2020.3.2 CS papers

 

02-28-2020

Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts
by Mahsa Paknezhad et al

02-28-2020

Deep Learning Enabled Optimization of Downlink Beamforming Under Per-Antenna Power Constraints: Algorithms and Experimental Demonstration
by Juping Zhang et al

02-26-2020

Streaming Active Deep Forest for Evolving Data Stream Classification
by Anh Vu Luong et al

02-26-2020

On Leveraging Pretrained GANs for Limited-Data Generation
by Miaoyun Zhao et al

02-26-2020

Learning to Shade Hand-drawn Sketches
by Qingyuan Zheng et al

02-26-2020

Corrupted Multidimensional Binary Search: Learning in the Presence of Irrational Agents
by Akshay Krishnamurthy et al

02-25-2020

On the Optimization of Multi-Cloud Virtualized Radio Access Networks
by Fahri Wisnu Murti et al

02-25-2020

Protocol Proxy: An FTE-based Covert Channel
by Jonathan Oakley et al

02-26-2020

Inceptive Event Time-Surfaces for Object Classification Using Neuromorphic Cameras
by R Wes Baldwin et al

02-28-2020

Neural Inheritance Relation Guided One-Shot Layer Assignment Search
by Rang Meng et al

02-27-2020

Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction
by Abduallah Mohamed et al

02-27-2020

Finite Block Length Analysis on Quantum Coherence Distillation and Incoherent Randomness Extraction
by Masahito Hayashi et al

02-27-2020

Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs
by Saaduddin Mahmud et al

02-25-2020

Understanding and Mitigating the Tradeoff Between Robustness and Accuracy
by Aditi Raghunathan et al

02-25-2020

Coloring triangle-free L-graphs with O(loglogn)O(log⁡log⁡n) colors
by Bartosz Walczak

02-26-2020

CheXpedition: Investigating Generalization Challenges for Translation of Chest X-Ray Algorithms to the Clinical Setting
by Pranav Rajpurkar et al

02-25-2020

Analysis of Amnesiac Flooding
by Volker Turau

02-25-2020

Weighted PCL over product valuation monoids
by Vagia Karyoti et al

02-27-2020

Affinity guided Geometric Semi-Supervised Metric Learning
by Ujjal Kr Dutta et al

02-25-2020

A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition
by Erik McDermott et al

02-25-2020

DLSpec: A Deep Learning Task Exchange Specification
by Abdul Dakkak et al

02-25-2020

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network
by Jing Jin et al

02-25-2020

Multi-Attribute Guided Painting Generation
by Minxuan Lin et al

02-26-2020

Decidability of Sample Complexity of PAC Learning in finite setting
by Alberto Gandolfi

02-26-2020

Hierarchical Memory Decoding for Video Captioning
by Aming Wu et al

02-25-2020

MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
by Wenhui Wang et al

02-28-2020

A multi-layer approach to disinformation detection on Twitter
by Francesco Pierri et al

02-28-2020

Mixed Strategies for Robust Optimization of Unknown Objectives
by Pier Giuseppe Sessa et al

02-26-2020

Kernel Bi-Linear Modeling for Reconstructing Data on Manifolds: The Dynamic-MRI Case
by Gaurav N. Shetty et al

02-28-2020

Mobile Phone Usage Data for Credit Scoring
by Henri Ots et al

02-28-2020

On Material Optimisation for Nonlinearly ElasticPlates and Shells
by Peter Hornung et al

02-28-2020

Photonic Physical Unclonable Functions: From the Concept to Fully Functional Device Operating in the Field
by M. Akriotou et al

02-26-2020

Refined Strong Converse for the Constant Composition Codes
by Hao-Chung Cheng et al

02-26-2020

Analytical Equations based Prediction Approach for PM2.5 using Artificial Neural Network
by Jalpa Shah et al

02-26-2020

Detecting Potential Topics In News Using BERT, CRF and Wikipedia
by Swapnil Ashok Jadhav

02-25-2020

Smoothing Graphons for Modelling Exchangeable Relational Data
by Xuhui Fan et al

02-26-2020

Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next Level
by Maria Tirindelli et al

02-26-2020

Posterior Sampling for Anytime Motion Planning on Graphs with Expensive-to-Evaluate Edges
by Brian Hou et al

02-25-2020

TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar Systems
by Sourjya Roy et al

02-25-2020

Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data
by Yen-Chang Hsu et al

02-26-2020

Globally optimal consensus maximization for robust visual inertial localization in point and line map
by Yanmei Jiao et al

02-26-2020

Maximising Manipulability During Resolved-Rate Motion Control
by Jesse Haviland et al

02-26-2020

Limitations of Greed: Influence Maximization in Undirected Networks Re-visited
by Grant Schoenebeck et al

02-27-2020

Deep Randomized Neural Networks
by Claudio Gallicchio et al

02-26-2020

Graphcore C2 Card performance for image-based deep learning application: A Report
by Ilyes Kacher et al

02-25-2020

Diversity-Based Generalization for Neural Unsupervised Text Classification under Domain Shift
by Jitin Krishnan et al

02-25-2020

Speech2Phone: A Multilingual and Text Independent Speaker Identification Model
by Edresson Casanova et al

02-27-2020

TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images
by Ming Gong et al

02-27-2020

C-CoCoA: A Continuous Cooperative Constraint Approximation Algorithm to Solve Functional DCOPs
by Amit Sarker et al

02-25-2020

Optimal least-squares solution to the hand-eye calibration problem
by Amit Dekel et al

02-25-2020

Human Perception-Optimized Planning for Comfortable VR-Based Telepresence
by Israel Becerra et al

02-26-2020

A corrected decoupled scheme for chemotaxis models
by M. Akhmouch et al

02-25-2020

Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
by Yoonsik Kim et al

02-25-2020

Linear-Time Variational Integrators in Maximal Coordinates
by Jan Brüdigam et al

02-25-2020

Supervised Categorical Metric Learning with Schatten p-Norms
by Xuhui Fan et al

02-26-2020

ICE-BeeM: Identifiable Conditional Energy-Based Deep Models
by Ilyes Khemakhem et al

02-25-2020

BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations
by Thomas Scialom et al

02-25-2020

Biased Stochastic Gradient Descent for Conditional Stochastic Optimization
by Yifan Hu et al

02-25-2020

Software Engineering und Software Engineering Forschung im Zeitalter der Digitalisierung
by Michael Felderer et al

02-25-2020

MissDeepCausal: Causal Inference from Incomplete Data Using Deep Latent Variable Models
by Imke Mayer et al

02-27-2020

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
by Oindrila Saha et al

02-25-2020

Well-partitioned chordal graphs: obstruction set and disjoint paths
by Jungho Ahn et al

02-28-2020

Reinforcement Learning through Active Inference
by Alexander Tschantz et al

02-27-2020

The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers
by Hu Ding et al

02-25-2020

Stochastic encoding of graphs in deep learning allows for complex analysis of gender classification in resting-state and task functional brain networks from the UK Biobank
by Matthew Leming et al

02-25-2020

Learning Machines from Simulation to Real World
by Tomer Iwan et al

02-27-2020

Impact of Information Placement and User Representations in VR on Performance and Embodiment
by Sofia Seinfeld et al

02-27-2020

Binarized PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces
by Zhenisbek Assylbekov et al

02-25-2020

Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks
by Théodore Bluche et al

02-25-2020

Circle Loss: A Unified Perspective of Pair Similarity Optimization
by Yifan Sun et al

02-26-2020

An Optimal Control Model of Mouse Pointing Using the LQR
by Florian Fischer et al

02-25-2020

Nonbinary Error-Detecting Hybrid Codes
by Andrew Nemec et al

02-25-2020

Attribute-based Multi-Signature and Encryption for EHR Management: A Blockchain-based Solution
by Hao Guo et al

02-26-2020

When Do Drivers Concentrate? Attention-based Driver Behavior Modeling With Deep Reinforcement Learning
by Xingbo Fu et al

02-26-2020

Gini Index based Initial Coin Offering Mechanism
by Mingyu Guo et al

02-26-2020

Symmetric uncoded caching schemes with low subpacketization levels
by Tai Do Duc et al

02-26-2020

Mechanism Design for Public Projects via Neural Networks
by Guanhua Wang et al

02-25-2020

General Framework for Binary Classification on Top Samples
by Lukáš Adam et al

02-25-2020

Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis
by Lei Huang et al

02-25-2020

A Type Checker for a Logical Framework with Union and Intersection Types
by Luigi Liquori et al

02-25-2020

A New Minimax Theorem for Randomized Algorithms
by Shalev Ben-David et al

02-26-2020

Cacheable and Non-Cacheable Traffic Interplay in a Relay-Assisted Wireless Network
by Ioannis Avgouleas et al

02-27-2020

A Free-Energy Principle for Representation Learning
by Yansong Gao et al

02-27-2020

Supervised Enhanced Soft Subspace Clustering (SESSC) for TSK Fuzzy Classifiers
by Yuqi Cui et al

02-25-2020

A Tight Composition Theorem for the Randomized Query Complexity of Partial Functions
by Shalev Ben-David et al

02-27-2020

High Precision In-Pipe Robot Localization with Reciprocal Sensor Fusion
by Dapeng Zhao et al

02-26-2020

The Emerging Landscape of Explainable AI Planning and Decision Making
by Tathagata Chakraborti et al

02-28-2020

The Atrial Fibrillation Risk Score for Hyperthyroidism Patients
by Ilya V. Derevitskii et al

02-25-2020

Denoising IMU Gyroscopes with Deep Learning for Open-Loop Attitude Estimation
by Martin Brossard et al

02-26-2020

Bitvectors with runs and the successor/predecessor problem
by Adrián Gómez-Brandón

02-28-2020

Real time Smart Contracts for IoT using Blockchain and Collaborative Intelligence based Dynamic Pricing for the next generation Smart Toll Application
by Misha Abraham et al

02-28-2020

A U-Net Based Discriminator for Generative Adversarial Networks
by Edgar Schönfeld et al

02-27-2020

A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs
by Karl Øyvind Mikalsen et al

02-26-2020

Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization
by Shihao Jiang et al

02-25-2020

Achieving Single-Sensor Complex Activity Recognition from Multi-Sensor Training Data
by Paula Lago et al

02-26-2020

Representation Learning Through Latent Canonicalizations
by Or Litany et al

02-28-2020

DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding
by Yuyu Zhang et al

02-28-2020

Wind Speed Prediction using Deep Ensemble Learning with a Jet-like Architecture
by Aqsa Saeed Qureshi et al

02-28-2020

An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation
by Makoto Takamoto et al

02-25-2020

MuST-Cinema: a Speech-to-Subtitles corpus
by Alina Karakanta et al

02-25-2020

CausalML: Python Package for Causal Machine Learning
by Huigang Chen et al

02-25-2020

KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification
by Chengyu Wang et al

02-26-2020

Understanding Self-Training for Gradual Domain Adaptation
by Ananya Kumar et al

02-26-2020

MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware
by Matthias R. Hohmann et al

02-25-2020

Teaching the Old Dog New Tricks: Supervised Learning with Constraints
by Fabrizio Detassis et al

02-25-2020

Sequence-to-Sequence Imputation of Missing Sensor Data
by Joel Janek Dabrowski et al

02-27-2020

Do the Right Thing for Whom? An Experiment on Ingroup Favouritism, Group Assorting and Moral Suasion
by Ennio Bilancini et al

02-27-2020

Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds
by Vinorth Varatharasan et al

02-27-2020

Piecewise linear regressions for approximating distance metrics
by Josiah Putman et al

02-27-2020

Target Detection, Tracking and Avoidance System for Low-cost UAVs using AI-Based Approaches
by Vinorth Varatharasan et al

02-27-2020

Correlated Feature Selection with Extended Exclusive Group Lasso
by Yuxin Sun et al

02-27-2020

Certification of Semantic Perturbations via Randomized Smoothing
by Marc Fischer et al

02-27-2020

LEEP: A New Measure to Evaluate Transferability of Learned Representations
by Cuong V. Nguyen et al

02-26-2020

Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks
by Zhiqian Chen et al

02-28-2020

Infrared and 3D skeleton feature fusion for RGB-D action recognition
by Alban Main de Boissiere et al

02-25-2020

Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data
by Marc Finzi et al

02-28-2020

Review: Noise and artifact reduction for MRI using deep learning
by Daiki Tamada

02-25-2020

Off-Policy Deep Reinforcement Learning with Analogous Disentangled Exploration
by Anji Liu et al

02-25-2020

(De)Randomized Smoothing for Certifiable Defense against Patch Attacks
by Alexander Levine et al

02-25-2020

LoRa beyond ALOHA: An Investigation of Alternative Random Access Protocols
by Luca Beltramelli et al

02-25-2020

Measuring Basic Load-Balancing and Fail-Over Setups for Email Delivery via DNS MX Records
by Jukka Ruohonen

02-25-2020

The conical Radon transform with vertices on triple lines
by Markus Haltmeier et al

02-25-2020

Double-Spend Counterattacks: Threat of Retaliation in Proof-of-Work Systems
by Daniel J. Moroz et al

02-25-2020

Style Transfer for Light Field Photography
by David Hart et al

02-25-2020

A Sample Complexity Separation between Non-Convex and Convex Meta-Learning
by Nikunj Saunshi et al

02-26-2020

Proceedings 8th International Workshop on Theorem Proving Components for Educational Software
by Pedro Quaresma et al

02-28-2020

Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data
by Sebastian Lunz et al

02-26-2020

Gradient Boosted Flows
by Robert Giaquinto et al

02-26-2020

Efficient Multi-Agent Motion Planning in Continuous Workspaces Using Medial-Axis-Based Swap Graphs
by Liang He et al

02-27-2020

Subjective Quality Assessment for YouTube UGC Dataset
by Joong Gon Yim et al

02-26-2020

Layered Sampling for Robust Optimization Problems
by Hu Ding et al

02-26-2020

Acceleration of Actor-Critic Deep Reinforcement Learning for Visual Grasping in Clutter by State Representation Learning Based on Disentanglement of a Raw Input Image
by Taewon Kim et al

02-25-2020

Hierarchical Conditional Relation Networks for Video Question Answering
by Thao Minh Le et al

02-26-2020

Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions
by Kumar Abhishek et al

02-27-2020

Existence of dynamical low-rank approximations to parabolic problems
by Markus Bachmayr et al

02-27-2020

Annotation of Emotion Carriers in Personal Narratives
by Aniruddha Tammewar et al

02-26-2020

A Simple and Agile Cloud Infrastructure to Support Cybersecurity Oriented Machine Learning Workflows
by Konstantin Berlin et al

02-27-2020

Self-Supervised Deep Pose Corrections for Robust Visual Odometry
by Brandon Wagstaff et al

02-27-2020

Bringing freedom in variable choice when searching counter-examples in floating point programs
by Heytem Zitoun et al

02-27-2020

A Distributional Framework for Data Valuation
by Amirata Ghorbani et al

02-27-2020

Hallucinative Topological Memory for Zero-Shot Visual Planning
by Kara Liu et al

02-25-2020

Subcycling of particle orbits in variational, geometric electromagnetic particle-in-cell methods
by Eero Hirvijoki et al

02-25-2020

Network-Density-Controlled Decentralized Parallel Stochastic Gradient Descent in Wireless Systems
by Koya Sato et al

02-25-2020

Event Detection with Relation-Aware Graph Convolutional Neural Networks
by Shiyao Cui et al

02-25-2020

Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities
by Manh-Dung Nguyen et al

02-26-2020

Analysis of diversity-accuracy tradeoff in image captioning
by Ruotian Luo et al

02-26-2020

Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System
by A. A. Neloy et al

02-26-2020

Performance Analysis of Indoor mmWave Networks with Ceiling-Mounted Access Points
by Fadhil Firyaguna et al

02-26-2020

Disentangling Image Distortions in Deep Feature Space
by Simone Bianco et al

02-26-2020

An Extended Galerkin Analysis for Linear Elasticity with Strongly Symmetric Stress Tensor
by Qingguo Hong et al

02-26-2020

Profile Entropy: A Fundamental Measure for the Learnability and Compressibility of Discrete Distributions
by Yi Hao et al

02-27-2020

2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification
by Yu Zhang et al

02-26-2020

Fair Learning with Private Demographic Data
by Hussein Mozannar et al

02-25-2020

Distributed Ledger for Provenance Tracking of Artificial Intelligence Assets
by Philipp Lüthi et al

02-26-2020

Lipschitz standardization for robust multivariate learning
by Adrián Javaloy et al

02-26-2020

Feasible Joint Posterior Beliefs
by Itai Arieli et al

02-26-2020

LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning
by Tianyi Chen et al

02-26-2020

Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration
by Dominik Rivoir et al

02-26-2020

Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization
by Zhize Li et al

02-25-2020

A General Method for Robust Learning from Batches
by Ayush Jain et al

02-25-2020

Toward fast and accurate human pose estimation via soft-gated skip connections
by Adrian Bulat et al

02-25-2020

Problems with Shapley-value-based explanations as feature importance measures
by I. Elizabeth Kumar et al

02-25-2020

Causal Inference With Selectively-Deconfounded Data
by Kyra Gan et al

02-27-2020

Set-Constrained Viterbi for Set-Supervised Action Segmentation
by Jun Li et al

02-26-2020

Unshuffling Data for Improved Generalization
by Damien Teney et al

02-26-2020

BBAND Index: A No-Reference Banding Artifact Predictor
by Zhengzhong Tu et al

02-26-2020

HAM: Hybrid Associations Model with Pooling for Sequential Recommendation
by Bo Peng et al

02-26-2020

CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
by Qi Zhu et al

02-27-2020

RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments
by Roberta Raileanu et al

02-27-2020

Uncovering Insurance Fraud Conspiracy with Network Learning
by Chen Liang et al

02-27-2020

On Local Computation for Optimization in Multi-Agent Systems
by Robin Brown et al

02-27-2020

The Spectral Underpinning of word2vec
by Ariel Jaffe et al

02-26-2020

PressEm: Simulating Varying Button Tactility via FDVV Models
by Yi-Chi Liao et al

02-27-2020

Semantically-Guided Representation Learning for Self-Supervised Monocular Depth
by Vitor Guizilini et al

02-26-2020

Memory-Constrained No-Regret Learning in Adversarial Bandits
by Xiao Xu et al

02-26-2020

Exploitation of Human Trust, Curiosity and Ignorance by Malware
by Sundar Krishnan

02-25-2020

Fast Lower and Upper Estimates for the Price of Constrained Multiple Exercise American Options by Single Pass Lookahead Search and Nearest-Neighbor Martingale
by Nicolas Essis-Breton et al

02-25-2020

Comparison Study for Multi-vendor Versus Single-vendor for Enterprise Computer Networks
by Edmond Shami et al

02-25-2020

Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks
by Sven Koitka et al

02-25-2020

Label-guided Learning for Text Classification
by Xien Liu et al

02-25-2020

ScopeFlow: Dynamic Scene Scoping for Optical Flow
by Aviram Bar-Haim et al

02-26-2020

Performance Evaluation of Deep Generative Models for Generating Hand-Written Character Images
by Tanmoy Mondal et al

02-26-2020

NeuralSens: Sensitivity Analysis of Neural Networks
by J. Pizarroso et al

02-26-2020

PHS: A Toolbox for Parallel Hyperparameter Search
by Peter Michael Habelitz et al

02-27-2020

On Catastrophic Interference in Atari 2600 Games
by William Fedus et al

02-25-2020

Network Representation Learning for Link Prediction: Are we improving upon simple heuristics?
by Alexandru Mara et al

02-26-2020

Privacy-Preserving Distributed Clustering for Electrical Load Profiling
by Mengshuo Jia et al

02-25-2020

Machine Learning based prediction of noncentrosymmetric crystal materials
by Yuqi Song et al

02-26-2020

Multi-Modal Continuous Valence And Arousal Prediction in the Wild Using Deep 3D Features and Sequence Modeling
by Sowmya Rasipuram et al

02-25-2020

Towards Learning a Universal Non-Semantic Representation of Speech
by Joel Shor et al

02-25-2020

Gesture recognition with 60GHz 802.11 waveforms
by Eran Hof et al

02-26-2020

Neural Parametric Fokker-Planck Equations
by Shu Liu et al

02-25-2020

Self-supervised Image Enhancement Network: Training with Low Light Images Only
by Yu Zhang et al

02-25-2020

Bandwidth-Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking
by Zhixiang Gu et al

02-26-2020

A neural network model of perception and reasoning
by Paul J. Blazek et al

02-26-2020

Assessing Graph-based Deep Learning Models for Predicting Flash Point
by Xiaoyu Sun et al

02-26-2020

Fast Linear Convergence of Randomized BFGS
by Dmitry Kovalev et al

02-26-2020

Computational Aspects of Geometric Algebra Products of Two Homogeneous Multivectors
by Stephane Breuils et al

02-26-2020

From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN)
by Xin Ye et al

02-25-2020

A structural attack to the DME-(3,2,q) cryptosystem
by Martin Avendano et al

02-25-2020

Training Binary Neural Networks using the Bayesian Learning Rule
by Xiangming Meng et al

02-27-2020

Vortex: OpenCL Compatible RISC-V GPGPU
by Fares Elsabbagh et al

02-25-2020

Cautious Reinforcement Learning with Logical Constraints
by Mohammadhosein Hasanbeig et al

02-25-2020

Random-Order Models
by Anupam Gupta et al

02-26-2020

A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm
by Sungwon Han et al

02-27-2020

Cross-modality Person re-identification with Shared-Specific Feature Transfer
by Yan Lu et al

02-27-2020

An Improved Generic ER Schema for Conceptual Modeling of Information Systems
by Dhammika Pieris et al

02-27-2020

Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs)
by Shipu Zhao et al

02-27-2020

Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples
by Michał Okulewicz et al

02-27-2020

Node Immunization with Non-backtracking Eigenvalues
by Leo Torres et al

02-25-2020

Turning 30: New Ideas in Inductive Logic Programming
by Andrew Cropper et al

02-26-2020

Predicting Neural Network Accuracy from Weights
by Thomas Unterthiner et al

02-26-2020

Non-Asymptotic Bounds for Zeroth-Order Stochastic Optimization
by Nirav Bhavsar et al

02-27-2020

Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment
by Min Hun Lee et al

02-28-2020

Convolutional Spectral Kernel Learning
by Jian Li et al

02-28-2020

The Moving Discontinuous Galerkin Finite Element Method with Interface Condition Enforcement for Compressible Viscous Flows
by Andrew D. Kercher et al

02-25-2020

Voronoi-based similarity distances between arbitrary crystal lattices
by Marco Michele Mosca et al

02-25-2020

A more abstractive summarization model
by Satyaki Chakraborty et al

02-25-2020

Improved Lower Bound for Competitive Graph Exploration
by Alexander Birx et al

02-27-2020

Bringing Inter-Thread Cache Benefits to Federated Scheduling -- Extended Results & Technical Report
by Corey Tessler et al

02-25-2020

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
by Sangwoo Mo et al

02-26-2020

Deep Learning Based Cell Parasites Detection
by X. F. Xu et al

02-26-2020

Fail-safe Flight of a Fully-Actuated Quadcopter in a Single Motor Failure
by Seung Jae Lee et al

02-26-2020

Convergence to Second-Order Stationarity for Non-negative Matrix Factorization: Provably and Concurrently
by Ioannis Panageas et al

02-26-2020

Improved Extension Protocols for Byzantine Broadcast and Agreement
by Kartik Nayak et al

02-26-2020

MGA: Momentum Gradient Attack on Network
by Jinyin Chen et al

02-26-2020

A multiscale scheme accurately simulates macroscale shocks in an equation-free framework
by John Maclean et al

02-26-2020

Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling
by C. Kim et al

02-25-2020

A Deep Learning Framework for Simulation and Defect Prediction Applied in Microelectronics
by Nikolaos Dimitriou et al

02-26-2020

Kalman Recursions Aggregated Online
by Eric Adjakossa et al

02-26-2020

Evolving Losses for Unsupervised Video Representation Learning
by AJ Piergiovanni et al

02-26-2020

Optimistic Exploration even with a Pessimistic Initialisation
by Tabish Rashid et al

02-27-2020

A Data Dependent Algorithm for Querying Earth Movers Distance with Low Doubling Dimension
by Hu Ding et al

02-26-2020

Deep Learning for Biomedical Image Reconstruction: A Survey
by Hanene Ben Yedder et al

02-28-2020

The Implicit and Explicit Regularization Effects of Dropout
by Colin Wei et al

02-28-2020

Social Welfare and Price of Anarchy in Preemptive Priority Queues
by Jonathan Chamberlain et al

02-28-2020

Multivariate Haar systems in Besov function spaces
by Peter Oswald

02-28-2020

First Order Methods take Exponential Time to Converge to Global Minimizers of Non-Convex Functions
by Krishna Reddy Kesari et al

02-28-2020

Applying Tensor Decomposition to image for Robustness against Adversarial Attack
by Seungju Cho et al

02-25-2020

Routing in Unit Disk Graphs without Dynamic Headers
by Wolfgang Mulzer et al

02-25-2020

An Assignment Problem Formulation for Dominance Move Indicator
by Claudio Lucio do Val Lopes et al

02-26-2020

The Efficiency of Best-Response Dynamics
by Michal Feldman et al

02-26-2020

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Online Learning for Active Cache Synchronization
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Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning
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Numerical analysis of two Galerkin discretizations with graded temporal grids for fractional evolution equations
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Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction
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Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers
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Quantum Attacks without Superposition Queries: the Offline Simons Algorithm
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Off-Policy Evaluation and Learning for External Validity under a Covariate Shift
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Marathi To English Neural Machine Translation With Near Perfect Corpus And Transformers
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Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures
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Learning Product Graphs Underlying Smooth Graph Signals
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DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures
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Deep Representation Learning on Long-tailed Data: A Learnable Embedding Augmentation Perspective
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A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems
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Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation
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Adversarial Attack on Deep Product Quantization Network for Image Retrieval
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Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
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Weak Supervision in Convolutional Neural Network for Semantic Segmentation of Diffuse Lung Diseases Using Partially Annotated Dataset
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Sub-Goal Trees -- a Framework for Goal-Based Reinforcement Learning
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Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
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Romu: Fast Nonlinear Pseudo-Random Number Generators Providing High Quality
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Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis
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A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification
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Echo State Neural Machine Translation
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Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses
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Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEs
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In-Hand Object Pose Tracking via Contact Feedback and GPU-Accelerated Robotic Simulation
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On the Capacity of Fractal D2D Social Networks with Hierarchical Communications
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Defending against Backdoor Attack on Deep Neural Networks
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Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes
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Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey
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Generating Followup Questions for Interpretable Multi-hop Question Answering
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02-28-2020

BlueFlood: Concurrent Transmissions for Multi-Hop Bluetooth 5 -- Modeling and Evaluation
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Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back
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Explaining Non-Bisimilarity in a Coalgebraic Approach: Games and Distinguishing Formulas
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PASCAL: Timing SCA Resistant Design and Verification Flow
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02-27-2020

Advances in Collaborative Filtering and Ranking
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02-27-2020

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Sketch-to-Art: Synthesizing Stylized Art Images From Sketches
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Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization
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SWARM: Adaptive Load Balancing in Distributed Streaming Systems for Big Spatial Data
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GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering
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Non-Gaussian Chance-Constrained Trajectory Planning for Autonomous Vehicles in the Presence of Uncertain Agents
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G-Learner and GIRL: Goal Based Wealth Management with Reinforcement Learning
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Deep Slow Motion Video Reconstruction with Hybrid Imaging System
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02-27-2020

High-Dimensional Feature Selection for Genomic Datasets
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02-27-2020

The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity
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02-27-2020

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Structure-preserving Reduced Order Modeling of non-traditional Shallow Water Equation
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02-27-2020

Temporal Convolutional Attention-based Network For Sequence Modeling
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Gamma-Reward: A Novel Multi-Agent Reinforcement Learning Method for Traffic Signal Control
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Self-Tuning Deep Reinforcement Learning
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02-28-2020

Automatic Perturbation Analysis on General Computational Graphs
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02-28-2020

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02-25-2020

PointAugment: an Auto-Augmentation Framework for Point Cloud Classification
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02-28-2020

A Big Data Enabled Channel Model for 5G Wireless Communication Systems
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02-28-2020

Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields
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Stagewise Enlargement of Batch Size for SGD-based Learning
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02-26-2020

Differentially Private Mean Embeddings with Random Features (DP-MERF) for Simple & Practical Synthetic Data Generation
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Integer Plane Multiflow Maximisation:Flow-Cut Gap and One-Quarter-Approximation
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02-28-2020

Linear Features Observation Model for Autonomous Vehicle Localization
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Massive MIMO Asymptotics for Ray-Based Propagation Channels
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02-26-2020

GLAS: Global-to-Local Safe Autonomy Synthesis for Multi-Robot Motion Planning with End-to-End Learning
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Disentangling Adaptive Gradient Methods from Learning Rates
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Universal Phone Recognition with a Multilingual Allophone System
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02-27-2020

A nonconforming pressure-robust finite element method for the Stokes equations on anisotropic meshes
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02-27-2020

Imbalance Learning for Variable Star Classification
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02-27-2020

Unmet Needs and Opportunities for Mobile Translation AI
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Numerical Solution of Inverse Problems by Weak Adversarial Networks
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02-26-2020

Streaming with Oracle: New Streaming Algorithms for Edit Distance and LCS
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02-25-2020

Robust Estimation, Prediction and Control with Linear Dynamics and Generic Costs
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02-25-2020

Amplitude and Phase Estimation for Absolute Calibration of Massive MIMO Front-Ends
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02-25-2020

Failure Trace Semantics for a Process Algebra with Time-outs (preliminary report)
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02-25-2020

Error estimates for semidiscrete Galerkin and collocation approximations to pseudo-parabolic problems with Dirichlet conditions
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02-25-2020

On the use of spectral discretizations with time strong stability preserving properties to Dirichlet pseudo-parabolic problems
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Low Complexity Iterative Receiver Design for Sparse Code Multiple Access
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02-25-2020

Device Heterogeneity in Federated Learning: A Superquantile Approach
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02-27-2020

Safe and Compliant Control of Redundant Robots Using a Stack of Passive Task-Space Controllers
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02-28-2020

DROCC: Deep Robust One-Class Classification
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02-27-2020

Structure aware Runge-Kutta time stepping for spacetime tents
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02-27-2020

Lipschitz and Comparator-Norm Adaptivity in Online Learning
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02-27-2020

Learning Representations by Predicting Bags of Visual Words
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Spectral Sparsification via Bounded-Independence Sampling
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3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation
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Binary Scoring Rules that Incentivize Precision
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02-26-2020

A general framework for ensemble distribution distillation
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Peripheral-free Device Pairing by Randomly Switching Power
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02-25-2020

Distributed Algorithms for Composite Optimization: Unified and Tight Convergence Analysis
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02-25-2020

Generalized Product Quantization Network for Semi-supervised Hashing
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02-25-2020

Age-optimal Service and Decision Scheduling in Internet of Things
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02-25-2020

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02-26-2020

On Certifying Robustness against Backdoor Attacks via Randomized Smoothing
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02-27-2020

Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning?
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02-27-2020

Supervised Dimensionality Reduction and Visualization using Centroid-encoder
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02-27-2020

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02-27-2020

DGST : Discriminator Guided Scene Text detector
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02-27-2020

Efficiently Guiding Imitation Learning Algorithms with Human Gaze
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02-27-2020

Learning Multivariate Hawkes Processes at Scale
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02-27-2020

Forensic analysis of the Windows telemetry for diagnostics
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02-27-2020

Decentralized Federated Learning via SGD over Wireless D2D Networks
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02-27-2020

Detecting Patch Adversarial Attacks with Image Residuals
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02-27-2020

Fast Join Project Query Evaluation using Matrix Multiplication
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02-27-2020

Do ML Experts Discuss Explainability for AI Systems? A discussion case in the industry for a domain-specific solution
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02-25-2020

Semantic Relatedness for Keyword Disambiguation: Exploiting Different Embeddings
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02-26-2020

Quantifying daseinisation using Shannon entropy
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02-27-2020

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02-25-2020

Least Squares Optimization: from Theory to Practice
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02-27-2020

Exploration-efficient Deep Reinforcement Learning with Demonstration Guidance for Robot Control
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02-27-2020

Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes
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02-27-2020

Discrete Adjoint Implicit Peer Methods in Optimal Control
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02-27-2020

Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization
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02-27-2020

Residuated implications derived from quasi-overlap functions on lattices
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02-27-2020

Optimizing Memory-Access Patterns for Deep Learning Accelerators
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02-25-2020

Counterfactual fairness: removing direct effects through regularization
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02-28-2020

Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies
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02-28-2020

Quantile Regularization: Towards Implicit Calibration of Regression Models
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02-28-2020

Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation
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02-28-2020

The estimation error of general first order methods
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02-26-2020

Distributed Cross-Blockchain Transactions
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02-26-2020

SACBP: Belief Space Planning for Continuous-Time Dynamical Systems via Stochastic Sequential Action Control
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02-26-2020

Knowledge Cores in Large Formal Contexts
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02-25-2020

Algorithms for Optimizing Fleet Scheduling of Air Ambulances
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02-28-2020

Automatic Section Recognition in Obituaries
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02-28-2020

A Linear Algebra Approach for Detecting Binomiality of Steady State Ideals of Reversible Chemical Reaction Networks
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02-28-2020

Criteria for the numerical constant recognition
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02-28-2020

Edge-Disjoint Branchings in Temporal Graphs
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02-27-2020

Handling Position Bias for Unbiased Learning to Rank in Hotels Search
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02-27-2020

Detecting and Recovering Adversarial Examples: An Input Sensitivity Guided Method
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02-27-2020

Utilizing Network Properties to Detect Erroneous Inputs
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02-25-2020

FedCoin: A Peer-to-Peer Payment System for Federated Learning
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02-25-2020

Reliable Estimation of Kullback-Leibler Divergence by Controlling Discriminator Complexity in the Reproducing Kernel Hilbert Space
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02-25-2020

NOMA Design with Power-Outage Tradeoff for Two-User Systems
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Information Directed Sampling for Linear Partial Monitoring
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02-25-2020

IoT Based Real Time Noise Mapping System for Urban Sound Pollution Study
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02-27-2020

Compressing Large-Scale Transformer-Based Models: A Case Study on BERT
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02-27-2020

Adapted tree boosting for Transfer Learning
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02-25-2020

Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge
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02-25-2020

Forming Diverse Teams from Sequentially Arriving People
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02-27-2020

Membership Inference Attacks and Defenses in Supervised Learning via Generalization Gap
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02-27-2020

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HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning
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02-26-2020

A multi-sided generalization of the C0C0 Coons patch
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02-27-2020

Entangled Watermarks as a Defense against Model Extraction
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02-27-2020

Tensor network approaches for learning non-linear dynamical laws
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Polar-Slotted ALOHA over Slot Erasure Channels
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02-26-2020

A Polynomial Time Algorithm for Almost Optimal Vertex Fault Tolerant Spanners
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02-26-2020

Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
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PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models
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Quantum Distributed Complexity of Set Disjointness on a Line
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Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization
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02-26-2020

Cell cycle and protein complex dynamics in discovering signaling pathways
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02-28-2020

Spectral neighbor joining for reconstruction of latent tree models
by Ariel Jaffe et al

02-27-2020

Metamorphic Testing: A New Approach for Generating Next Test Cases
by T. Y. Chen et al

02-27-2020

UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia
by Ali Akbar Septiandri et al

02-28-2020

Robust Unsupervised Neural Machine Translation with Adversarial Training
by Haipeng Sun et al

02-25-2020

Degrees of incomputability, realizability and constructive reverse mathematics
by Takayuki Kihara

02-27-2020

MetFlow: A New Efficient Method for Bridging the Gap between Markov Chain Monte Carlo and Variational Inference
by Achille Thin et al

02-27-2020

The Complexity of Finding Tangles
by Oksana Firman et al

02-27-2020

ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images
by Usman Sajid et al

02-25-2020

Unsupervised Semantic Attribute Discovery and Control in Generative Models
by William Paul et al

02-27-2020

Plannable Approximations to MDP Homomorphisms: Equivariance under Actions
by Elise van der Pol et al

02-27-2020

Can We Find Near-Approximately-Stationary Points of Nonsmooth Nonconvex Functions?
by Ohad Shamir

02-27-2020

Face Verification Using 60~GHz 802.11 waveforms
by Eran Hof et al

02-27-2020

Attention-guided Chained Context Aggregation for Semantic Segmentation
by Quan Tang et al

02-27-2020

Understanding and Enhancing Mixed Sample Data Augmentation
by Ethan Harris et al

02-27-2020

Comparing (Empirical-Gramian-Based) Model Order Reduction Algorithms
by Christian Himpe

02-28-2020

Synchronization in 5G: a Bayesian Approach
by M. Goodarzi et al

02-25-2020

The firefighter problem on polynomial and intermediate growth groups
by Gideon Amir et al

02-26-2020

Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models
by Théo Galy-Fajou et al

02-28-2020

A Deep Generative Model for Fragment-Based Molecule Generation
by Marco Podda et al

02-25-2020

Rate Distortion Optimized Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression
by Qi Liu et al

02-25-2020

Robust Wireless Fingerprinting: Generalizing Across Space and Time
by Metehan Cekic et al

02-25-2020

Interactive, Effort-Aware Library Version Harmonization
by Kaifeng Huang et al

02-25-2020

Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction
by Joel Janek Dabrowski et al

02-26-2020

Query-Efficient Correlation Clustering
by David García-Soriano et al

02-26-2020

PointTrackNet: An End-to-End Network For 3-D Object Detection and Tracking From Point Clouds
by Sukai Wang et al

02-26-2020

CLARA: Clinical Report Auto-completion
by Siddharth Biswal et al

02-25-2020

Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans
by Nikolaos Dimitriou et al

02-26-2020

Provable Meta-Learning of Linear Representations
by Nilesh Tripuraneni et al

02-27-2020

On Metric DBSCAN with Low Doubling Dimension
by Hu Ding et al

02-27-2020

Auto-Encoding Twin-Bottleneck Hashing
by Yuming Shen et al

02-25-2020

Role of Intrinsic Motivation in User Interface Design to Enhance Worker Performance in Amazon MTurk
by Pushyami Kaveti et al

02-28-2020

Global Convergence and Geometric Characterization of Slow to Fast Weight Evolution in Neural Network Training for Classifying Linearly Non-Separable Data
by Ziang Long et al

02-25-2020

LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip
by Febin Sunny et al

02-27-2020

Genetic algorithms with permutation-based representation for computing the distance of linear codes
by M. P. Cuéllar et al

02-27-2020

Multi-tier Automated Planning for Adaptive Behavior (Extended Version)
by Daniel Ciolek et al

02-25-2020

MagnifierNet: Towards Semantic Regularization and Fusion for Person Re-identification
by Yushi Lan et al

02-25-2020

Hedonic Seat Arrangement Problems
by Hans L. Bodlaender et al

02-25-2020

Ground Texture Based Localization Using Compact Binary Descriptors
by Jan Fabian Schmid et al

02-27-2020

Unbiased Scene Graph Generation from Biased Training
by Kaihua Tang et al

02-27-2020

Features for Ground Texture Based Localization -- A Survey
by Jan Fabian Schmid et al

02-27-2020

A Lower Bound of the Number of Rewrite Rules Obtained by Homological Methods
by Mirai Ikebuchi

02-27-2020

How Much Can A Retailer Sell? Sales Forecasting on Tmall
by Chaochao Chen et al

02-27-2020

Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directions in Neuromorphic Engineering
by Sumon Kumar Bose et al

02-27-2020

Sigma-3: Integration and Analysis of a 6 DOF Robotic Arm Configuration in a Rescue Robot
by R. A. Bindu et al

02-27-2020

Dataset Search In Biodiversity Research: Do Metadata In Data Repositories Reflect Scholarly Information Needs?
by Felicitas Löffler et al

02-27-2020

Impact of Visuomotor Feedback on the Embodiment of Virtual Hands Detached from the Body
by Sofia Seinfeld et al

02-25-2020

Design of NFV Platforms: A Survey
by Tianzhu Zhang

02-25-2020

Relevant-features based Auxiliary Cells for Energy Efficient Detection of Natural Errors
by Sai Aparna Aketi et al

02-26-2020

Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy
by Aditya Saligrama et al

02-26-2020

The Landscape of Matrix Factorization Revisited
by Hossein Valavi et al

02-26-2020

Deep Residual-Dense Lattice Network for Speech Enhancement
by Mohammad Nikzad et al

02-28-2020

Behavioural Types for Memory and Method Safety in a Core Object-Oriented Language
by Mario Bravetti et al

02-25-2020

A generalized finite element method for problems with sign-changing coefficients
by Théophile Chaumont-Frelet et al

02-25-2020

Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction
by Stefan Eggenreich et al

02-25-2020

sBSNN: Stochastic-Bits Enabled Binary Spiking Neural Network with On-Chip Learning for Energy Efficient Neuromorphic Computing at the Edge
by Minsuk Koo et al

02-25-2020

The Threshold Dimension and Irreducible Graphs
by Lucas Mol et al

02-25-2020

Topologically sensitive metaheuristics
by Aleksandar Kartelj et al

02-28-2020

Implicit algorithms for eigenvector nonlinearities
by Elias Jarlebring et al

02-28-2020

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training
by Hangbo Bao et al

02-25-2020

Geometric Fusion via Joint Delay Embeddings
by Elchanan Solomon et al

02-25-2020

Interactive Summarizing -- Automatic Slide Localization Technology as Generative Learning Tool
by Lili Yan et al

02-25-2020

Safe Optimal Control under Parametric Uncertainties
by Hemanth Sarabu et al

 
Craig Smith