2020.12.21 CS papers

 

12-15-2020

Object-based attention for spatio-temporal reasoning: Outperforming neuro-symbolic models with flexible distributed architectures
by David Ding et al

12-16-2020

Graph Neural Networks: Taxonomy, Advances and Trends
by Yu Zhou et al

12-17-2020

Taming Transformers for High-Resolution Image Synthesis
by Patrick Esser et al

12-16-2020

Learning Continuous Image Representation with Local Implicit Image Function
by Yinbo Chen et al

12-16-2020

Point Transformer
by Hengshuang Zhao et al

12-17-2020

Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representations
by Cynthia Shen et al

12-17-2020

SceneFormer: Indoor Scene Generation with Transformers
by Xinpeng Wang et al

12-15-2020

Learning Energy-Based Models by Diffusion Recovery Likelihood
by Ruiqi Gao et al

12-17-2020

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image
by Ronghang Hu et al

12-16-2020

Decentralized Finance, Centralized Ownership? An Iterative Mapping Process to Measure Protocol Token Distribution
by Matthias Nadler et al

12-17-2020

Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent
by Peter Schaldenbrand et al

12-16-2020

Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale
by Zhengyan Tong et al

12-17-2020

ViNG: Learning Open-World Navigation with Visual Goals
by Dhruv Shah et al

12-16-2020

Sparse Signal Models for Data Augmentation in Deep Learning ATR
by Tushar Agarwal et al

12-16-2020

Unsupervised Learning of Local Discriminative Representation for Medical Images
by Huai Chen et al

12-17-2020

Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image
by Andrew Liu et al

12-17-2020

Toward Transformer-Based Object Detection
by Josh Beal et al

12-17-2020

A Generalization of Transformer Networks to Graphs
by Vijay Prakash Dwivedi et al

12-15-2020

Pre-Training Transformers as Energy-Based Cloze Models
by Kevin Clark et al

12-17-2020

On the experimental feasibility of quantum state reconstruction via machine learning
by Sanjaya Lohani et al

12-17-2020

BERT Goes Shopping: Comparing Distributional Models for Product Representations
by Federico Bianchi et al

12-16-2020

Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts
by Ji Hou et al

12-16-2020

Projected Distribution Loss for Image Enhancement
by Mauricio Delbracio et al

12-15-2020

FoggySight: A Scheme for Facial Lookup Privacy
by Ivan Evtimov et al

12-17-2020

Transformer Interpretability Beyond Attention Visualization
by Hila Chefer et al

12-16-2020

Polyblur: Removing mild blur by polynomial reblurring
by Mauricio Delbracio et al

12-15-2020

FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation
by Tarun Kalluri et al

12-16-2020

Causality is Graphically Simple
by Carlos Baquero

12-16-2020

Learning to Recover 3D Scene Shape from a Single Image
by Wei Yin et al

12-17-2020

Human Mesh Recovery from Multiple Shots
by Georgios Pavlakos et al

12-15-2020

Are we Forgetting about Compositional Optimisers in Bayesian Optimisation?
by Antoine Grosnit et al

12-16-2020

Self-Supervised Sketch-to-Image Synthesis
by Bingchen Liu et al

12-16-2020

Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
by Bert Moons et al

12-16-2020

StarcNet: Machine Learning for Star Cluster Identification
by Gustavo Perez et al

12-16-2020

Exploring Narrative Economics: An Agent-Based-Modeling Platform that Integrates Automated Traders with Opinion Dynamics
by Kenneth Lomas et al

12-17-2020

Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning
by Rafael Peres da Silva et al

12-16-2020

C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer
by Dongxu Wei et al

12-17-2020

Image-Based Jet Analysis
by Michael Kagan

12-16-2020

No Budget? Dont Flex! Cost Consideration when Planning to Adopt NLP for Your Business
by Made Nindyatama Nityasya et al

12-16-2020

Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation
by Mehdi Bahri et al

12-17-2020

Neural Radiance Flow for 4D View Synthesis and Video Processing
by Yilun Du et al

12-17-2020

Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
by Guodong Xu et al

12-16-2020

Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation
by Hongxiao Wang et al

12-15-2020

Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering
by Cynthia C. S. Liem et al

12-17-2020

PCT: Point Cloud Transformer
by Meng-Hao Guo et al

12-15-2020

Detecting Invisible People
by Tarasha Khurana et al

12-17-2020

End-to-End Human Pose and Mesh Reconstruction with Transformers
by Kevin Lin et al

12-16-2020

MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification
by Te-Lin Wu et al

12-16-2020

DECOR-GAN: 3D Shape Detailization by Conditional Refinement
by Zhiqin Chen et al

12-16-2020

Clustering with Iterated Linear Optimization
by Pedro Felzenszwalb et al

12-17-2020

Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning
by Jerry Zikun Chen et al

12-16-2020

Deep Reinforcement Learning of Graph Matching
by Chang Liu et al

12-17-2020

Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations
by Adel Ahmadyan et al

12-16-2020

Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
by Edward Raff et al

12-17-2020

On Episodes, Prototypical Networks, and Few-shot Learning
by Steinar Laenen et al

12-17-2020

Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
by Saba Dadsetan et al

12-16-2020

uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning
by Biagio Brattoli et al

12-17-2020

Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency
by Qiang Zhang et al

12-17-2020

Interactive Question Clarification in Dialogue via Reinforcement Learning
by Xiang Hu et al

12-18-2020

Instance Space Analysis for the Car Sequencing Problem
by Yuan Sun et al

12-17-2020

Deep Learning Techniques for Super-Resolution in Video Games
by Alexander Watson

12-17-2020

Relightable 3D Head Portraits from a Smartphone Video
by Artem Sevastopolsky et al

12-15-2020

Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification
by Kecheng Zheng et al

12-17-2020

Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues
by Ricard Durall et al

12-16-2020

Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses
by Yiming Qian et al

12-15-2020

Object-Centric Neural Scene Rendering
by Michelle Guo et al

12-16-2020

Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation
by Hao Tang et al

12-15-2020

Machine Learning for MU-MIMO Receive Processing in OFDM Systems
by Mathieu Goutay et al

12-15-2020

StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding
by Jinshan Zeng et al

12-17-2020

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence
by Satish K. Panda et al

12-18-2020

Exact Reduction of Huge Action Spaces in General Reinforcement Learning
by Sultan Javed Majeed et al

12-17-2020

End-to-end Deep Object Tracking with Circular Loss Function for Rotated Bounding Box
by Vladislav Belyaev et al

12-16-2020

S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds
by Ran Cheng et al

12-17-2020

Multi-Modal Depth Estimation Using Convolutional Neural Networks
by Sadique Adnan Siddiqui et al

12-15-2020

Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation
by Minsu Kim et al

12-17-2020

Trajectory saliency detection using consistency-oriented latent codes from a recurrent auto-encoder
by L. Maczyta et al

12-16-2020

Visualization and Selection of Dynamic Mode Decomposition Components for Unsteady Flow
by Tim Krake et al

12-16-2020

On Avoiding the Union Bound When Answering Multiple Differentially Private Queries
by Badih Ghazi et al

12-17-2020

Zoom-to-Inpaint: Image Inpainting with High Frequency Details
by Soo Ye Kim et al

12-17-2020

Temporal LiDAR Frame Prediction for Autonomous Driving
by David Deng et al

12-15-2020

Responsible Disclosure of Generative Models Using Scalable Fingerprinting
by Ning Yu et al

12-17-2020

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
by Matthieu Zimmer et al

12-15-2020

A Closer Look at the Robustness of Vision-and-Language Pre-trained Models
by Linjie Li et al

12-16-2020

Neural Pruning via Growing Regularization
by Huan Wang et al

12-16-2020

Do You Do Yoga? Understanding Twitter Users Types and Motivations using Social and Textual Information
by Tunazzina Islam et al

12-15-2020

Molecular machine learning with conformer ensembles
by Simon Axelrod et al

12-17-2020

RainNet: A Large-Scale Dataset for Spatial Precipitation Downscaling
by Xuanhong Chen et al

12-15-2020

Generation of complex database queries and API calls from natural language utterances
by Amol Kelkar et al

12-16-2020

Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images
by Abdullah Sarhan et al

12-15-2020

Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences
by Norman Müller et al

12-17-2020

A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks
by Qingsong Yao et al

12-16-2020

Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter
by Tianxiao Zhang et al

12-17-2020

Parallel WaveNet conditioned on VAE latent vectors
by Jonas Rohnke et al

12-17-2020

Efficient CNN-LSTM based Image Captioning using Neural Network Compression
by Harshit Rampal et al

12-16-2020

On the Limitations of Denoising Strategies as Adversarial Defenses
by Zhonghan Niu et al

12-17-2020

Learning Compositional Radiance Fields of Dynamic Human Heads
by Ziyan Wang et al

12-17-2020

Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN
by Novanto Yudistira et al

12-17-2020

Continual Lifelong Learning in Natural Language Processing: A Survey
by Magdalena Biesialska et al

12-17-2020

XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory
by Nazanin Fouladgar et al

12-16-2020

Variational Quantum Algorithms
by M. Cerezo et al

12-18-2020

Frequency Consistent Adaptation for Real World Super Resolution
by Xiaozhong Ji et al

12-16-2020

Relational Boosted Bandits
by Ashutosh Kakadiya et al

12-16-2020

Reduction in the complexity of 1D 1H-NMR spectra by the use of Frequency to Information Transformation
by Homayoun Valafar et al

12-17-2020

The effectiveness of unsupervised subword modeling with autoregressive and cross-lingual phone-aware networks
by Siyuan Feng et al

12-15-2020

Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection
by E. A. Huerta et al

12-16-2020

Simultaneous View and Feature Selection for Collaborative Multi-Robot Recognition
by Brian Reily et al

12-16-2020

Assessing COVID-19 Impacts on College Students via Automated Processing of Free-form Text
by Ravi Sharma et al

12-16-2020

ISD: Self-Supervised Learning by Iterative Similarity Distillation
by Ajinkya Tejankar et al

12-16-2020

Machine Learning for Detecting Data Exfiltration
by Bushra Sabir et al

12-15-2020

Masksembles for Uncertainty Estimation
by Nikita Durasov et al

12-18-2020

On Modality Bias in the TVQA Dataset
by Thomas Winterbottom et al

12-17-2020

Simulation of conditional expectations under fast mean-reverting stochastic volatility models
by Andrei Cozma et al

12-17-2020

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation
by Chenxin Xu et al

12-16-2020

Detection of data drift and outliers affecting machine learning model performance over time
by Samuel Ackerman et al

12-16-2020

Exploring Thematic Coherence in Fake News
by Martins Samuel Dogo et al

12-17-2020

Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition
by Eric Lopez-Lopez et al

12-16-2020

Event Camera Calibration of Per-pixel Biased Contrast Threshold
by Ziwei Wang et al

12-17-2020

Joint Search of Data Augmentation Policies and Network Architectures
by Taiga Kashima et al

12-17-2020

SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
by Hanrui Wang et al

12-15-2020

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks
by Cunchao Zhu et al

12-17-2020

Towards Optimal District Heating Temperature Control in China with Deep Reinforcement Learning
by Adrien Le-Coz et al

12-17-2020

Embodied Visual Active Learning for Semantic Segmentation
by David Nilsson et al

12-17-2020

Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning
by Zhiyuan Li et al

12-15-2020

Policy Manifold Search for Improving Diversity-based Neuroevolution
by Nemanja Rakicevic et al

12-16-2020

Clique: Spatiotemporal Object Re-identification at the City Scale
by Tiantu Xu et al

12-15-2020

A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer
by Matteo A. Senese et al

12-15-2020

On how Cognitive Computing will plan your next Systematic Review
by Maisie Badami et al

12-17-2020

cif-based collaborative decoding for end-to-end contextual speech recognition
by Minglun Han et al

12-16-2020

Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning--Based Malware Detection
by Robert A. Bridges et al

12-17-2020

Exploiting Learnable Joint Groups for Hand Pose Estimation
by Moran Li et al

12-17-2020

Sparse Fourier Transforms on Rank-1 Lattices for the Rapid and Low-Memory Approximation of Functions of Many Variables
by Craig Gross et al

12-17-2020

On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks
by Sifan Wang et al

12-17-2020

The voice of COVID-19: Acoustic correlates of infection
by Katrin D. Bartl-Pokorny et al

12-16-2020

Learning to Recognize Patch-Wise Consistency for Deepfake Detection
by Tianchen Zhao et al

12-15-2020

Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks
by Darya Trofimova et al

12-17-2020

LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos
by Sai Praneeth Reddy Sunkesula et al

12-17-2020

Unsupervised Learning of Discourse Structures using a Tree Autoencoder
by Patrick Huber et al

12-17-2020

Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree
by Hezam Albaqami et al

12-17-2020

Crack propagation simulation without crack tracking algorithm: embedded discontinuity formulation with incompatible modes
by A. Stanic et al

12-17-2020

A fully pipelined FPGA accelerator for scale invariant feature transform keypoint descriptor matching,
by Luka Daoud et al

12-16-2020

An Integrated Platform for Collaborative Data Analytics
by Sean Oesch et al

12-16-2020

A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks
by Lavanya Umapathy et al

12-15-2020

Calibrated Adaptive Probabilistic ODE Solvers
by Nathanael Bosch et al

12-16-2020

Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration
by Lei Sha et al

12-15-2020

Improved Image Matting via Real-time User Clicks and Uncertainty Estimation
by Tianyi Wei et al

12-17-2020

MIX : a Multi-task Learning Approach to Solve Open-Domain Question Answering
by Sofian Chaybouti et al

12-15-2020

Uniformly well-posed hybridized discontinuous Galerkin/hybrid mixed discretizations for Biots consolidation model
by Johannes Kraus et al

12-16-2020

Data optimization for large batch distributed training of deep neural networks
by Shubhankar Gahlot et al

12-16-2020

CompositeTasking: Understanding Images by Spatial Composition of Tasks
by Nikola Popovic et al

12-17-2020

PanoNet3D: Combining Semantic and Geometric Understanding for LiDARPoint Cloud Detection
by Xia Chen et al

12-17-2020

Multi-shot Temporal Event Localization: a Benchmark
by Xiaolong Liu et al

12-17-2020

A new semi-supervised self-training method for lung cancer prediction
by Kelvin Shak et al

12-17-2020

Learned Block-based Hybrid Image Compression
by Yaojun Wu et al

12-15-2020

Canny-VO: Visual Odometry with RGB-D Cameras based on Geometric 3D-2D Edge Alignment
by Yi Zhou et al

12-15-2020

Model-Based Deep Learning
by Nir Shlezinger et al

12-18-2020

Scaling Laws for Gaussian Random Many-Access Channels
by Jithin Ravi et al

12-16-2020

MASKER: Masked Keyword Regularization for Reliable Text Classification
by Seung Jun Moon et al

12-15-2020

FAWA: Fast Adversarial Watermark Attack on Optical Character Recognition (OCR) Systems
by Lu Chen et al

12-18-2020

Upper and Lower Bounds on the Performance of Kernel PCA
by Maxime Haddouche et al

12-16-2020

Graph integration of structured, semistructured and unstructured data for data journalism
by Angelos-Christos Anadiotis et al

12-15-2020

KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment
by Soo Ye Kim et al

12-15-2020

A Note on Generalized Algebraic Theories and Categories with Families
by Marc Bezem et al

12-16-2020

Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization
by Jiho Noh et al

12-18-2020

Reduction of the Number of Variables in Parametric Constrained Least-Squares Problems
by Alberto Bemporad et al

12-17-2020

Learning to Share: A Multitasking Genetic Programming Approach to Image Feature Learning
by Ying Bi et al

12-18-2020

Classification with Strategically Withheld Data
by Anilesh K. Krishnaswamy et al

12-15-2020

Spectral Methods for Data Science: A Statistical Perspective
by Yuxin Chen et al

12-16-2020

Optimal transport for vector Gaussian mixture models
by Jiening Zhu et al

12-17-2020

Rounding error using low precision approximate random variables
by Oliver Sheridan-Methven et al

12-16-2020

R22-Net: Relation of Relation Learning Network for Sentence Semantic Matching
by Kun Zhang et al

12-17-2020

XXResolution Correspondence Networks
by Georgi Tinchev et al

12-15-2020

*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task
by Dmitry Tsarkov et al

12-15-2020

VSQL: Variational Shadow Quantum Learning for Classification
by Guangxi Li et al

12-15-2020

An efficient model for the preemptive single machine scheduling of equal-length jobs
by Artem Fomin et al

12-16-2020

Planar Maximum Coverage Location Problem with Partial Coverage, Continuous Spatial Demand, and Adjustable Quality of Service
by Manish Bansal et al

12-16-2020

Temporal Graph Modeling for Skeleton-based Action Recognition
by Jianan Li et al

12-16-2020

Latent Space Conditioning on Generative Adversarial Networks
by Ricard Durall et al

12-15-2020

Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems
by Yuzhe Ma et al

12-16-2020

Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software
by Olivier Rukundo

12-16-2020

ColorShapeLinks: A Board Game AI Competition for Educators and Students
by Nuno Fachada

12-15-2020

Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes
by Dongruo Zhou et al

12-15-2020

HeadGAN: Video-and-Audio-Driven Talking Head Synthesis
by Michail Christos Doukas et al

12-16-2020

Measuring Disentanglement: A Review of Metrics
by Julian Zaidi et al

12-15-2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale
by Piali Das et al

12-17-2020

Hate Speech detection in the Bengali language: A dataset and its baseline evaluation
by Nauros Romim et al

12-16-2020

ADMM and inexact ALM: the QP case
by Stefano Cipolla et al

12-16-2020

Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism
by Denisa A. O. Roberts

12-15-2020

Post-Hurricane Damage Assessment Using Satellite Imagery and Geolocation Features
by Quoc Dung Cao et al

12-15-2020

Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection
by Deepak Ravikumar et al

12-15-2020

Nested Named Entity Recognition with Partially-Observed TreeCRFs
by Yao Fu et al

12-17-2020

Reconstructing Hand-Object Interactions in the Wild
by Zhe Cao et al

12-15-2020

Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution
by Ron Zhu

12-18-2020

Modeling and simulating the spatial spread of an epidemic through multiscale kinetic transport equations
by Walter Boscheri et al

12-17-2020

Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs
by Marcel Wienöbst et al

12-16-2020

Semi-Global Shape-aware Network
by Pengju Zhang et al

12-18-2020

Trying Bilinear Pooling in Video-QA
by Thomas Winterbottom et al

12-18-2020

A Surrogate Lagrangian Relaxation-based Model Compression for Deep Neural Networks
by Deniz Gurevin et al

12-17-2020

A Fast Algorithm for Heart Disease Prediction using Bayesian Network Model
by Mistura Muibideen et al

12-18-2020

Understood in Translation, Transformers for Domain Understanding
by Dimitrios Christofidellis et al

12-15-2020

Foundations of space-time finite element methods: polytopes, interpolation, and integration
by Cory V. Frontin et al

12-17-2020

Speed of convergence of Chernoff approximations for two model examples: heat equation and transport equation
by Pavel S. Prudnikov

12-15-2020

Approximation by quasi-interpolation operators and Smolyaks algorithm
by Yurii Kolomoitsev

12-15-2020

Squirrel: A Switching Hyperparameter Optimizer
by Noor Awad et al

12-16-2020

Discovering New Intents with Deep Aligned Clustering
by Hanlei Zhang et al

12-15-2020

Mitigating bias in calibration error estimation
by Rebecca Roelofs et al

12-17-2020

Searching for Possible Exoplanet Transits from BRITE Data through a Machine Learning Technique
by Li-Chin Yeh et al

12-17-2020

Benchmarking Automatic Detection of Psycholinguistic Characteristics for Better Human-Computer Interaction
by Sanja Štajner et al

12-17-2020

Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning
by Zeyuan Allen-Zhu et al

12-16-2020

Unsupervised Image Segmentation using Mutual Mean-Teaching
by Zhichao Wu et al

12-16-2020

Secret Key Agreement with Physical Unclonable Functions: An Optimality Summary
by Onur Günlü et al

12-18-2020

Crowd-Driven Mapping, Localization and Planning
by Tingxiang Fan et al

12-17-2020

Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey
by Cédric Colas et al

12-16-2020

Multi-type Disentanglement without Adversarial Training
by Lei Sha et al

12-15-2020

DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
by Weizhou Shen et al

12-16-2020

AutoCaption: Image Captioning with Neural Architecture Search
by Xinxin Zhu et al

12-17-2020

ReferentialGym: A Nomenclature and Framework for Language Emergence & Grounding in (Visual) Referential Games
by Kevin Denamganaï et al

12-17-2020

Scaling laws for the rigid-body response of masonry structures under blast loads
by Filippo Masi et al

12-16-2020

Learning to Run with Potential-Based Reward Shaping and Demonstrations from Video Data
by Aleksandra Malysheva et al

12-15-2020

On the Integrality Gap of Binary Integer Programs with Gaussian Data
by Sander Borst et al

12-17-2020

Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL
by Simon Hirlaender et al

12-15-2020

SID-NISM: A Self-supervised Low-light Image Enhancement Framework
by Lijun Zhang et al

12-16-2020

A fast semi-discrete optimal transport algorithm for a unique reconstruction of the early Universe
by Bruno Lévy et al

12-15-2020

Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach
by Yizhen Xu et al

12-15-2020

Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs
by Karol Desnos et al

12-16-2020

Generate and Verify: Semantically Meaningful Formal Analysis of Neural Network Perception Systems
by Chris R. Serrano et al

12-18-2020

Attention-Based LSTM Network for COVID-19 Clinical Trial Parsing
by Xiong Liu et al

12-18-2020

SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation
by An Tao et al

12-15-2020

Signaling Games for Arbitrary Distributions: Number of Bins and Properties of Equilibria
by Ertan Kazıklı et al

12-16-2020

Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms
by Claudio Pinhanez et al

12-18-2020

A Benchmark Arabic Dataset for Commonsense Explanation
by Saja AL-Tawalbeh et al

12-16-2020

Interpretable Image Clustering via Diffeomorphism-Aware K-Means
by Romain Cosentino et al

12-15-2020

Unsupervised Learning of Global Factors in Deep Generative Models
by Ignacio Peis et al

12-17-2020

A contribution to condition numbers of the multidimensional total least squares problem with linear equality constraint
by Qiaohua Liu et al

12-16-2020

Compact reconfigurable kirigami
by Gary P. T. Choi et al

12-15-2020

QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification
by Deepak Kumar et al

12-17-2020

Information-Preserving Contrastive Learning for Self-Supervised Representations
by Tianhong Li et al

12-16-2020

Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera
by Dan Jia et al

12-16-2020

Extracting Smart Contracts Tested and Verified in Coq
by Danil Annenkov et al

12-15-2020

Keyword-Guided Neural Conversational Model
by Peixiang Zhong et al

12-17-2020

Maximum Entropy competes with Maximum Likelihood
by A. E. Allahverdyan et al

12-15-2020

NeuralQAAD: An Efficient Differentiable Framework for High Resolution Point Cloud Compression
by Nicolas Wagner et al

12-18-2020

Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates
by Feiyan Hu et al

12-16-2020

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Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural Networks
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AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition
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RainBench: Towards Global Precipitation Forecasting from Satellite Imagery
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Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication
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Investigating the Ground-level Ozone Formation and Future Trend in Taiwan
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I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting
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An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center
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Two-Stage Copy-Move Forgery Detection with Self Deep Matching and Proposal SuperGlue
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CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth
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Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification
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CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning
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An Extended Discontinuous Galerkin Method for High-Order Shock-Fitting
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Model-Order-Reduction Approach for Structural Health Monitoring of Large Deployed Structures with Localized Operational Excitations
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A ROM-accelerated parallel-in-time preconditioner for solving all-at-once systems from evolutionary PDEs
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Learning-Based Quality Assessment for Image Super-Resolution
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PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning
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Building domain specific lexicon based on TikTok comment dataset
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12-15-2020

Geometric Surface Image Prediction for Image Recognition Enhancement
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12-16-2020

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Deep Layout of Custom-size Furniture through Multiple-domain Learning
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Joint Generative and Contrastive Learning for Unsupervised Person Re-identification
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12-16-2020

Learning-Based Algorithms for Vessel Tracking: A Review
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On the persistent homology of almost surely C0C0 stochastic processes
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Transfer Learning Based Automatic Model Creation Tool For Resource Constraint Devices
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Objective-Based Hierarchical Clustering of Deep Embedding Vectors
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Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses
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12-17-2020

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Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
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Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model
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Event-based Motion Segmentation with Spatio-Temporal Graph Cuts
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3D Object Classification on Partial Point Clouds: A Practical Perspective
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Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals
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12-15-2020

Geometry Enhancements from Visual Content: Going Beyond Ground Truth
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PointINet: Point Cloud Frame Interpolation Network
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Enhancing Balanced Graph Edge Partition with Effective Local Search
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Programmable Quantum Annealers as Noisy Gibbs Samplers
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12-17-2020

Fast 3-dimensional estimation of the Foveal Avascular Zone from OCTA
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12-15-2020

Bayesian neural network with pretrained protein embedding enhances prediction accuracy of drug-protein interaction
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12-15-2020

Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions
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ErGAN: Generative Adversarial Networks for Entity Resolution
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12-17-2020

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Bounds on Kolmogorov widths and sampling recovery for classes with small mixed smoothness
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Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks
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12-16-2020

Shortest Multi-Spline Bases for Generalized Sampling
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Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization
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Small Business Classification By Name: Addressing Gender and Geographic Origin Biases
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12-17-2020

High-Order Central-Upwind shock capturing scheme using a Boundary Variation Diminishing (BVD) Algorithm
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Artificial Dummies for Urban Dataset Augmentation
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Grounding Artificial Intelligence in the Origins of Human Behavior
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Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation
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Learning Prediction Intervals for Model Performance
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Hardness of Learning Halfspaces with Massart Noise
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BeBold: Exploration Beyond the Boundary of Explored Regions
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Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design
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Kinetic-diffusion asymptotic-preserving Monte Carlo algorithm for Boltzmann-BGK in the diffusive scaling
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PGMAN: An Unsupervised Generative Multi-adversarial Network for Pan-sharpening
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MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
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12-15-2020

mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets
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12-15-2020

Automated system to measure Tandem Gait to assess executive functions in children
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FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Monocular Depth Completion
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Game Theoretic Decentralized and Communication-Free Multi-Robot Navigation
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Domain Adaptive Object Detection via Feature Separation and Alignment
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12-15-2020

GTA: Global Temporal Attention for Video Action Understanding
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12-15-2020

End-to-end Generative Floor-plan and Layout with Attributes and Relation Graph
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12-15-2020

Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders
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12-15-2020

Dilated-Scale-Aware Attention ConvNet For Multi-Class Object Counting
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12-16-2020

Applying Deutschs concept of good explanations to artificial intelligence and neuroscience -- an initial exploration
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12-16-2020

Focusing More on Conflicts with Mis-Predictions Helps Language Pre-Training
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12-16-2020

Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study
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12-17-2020

A new asymptotic representation and inversion method for the Students t distribution
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Voronoi Progressive Widening: Efficient Online Solvers for Continuous Space MDPs and POMDPs with Provably Optimal Components
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Nearly tight Trotterization of interacting electrons
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Practical Auto-Calibration for Spatial Scene-Understanding from Crowdsourced Dashcamera Videos
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12-15-2020

CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts
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12-16-2020

Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting
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12-17-2020

High-Throughput Synchronous Deep RL
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12-18-2020

Semantics and explanation: why counterfactual explanations produce adversarial examples in deep neural networks
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Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices
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12-17-2020

Explicit RKF-Compact Scheme for Pricing Regime Switching American Options with Varying Time Step
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12-16-2020

Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation
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12-16-2020

You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection
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12-17-2020

Exploring Motion Boundaries in an End-to-End Network for Vision-based Parkinsons Severity Assessment
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12-17-2020

Fast List Decoders for Polarization-Adjusted Convolutional (PAC) Codes
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12-16-2020

On Exploiting Hitting Sets for Model Reconciliation
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12-18-2020

End-to-End Speaker Diarization as Post-Processing
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12-16-2020

Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
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12-16-2020

Secure Degrees-of-Freedom of the MIMO X Channel with Delayed CSIT
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12-17-2020

Secrecy of Multi-Antenna Transmission with Full-Duplex User in the Presence of Randomly Located Eavesdroppers
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12-17-2020

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12-17-2020

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DenoiSpeech: Denoising Text to Speech with Frame-Level Noise Modeling
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12-18-2020

When Machine Learning Meets Quantum Computers: A Case Study
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12-15-2020

Modeling Homophone Noise for Robust Neural Machine Translation
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12-15-2020

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12-18-2020

Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search
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12-15-2020

Rational Krylov methods for fractional diffusion problems on graphs
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12-15-2020

CUDA-Optimized real-time rendering of a Foveated Visual System
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12-17-2020

Compiler Design for Distributed Quantum Computing
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12-15-2020

Exacerbating Algorithmic Bias through Fairness Attacks
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Reconfigurable Intelligent Surface Enhanced NOMA Assisted Backscatter Communication System
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12-18-2020

Strong Rates of Convergence for Space-Time Discretization of the Backward Stochastic Heat Equation, and of a Linear-Quadratic Control Problem for the Stochastic Heat Equation
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12-15-2020

TACTO: A Fast, Flexible and Open-source Simulator for High-Resolution Vision-based Tactile Sensors
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LIREx: Augmenting Language Inference with Relevant Explanation
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Learning to Check Contract Inconsistencies
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12-15-2020

Modeling Heterogeneous Statistical Patterns in High-dimensional Data by Adversarial Distributions: An Unsupervised Generative Framework
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12-15-2020

Confidential Machine Learning on Untrusted Platforms: A Survey
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12-15-2020

Machine Learning for automatic identification of new minor species
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12-18-2020

Reconstructing a single-head formula to facilitate logical forgetting
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12-15-2020

AsyncTaichi: Whole-Program Optimizations for Megakernel Sparse Computation and Differentiable Programming
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12-18-2020

PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection
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12-18-2020

Neural Network Embeddings for Test Case Prioritization
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FG-Net: Fast Large-Scale LiDAR Point CloudsUnderstanding Network Leveraging CorrelatedFeature Mining and Geometric-Aware Modelling
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12-18-2020

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More Industry-friendly: Federated Learning with High Efficient Design
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12-17-2020

Controlling conditional expectations by zero-determinant strategies
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12-17-2020

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12-17-2020

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction
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12-18-2020

Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
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12-16-2020

A comparison of source term estimators in coupled finite-volume/Monte-Carlo methods with applications to plasma edge simulations in nuclear fusion
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12-15-2020

Pose Error Reduction for Focus Enhancement in Thermal Synthetic Aperture Visualization
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12-18-2020

A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection
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12-18-2020

Identification of Metallic Objects using Spectral MPT Signatures: Object Characterisation and Invariants
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12-18-2020

A Comparison of Distance Bounds for Quasi-Twisted Codes
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12-16-2020

Study on the Large Batch Size Training of Neural Networks Based on the Second Order Gradient
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12-15-2020

Fast 3D Image Moments
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12-18-2020

Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion
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12-17-2020

Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions
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The Mind Is a Powerful Place: How Showing Code Comprehensibility Metrics Influences Code Understanding
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12-17-2020

Can Transformers Reason About Effects of Actions?
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12-18-2020

Learning Complex 3D Human Self-Contact
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12-15-2020

Further factorization of xn−1xn−1 over finite fields (II)
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12-16-2020

Physical deep learning based on optimal control of dynamical systems
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12-15-2020

Exploring Neural Networks Quantization via Layer-Wise Quantization Analysis
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12-15-2020

Semantic Annotation for Tabular Data
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12-15-2020

Improving Multilingual Neural Machine Translation For Low-Resource Languages: French-, English- Vietnamese
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12-16-2020

Approximation of Hysteresis Functional
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12-16-2020

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12-17-2020

On the chromatic numbers of signed triangular and hexagonal grids
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12-15-2020

Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation
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12-15-2020

Quantum d-separation and quantum belief propagation
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12-18-2020

Mention Extraction and Linking for SQL Query Generation
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12-15-2020

Economically High-Order Unstructured-Grid Methods: Clarification and Efficient FSR Schemes
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12-16-2020

Show or Tell? Demonstration is More Robust to Changes in Shared Perception than Explanation
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12-17-2020

Few-shot Sequence Learning with Transformers
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12-16-2020

Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning
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12-18-2020

Learning from History for Byzantine Robust Optimization
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12-15-2020

Multi-Modal Anomaly Detection for Unstructured and Uncertain Environments
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12-16-2020

Balancing Geometry and Density: Path Distances on High-Dimensional Data
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12-18-2020

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
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12-15-2020

A Deep Graph Neural Networks Architecture Design: From Global Pyramid-like Shrinkage Skeleton to Local Topology Link Rewiring
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12-15-2020

Quartic LpLp-convergence of cubic Riemannian splines
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12-18-2020

ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries
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12-15-2020

Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games
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12-17-2020

Characterizing the Evasion Attackability of Multi-label Classifiers
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12-16-2020

A Lightweight Neural Model for Biomedical Entity Linking
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12-15-2020

Inference of Causal Effects when Adjustment Sets are Unknown
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12-17-2020

Maximum cut on interval graphs of interval count five is NP-complete
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12-17-2020

Annihilation Operators for Exponential Spaces in Subdivision
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12-16-2020

TROJANZOO: Everything you ever wanted to know about neural backdoors (but were afraid to ask)
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12-16-2020

Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations
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12-15-2020

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting
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12-16-2020

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
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12-15-2020

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12-15-2020

Sorting Lists with Equal Keys Using Mergesort in Linear Time
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12-16-2020

Computational discovery of new 2D materials using deep learning generative models
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12-16-2020

Automatic source localization and spectra generation from deconvolved beamforming maps
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12-15-2020

Robots Understanding Contextual Information in Human-Centered Environments using Weakly Supervised Mask Data Distillation
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12-15-2020

Performance and Complexity of the Sequential Successive Cancellation Decoding Algorithm
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12-15-2020

Distant-Supervised Slot-Filling for E-Commerce Queries
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12-18-2020

Convergence dynamics of Generative Adversarial Networks: the dual metric flows
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12-15-2020

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12-18-2020

AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text
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12-18-2020

Universal Approximation in Dropout Neural Networks
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12-18-2020

Fair for All: Best-effort Fairness Guarantees for Classification
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12-15-2020

AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction
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12-15-2020

Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection
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12-15-2020

Exploring Transfer Learning For End-to-End Spoken Language Understanding
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12-17-2020

Rank-One Measurements of Low-Rank PSD Matrices Have Small Feasible Sets
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12-16-2020

LiveMap: Real-Time Dynamic Map in Automotive Edge Computing
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12-15-2020

PDFFlow: hardware accelerating parton density access
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12-15-2020

BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning
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12-17-2020

Online Shielding for Stochastic Systems
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12-15-2020

Smart Mobility Ontology: Current Trends and Future Directions
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12-15-2020

Computation Against a Neighbour
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12-18-2020

Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments
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12-15-2020

Automatic Speech Verification Spoofing Detection
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12-18-2020

Technical Progress Analysis Using a Dynamic Topic Model for Technical Terms to Revise Patent Classification Codes
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12-16-2020

Explicit bases of the Riemann-Roch spaces on divisors on hyperelliptic curves
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12-16-2020

Formalization of PAL⋅⋅S5 in Proof Assistant
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12-18-2020

Stable Implementation of Probabilistic ODE Solvers
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12-16-2020

Listing Small Minimal Separators of a Graph
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12-16-2020

L\evy walks derived from a Bayesian decision-making model in non-stationary environments
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12-16-2020

A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities
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12-17-2020

DenseHMM: Learning Hidden Markov Models by Learning Dense Representations
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12-16-2020

Quantum Algorithm for Lexicographically Minimal String Rotation
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12-15-2020

Schema Extraction on Semi-structured Data
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12-16-2020

Group Handover for Drone-Mounted Base Stations
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12-17-2020

The Variational Method of Moments
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12-17-2020

Repairing dynamic models: a method to obtain identifiable and observable reparameterizations with mechanistic insights
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12-17-2020

Predicting Events In MOBA Games: Dataset, Attribution, and Evaluation
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12-18-2020

Adversarially Robust Estimate and Risk Analysis in Linear Regression
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12-18-2020

Should I visit this place? Inclusion and Exclusion Phrase Mining from Reviews
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12-17-2020

Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets
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12-18-2020

Deep Open Intent Classification with Adaptive Decision Boundary
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12-15-2020

Scalable Verification of Quantized Neural Networks (Technical Report)
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12-18-2020

Deep learning and high harmonic generation
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12-18-2020

Recycling augmented Lagrangian preconditioner in an incompressible fluid solver
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12-17-2020

Named Entity Recognition in the Legal Domain using a Pointer Generator Network
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12-18-2020

ReINTEL Challenge 2020: A Multimodal Ensemble Model for Detecting Unreliable Information on Vietnamese SNS
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12-18-2020

Artificial Neural Networks to Impute Rounded Zeros in Compositional Data
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12-16-2020

Using noise resilience for ranking generalization of deep neural networks
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12-15-2020

Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning
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12-17-2020

Estimating mixed-memberships using the Symmetric Laplacian Inverse Matrix
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12-17-2020

Efficient Verification of Optimized Code: Correct High-speed Curve25519
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12-16-2020

A connection between the pattern classification problem and the General Linear Model for statistical inference
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12-18-2020

Application of computer simulation results and machine learning in analysis of microwave radiothermometry data
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12-15-2020

FemtoSats for Exploring Permanently Shadowed Regions on the Moon
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12-18-2020

Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization
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12-15-2020

Pedestrian Behavior Prediction for Automated Driving: Requirements, Metrics, and Relevant Features
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12-15-2020

A Note on Optimizing the Ratio of Monotone Supermodular Functions
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12-15-2020

SimpleChrome: Encoding of Combinatorial Effects for Predicting Gene Expression
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12-18-2020

Analytic Integration of the Newton Potential over Cuboids and an Application to Fast Multipole Methods
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12-16-2020

Solving the Travelling Thief Problem based on Item Selection Weight and Reverse Order Allocation
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12-16-2020

Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymized Spatial Adjacency Information
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12-16-2020

On The Verification of Neural ODEs with Stochastic Guarantees
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12-15-2020

Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation
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12-16-2020

Incentivizing Truthfulness Through Audits in Strategic Classification
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12-16-2020

Emotion visualization in Virtual Reality: An integrative review
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12-17-2020

Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps
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12-15-2020

Incentive Mechanism Design for Distributed Coded Machine Learning
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12-17-2020

Unsupervised clustering of coral reef bioacoustics
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12-18-2020

Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimers disease
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12-16-2020

Optimizing the Parameters of A Physical Exercise Dose-Response Model: An Algorithmic Comparison
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12-15-2020

Detection of Anomalies in a Time Series Data using InfluxDB and Python
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12-18-2020

Efficient Training of Robust Decision Trees Against Adversarial Examples
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12-16-2020

Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review
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12-15-2020

Cost-Effective Federated Learning Design
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12-17-2020

Stabilizing Q Learning Via Soft Mellowmax Operator
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12-16-2020

A comparative evaluation of machine learning methods for robot navigation through human crowds
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12-17-2020

Reduced Order Modeling using Shallow ReLU Networks with Grassmann Layers
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12-17-2020

Prediction of brain strain across head impact subtypes using 18 brain injury criteria
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12-15-2020

Edge-Minimum Saturated k-Planar Drawings
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12-18-2020

An Empirical Study of Using Pre-trained BERT Models for Vietnamese Relation Extraction Task at VLSP 2020
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12-17-2020

Causality-Aware Neighborhood Methods for Recommender Systems
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12-18-2020

An Experimental Study of the Transferability of Spectral Graph Networks
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12-15-2020

Learning Aggregation Functions
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12-15-2020

Personalized Federated Learning with First Order Model Optimization
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12-16-2020

Robotics Enabling the Workforce
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12-16-2020

Visually Grounding Instruction for History-Dependent Manipulation
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12-16-2020

Clustering Ensemble Meets Low-rank Tensor Approximation
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12-16-2020

Communicative Message Passing for Inductive Relation Reasoning
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12-18-2020

Fairness and Accuracy in Federated Learning
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12-17-2020

Guiding Neural Network Initialization via Marginal Likelihood Maximization
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12-15-2020

Online Learning Demands in Max-min Fairness
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12-18-2020

Multi-characteristic Subject Selection from Biased Datasets
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12-15-2020

Amata: An Annealing Mechanism for Adversarial Training Acceleration
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12-15-2020

Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems
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12-15-2020

Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication
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12-15-2020

Empathic Chatbot: Emotional Intelligence for Empathic Chatbot: Emotional Intelligence for Mental Health Well-being
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12-18-2020

Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization
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12-17-2020

An Improved Approach for Estimating Social POI Boundaries With Textual Attributes on Social Media
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12-16-2020

Greedy-reduction from Shortest Linear Superstring to Shortest Circular Superstring
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12-16-2020

Time-Aware Tensor Decomposition for Missing Entry Prediction
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12-17-2020

Game-theoretic Models of Moral and Other-Regarding Agents
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12-15-2020

Strong overall error analysis for the training of artificial neural networks via random initializations
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12-15-2020

On simplification of Dual-Youla approach for closed-loop identification
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12-18-2020

Spacecraft Collision Risk Assessment with Probabilistic Programming
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12-18-2020

The Merchant: Avoiding Payment Channel Depletion through Incentives
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12-18-2020

Subcubic Algorithms for Gomory-Hu Tree in Unweighted Graphs
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12-15-2020

Variational Beam Search for Online Learning with Distribution Shifts
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12-18-2020

Proceduray -- A light-weight engine for procedural primitive ray tracing
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12-15-2020

Neural Collapse with Cross-Entropy Loss
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12-17-2020

A White Box Analysis of ColBERT
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12-18-2020

Regularized Attentive Capsule Network for Overlapped Relation Extraction
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12-16-2020

On O(max{n1,n2}log(max{n1,n2}n3))O(max{n1,n2}log⁡(max{n1,n2}n3)) Sample Entries for n1×n2×n3n1×n2×n3 Tensor Completion via Unitary Transformation
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12-18-2020

Towards Robust Explanations for Deep Neural Networks
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12-15-2020

Natural grasp intention recognition based on gaze fixation in human-robot interaction
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12-15-2020

Fast-Convergent Dynamics for Distributed Resource Allocation Over Time-Varying Networks
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12-16-2020

AutoDis: Automatic Discretization for Embedding Numerical Features in CTR Prediction
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12-18-2020

The Danger of Reverse-Engineering of Automated Judicial Decision-Making Systems
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12-17-2020

Hard Problems That Quickly Become Very Easy
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12-15-2020

Mapping Surfaces with Earcut
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12-15-2020

Intrusion detection in computer systems by using artificial neural networks with Deep Learning approaches
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12-15-2020

The Impact of Cyber Security Threats on the 2020 US Elections
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12-16-2020

Tag-based Genetic Regulation for Genetic Programming
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12-18-2020

The Parameterized Suffix Tray
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12-17-2020

Sampling Arborescences in Parallel
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12-15-2020

Inexact-ADMM based Federated Meta-Learning for Fast and Continual Edge Learning
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12-16-2020

Try Before You Buy: A practical data purchasing algorithm for real-world data marketplaces
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12-15-2020

Bayes Meets Entailment and Prediction: Commonsense Reasoning with Non-monotonicity, Paraconsistency and Predictive Accuracy
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12-18-2020

Development of Techniques Enabling Suborbital Small Object Capture Around Low Gravity Asteroids
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12-16-2020

Planning From Pixels in Atari With Learned Symbolic Representations
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12-17-2020

On the performance of deep learning for numerical optimization: an application to protein structure prediction
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12-15-2020

Energy-Constrained Delivery of Goods with Drones Under Varying Wind Conditions
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12-15-2020

39 Hints to Facilitate the Use of Semantics for Data on Agriculture and Nutrition
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12-17-2020

CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models
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12-17-2020

Binomial Tails for Community Analysis
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12-16-2020

The Quad Layout Immersion: A Mathematically Equivalent Representation of a Surface Quadrilateral Layout
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12-17-2020

DistB-Condo: Distributed Blockchain-based IoT-SDN Model for Smart Condominium
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12-15-2020

LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management
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12-17-2020

Low-Complexity Steered Response Power Mapping based on Nyquist-Shannon Sampling
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12-16-2020

Speech Enhancement with Zero-Shot Model Selection
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12-16-2020

Learning-NUM: Network Utility Maximization with Unknown Utility Functions and Queueing Delay
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12-18-2020

Partitionable Asynchronous Cryptocurrency Blockchain
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12-15-2020

Hierarchical Graph Capsule Network
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12-17-2020

Query-Competitive Sorting with Uncertainty
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12-17-2020

Clique Is Hard on Average for Regular Resolution
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12-17-2020

Understanding The Top 10 OWASP Vulnerabilities
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12-17-2020

Concurrent Encryption and Authentication for Wireless Networks using Compressed Sensing
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12-17-2020

Experts with Lower-Bounded Loss Feedback: A Unifying Framework
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12-16-2020

A New Connective in Natural Deduction, and its Application to Quantum Computing
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12-16-2020

A Novice-Friendly Induction Tactic for Lean
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12-16-2020

ARMAND: Anti-Repackaging through Multi-pattern Anti-tampering based on Native Detection
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12-18-2020

Data Storage in the Decentralized World: Blockchain and Derivatives
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12-16-2020

Scenario-aware and Mutual-based approach for Multi-scenario Recommendation in E-Commerce
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12-15-2020

Forensic Science International: Digital Investigation
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12-15-2020

Indecision Modeling
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12-16-2020

Intertwining ROP Gadgets and Opaque Predicates for Robust Obfuscation
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12-16-2020

Distributed Global Optimization (DGO)
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12-16-2020

ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites
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12-16-2020

Indirect Identification of Horizontal Gene Transfer
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12-16-2020

DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation
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12-17-2020

Intrusion Detection and identification System Design and Performance Evaluation for Industrial SCADA Networks
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12-17-2020

Trellis Code Error Exponent From Results for Asynchronous Multiple Access Channels
by Lóránt Farkas

12-15-2020

Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity
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12-15-2020

Aging Bandits: Regret Analysis and Order-Optimal Learning Algorithm for Wireless Networks with Stochastic Arrivals
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12-17-2020

Induced Disjoint Paths in AT-free Graphs
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12-16-2020

Continuous Gesture Recognition from sEMG Sensor Data with Recurrent Neural Networks and Adversarial Domain Adaptation
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12-15-2020

Anytime Minibatch with Delayed Gradients
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12-16-2020

From Weakly Supervised Learning to Biquality Learning, a brief introduction
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12-15-2020

Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks
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12-15-2020

Anomaly Detection and Localization based on Double Kernelized Scoring and Matrix Kernels
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12-15-2020

A kinetic theory approach for 2D crowd dynamics with emotional contagion
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12-16-2020

MSL-RAPTOR: A 6DoF Relative Pose Tracker for Onboard Robotic Perception
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12-15-2020

Efficient PTAS for the Maximum Traveling Salesman Problem in a Metric Space of Fixed Doubling Dimension
by Vladimir Shenmaier

12-18-2020

GDPR-inspired IoT Ontology enabling Semantic Interoperability, Federation of Deployments and Privacy-Preserving Applications
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12-17-2020

Stochastic Compositional Gradient Descent under Compositional constraints
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12-16-2020

Maximum 0-1 Timed Matching on Temporal Graphs
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12-18-2020

Smart Refrigerator using Internet of Things and Android
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12-17-2020

Treatment Targeting by AUUC Maximization with Generalization Guarantees
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12-16-2020

Investigating ADR mechanisms with knowledge graph mining and explainable AI
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12-16-2020

FedADC: Accelerated Federated Learning with Drift Control
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12-18-2020

An Empirical Investigation of Command-Line Customization
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12-17-2020

Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score
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12-17-2020

DistB-SDoIndustry: Enhancing Security in Industry 4.0 Services based on Distributed Blockchain through Software Defined Networking-IoT Enabled Architecture
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12-15-2020

Personal Mental Health Navigator: Harnessing the Power of Data, Personal Models, and Health Cybernetics to Promote Psychological Well-being
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12-17-2020

High Dimensional Level Set Estimation with Bayesian Neural Network
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12-17-2020

A duality theoretic view on limits of finite structures: Extended version
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12-15-2020

Distributed Wasserstein Barycenters via Displacement Interpolation
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12-17-2020

Temporal-Rate Encoding to Realize Unary Positional Representation in Spiking Neural Systems
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12-17-2020

RAICC: Revealing Atypical Inter-Component Communication in Android Apps
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12-15-2020

Weakly Supervised Label Smoothing
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12-15-2020

Modernizing Data Control: Making Personal Digital Data Mutually Beneficial for Citizens and Industry
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12-16-2020

Checking Fact Worthiness using Sentence Embeddings
by Sidharth Singla

12-17-2020

Failure Localization Capability: Theorem Proof and Evaluation
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12-18-2020

An enumerative formula for the spherical cap discrepancy
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12-18-2020

Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty
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12-15-2020

A New Algorithm to Recognize Path Graphs
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12-16-2020

A Synergistic Kalman- and Deep Postfiltering Approach to Acoustic Echo Cancellation
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12-16-2020

3D Trajectory Design for UAV-Assisted Oblique Image Acquisition
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12-15-2020

Understanding the Behaviour of Contrastive Loss
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12-15-2020

Review and Test of Steganography Techniques
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12-16-2020

Information Diffusion Prediction with Latent Factor Disentanglement
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12-16-2020

Extending the Range of Drone-based Delivery Services by Exploration
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12-15-2020

Beyond Privacy Trade-offs with Structured Transparency
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12-17-2020

On entropies of block-gluing subshifts
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12-16-2020

Realizing the Promise of Automated Exposure Notification (AEN) Technology to Control the Spread of COVID-19: Recommendations for Smartphone App Deployment, Use, and Iterative Assessment
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12-15-2020

Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints
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12-15-2020

Deep Fusion Clustering Network
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12-16-2020

Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings
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12-17-2020

Representation-Free Model Predictive Control for Dynamic Motions in Quadrupeds
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12-16-2020

Hopf bifurcation in addition-shattering kinetics
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12-17-2020

Privacy Enhanced DigiLocker using Ciphertext-Policy Attribute-Based Encryption
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12-17-2020

Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-Based Simulations
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12-17-2020

Sorting in Memristive Memory
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12-17-2020

Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets
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12-15-2020

Robust Optimal Classification Trees under Noisy Labels
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12-16-2020

Pandemic Informatics: Preparation, Robustness, and Resilience
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12-16-2020

How the emotions type and intensity affect rumor spreading
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12-18-2020

Achieving State Machine Replication without Honesty Assumptions
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12-16-2020

Learning active learning at the crossroads? evaluation and discussion
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12-18-2020

Structural Balance and Interpersonal Appraisals Dynamics: Beyond All-to-All andTwo-Faction Networks
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12-15-2020

Manufactured Solutions for the Method-of-Moments Implementation of the Electric-Field Integral Equation
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12-15-2020

Online Service Migration in Edge Computing with Incomplete Information: A Deep Recurrent Actor-Critic Method
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12-16-2020

Predictive K-means with local models
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12-16-2020

A novel Two-Factor HoneyToken Authentication Mechanism
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12-16-2020

KHOVID: Interoperable Privacy Preserving Digital Contact Tracing
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12-16-2020

InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction
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12-16-2020

Investigating the Ecosystem of Offensive Information Security Tools
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12-15-2020

An adaptive algorithm for embedding information into compressed JPEG images using the QIM method
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12-15-2020

Sampling Overhead Analysis of Quantum Error Mitigation: Uncoded vs. Coded Systems
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12-16-2020

Continuous Positional Payoffs
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12-18-2020

Towards Formally Verified Compilation of Tag-Based Policy Enforcement
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12-17-2020

Interactive Speech and Noise Modeling for Speech Enhancement
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12-15-2020

On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models
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12-15-2020

A Deep Multi-Level Attentive network for Multimodal Sentiment Analysis
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12-17-2020

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Architectures of epidemic models: accommodating constraints from empirical and clinical data
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Verified Rust Monitors for Lola Specifications
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A Distributed Simplex Architecture for Multi-Agent Systems
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PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols
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Node Failure Localization: Theorem Proof
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A First Look at Human Values-Violation in App Reviews
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Big Data
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User Coordination for Fast Beam Training in FDD Multi-User Massive MIMO
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Results on Competitiveness of Online Shortest Remaining Processing Time(SRPT) Scheduling with Special Classes of Inputs
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Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording
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Testing the Stationarity Assumption in Software Effort Estimation Datasets
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Container Orchestration on HPC Systems
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Connectivity Maintenance for Multi-Robot Systems Under Motion and Sensing Uncertainties Using Distributed ADMM-based Trajectory Planning
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A Systematic Mapping Study in AIOps
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Analyzing and Predicting Purchase Intent in E-commerce: Anonymous vs. Identified Customers
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Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing
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A Comparative Study between HLS and HDL on SoC for Image Processing Applications
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Team Assignment for Heterogeneous Multi-Robot Sensor Coverage through Graph Representation Learning
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Adaptation to Team Composition Changes for Heterogeneous Multi-Robot Sensor Coverage
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Efficient Trajectory Planning for Multiple Non-holonomic Mobile Robots via Prioritized Trajectory Optimization
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Solving large permutation flow-shop scheduling problems on GPU-accelerated supercomputers
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Exponential Convergence Rate for the Asymptotic Optimality of Whittle Index Policy
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Fundamental Theories in Node Failure Localization
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Online Connectivity-aware Dynamic Deployment for Heterogeneous Multi-Robot Systems
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A 55-line code for large-scale parallel topology optimization in 2D and 3D
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Resource Allocation for Improved User Experience with Live Video Streaming in 5G
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Fast and Efficient Parallel Breadth-First Search with Power-law Graph Transformation
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Monitoring Cyber-Physical Systems: From Design to Integration
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Trajectory Planning Under Stochastic and Bounded Sensing Uncertainties Using Reachability Analysis
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Edge (of the Earth) Replication: Optimizing Content Delivery in Large LEO Satellite Communication Networks
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Digital Detox -- Mitigating Digital Overuse in Times of Remote Work and Social Isolation
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Conspiracy Machines -- The Role of Social Bots during the COVID-19 Infodemic
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Virtually Extended Coworking Spaces? -- The Reinforcement of Social Proximity, Motivation and Knowledge Sharing Through ICT
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YouNiverse: Large-Scale Channel and Video Metadata from English-Speaking YouTube
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Program Analysis (an Appetizer)
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Summarizing Unstructured Logs in Online Services
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Session-based k-NNs with Semantic Suggestions for Next-item Prediction
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EffMoP: Efficient Motion Planning Based on Heuristic-Guided Motion Primitives Pruning and Path Optimization With Sparse-Banded Structure
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Social Distancing and the Internet: What Can Network Performance Measurements Tell Us?
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Petri Net Based Symbolic Model Checking for Computation Tree Logic of Knowledge
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A framework to semantify BPMN models using DEMO business transaction pattern
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A novel smoothed particle hydrodynamics formulation for thermo-capillary phase change problems with focus on metal additive manufacturing melt pool modeling
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Query expansion with artificially generated texts
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12-15-2020

On Fairness in Voting Consensus Protocols
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A Tool for Custom Construction of QMC and RQMC Point Sets
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Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies
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Muscle-inspired flexible mechanical logic architecture for colloidal robotics
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Minimizing Maintenance Cost Involving Flow-time and Tardiness Penalty with Unequal Release Dates
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Building an ID Card Repository with Progressive Web Application to Mitigate Fraud
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Recommenders with a mission: assessing diversity in newsrecommendations
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On probabilistic stable event structures
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Data Trading with a Monopoly Social Network: Outcomes are Mostly Privacy Welfare Damaging
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DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime
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Rigid chain in parallel kinematic positioning system
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Link Identifiability with Two Monitors: Auxiliary Algorithms and Proof of Selected Theorems
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Scalable and Safe Multi-Agent Motion Planning with Nonlinear Dynamics and Bounded Disturbances
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Beyond kinetic harm and towards a dynamic conceptualization of cyberterrorism
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Next Generation Opportunistic Networking in Beyond 5G Networks
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Adaptive Multi-Agent E-Learning Recommender Systems
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12-17-2020

Forward interval propagation through the Fourier discrete transform
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Time Aggregation Techniques Applied to a Capacity Expansion Model for Real-Life Sector Coupled Energy Systems
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Craig Smith