2022.3.21 CS papers

 

03-16-2022

The Mathematics of Artificial Intelligence
by Gitta Kutyniok

03-15-2022

Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective
by Gowthami Somepalli et al

03-16-2022

Object discovery and representation networks
by Olivier J. Hénaff et al

03-17-2022

TensoRF: Tensorial Radiance Fields
by Anpei Chen et al

03-15-2022

An explainability framework for cortical surface-based deep learning
by Fernanda L. Ribeiro et al

03-16-2022

HybridNets: End-to-End Perception Network
by Dat Vu et al

03-16-2022

Latent Image Animator: Learning to Animate Images via Latent Space Navigation
by Yaohui Wang et al

03-17-2022

One-Shot Adaptation of GAN in Just One CLIP
by Gihyun Kwon et al

03-16-2022

Memorizing Transformers
by Yuhuai Wu et al

03-15-2022

DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection
by Yingwei Li et al

03-15-2022

Does Corpus Quality Really Matter for Low-Resource Languages?
by Mikel Artetxe et al

03-15-2022

OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction
by Wenbin Lin et al

03-16-2022

Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors
by Xinyu Yi et al

03-15-2022

Animatable Neural Implicit Surfaces for Creating Avatars from Videos
by Sida Peng et al

03-17-2022

Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image
by Xuanchi Ren et al

03-15-2022

An Empirical Study of Market Inefficiencies in Uniswap and SushiSwap
by Jan Arvid Berg et al

03-17-2022

Transframer: Arbitrary Frame Prediction with Generative Models
by Charlie Nash et al

03-17-2022

Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge
by Shintaro Yamamoto et al

03-16-2022

Integrating Language Guidance into Vision-based Deep Metric Learning
by Karsten Roth et al

03-16-2022

Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
by Shuohang Wang et al

03-15-2022

One Network Doesnt Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning
by Sharath Girish et al

03-18-2022

Three things everyone should know about Vision Transformers
by Hugo Touvron et al

03-16-2022

Non-isotropy Regularization for Proxy-based Deep Metric Learning
by Karsten Roth et al

03-16-2022

Dual Diffusion Implicit Bridges for Image-to-Image Translation
by Xuan Su et al

03-17-2022

Fine Detailed Texture Learning for 3D Meshes with Generative Models
by Aysegul Dundar et al

03-17-2022

How to Write Beautiful Process-and-Data-Science Papers?
by Wil M. P. van der Aalst

03-15-2022

MotionCLIP: Exposing Human Motion Generation to CLIP Space
by Guy Tevet et al

03-16-2022

Lazy-MDPs: Towards Interpretable Reinforcement Learning by Learning When to Act
by Alexis Jacq et al

03-15-2022

Scalable Bigraphical Lasso: Two-way Sparse Network Inference for Count Data
by Sijia Li et al

03-15-2022

Surrogate Gap Minimization Improves Sharpness-Aware Training
by Juntang Zhuang et al

03-17-2022

Behavior-aware Account De-anonymization on Ethereum Interaction Graph
by Jiajun Zhou et al

03-17-2022

Time and the Value of Data
by Ehsan Valavi et al

03-17-2022

Finding Structural Knowledge in Multimodal-BERT
by Victor Milewski et al

03-15-2022

The Ghost in the Machine has an American accent: value conflict in GPT-3
by Rebecca L Johnson et al

03-16-2022

AI Autonomy: Self-Initiation, Adaptation and Continual Learning
by Bing Liu et al

03-16-2022

BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages
by Manuel Mager et al

03-16-2022

Natural Language Communication with a Teachable Agent
by Rachel Love et al

03-16-2022

Kan Extensions in Data Science and Machine Learning
by Dan Shiebler

03-16-2022

Context-Aware Drift Detection
by Oliver Cobb et al

03-16-2022

Morse Theoretic Signal Compression and Reconstruction on Chain Complexes
by Stefania Ebli et al

03-15-2022

Optimal Damping with Hierarchical Adaptive Quadrature for Efficient Fourier Pricing of Multi-Asset Options in L\evy Models
by Christian Bayer et al

03-16-2022

Deep vanishing point detection: Geometric priors make dataset variations vanish
by Yancong Lin et al

03-17-2022

RoMe: A Robust Metric for Evaluating Natural Language Generation
by Md Rashad Al Hasan Rony et al

03-16-2022

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
by En-Shiun Annie Lee et al

03-17-2022

Maximum Likelihood Estimation in Gaussian Process Regression is Ill-Posed
by Toni Karvonen et al

03-17-2022

The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination and Communication Between Agents
by Patrick M. Pilarski et al

03-17-2022

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation
by Zhe Hu et al

03-15-2022

Diffusion Probabilistic Modeling for Video Generation
by Ruihan Yang et al

03-16-2022

Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation
by Zhiwei He et al

03-16-2022

A Feasibility Study of Answer-Unaware Question Generation for Education
by Liam Dugan et al

03-17-2022

ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection
by Thomas Hartvigsen et al

03-17-2022

Semantic-aligned Fusion Transformer for One-shot Object Detection
by Yizhou Zhao et al

03-16-2022

CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning
by Yue Wang et al

03-16-2022

KinyaBERT: a Morphology-aware Kinyarwanda Language Model
by Antoine Nzeyimana et al

03-16-2022

Unsupervised Semantic Segmentation by Distilling Feature Correspondences
by Mark Hamilton et al

03-17-2022

How Many Data Samples is an Additional Instruction Worth?
by Ravsehaj Singh Puri et al

03-16-2022

UNIMO-2: End-to-End Unified Vision-Language Grounded Learning
by Wei Li et al

03-16-2022

Turning Stocks into Memes: A Dataset for Understanding How Social Communities Can Drive Wall Street
by Richard Alvarez et al

03-16-2022

Code Smells in Elixir: Early Results from a Grey Literature Review
by Lucas Francisco da Matta Vegi et al

03-17-2022

AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation
by Paritosh Mittal et al

03-17-2022

Visualizing Riemannian data with Rie-SNE
by Andri Bergsson et al

03-15-2022

Improving Word Translation via Two-Stage Contrastive Learning
by Yaoyiran Li et al

03-17-2022

Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
by Giuseppe Attanasio et al

03-17-2022

Knowledge Graph-Enabled Text-Based Automatic Personality Prediction
by Majid Ramezani et al

03-16-2022

Multimodal Learning on Graphs for Disease Relation Extraction
by Yucong Lin et al

03-17-2022

Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss
by Yantao Gong et al

03-17-2022

POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps
by Huang Jizhou et al

03-17-2022

Prediction of speech intelligibility with DNN-based performance measures
by Angel Mario Castro Martinez et al

03-16-2022

Whither the Priors for (Vocal) Interactivity?
by Roger K. Moore

03-16-2022

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training
by Luyang Huang et al

03-16-2022

C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References
by Xiang Yue et al

03-16-2022

Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video
by Wen-Li Wei et al

03-17-2022

Modeling Dual Read/Write Paths for Simultaneous Machine Translation
by Shaolei Zhang et al

03-15-2022

Unified Visual Transformer Compression
by Shixing Yu et al

03-16-2022

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
by Chen-Yu Lee et al

03-17-2022

An Interactive Explanatory AI System for Industrial Quality Control
by Dennis Müller et al

03-17-2022

Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation
by Xinyi Wang et al

03-17-2022

Time Dependency, Data Flow, and Competitive Advantage
by Ehsan Valavi et al

03-17-2022

When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation
by Ehsan Kamalloo et al

03-18-2022

A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation
by Rachel M. Bittner et al

03-16-2022

Dont Say What You Dont Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
by Daniel King et al

03-16-2022

ConTinTin: Continual Learning from Task Instructions
by Wenpeng Yin et al

03-16-2022

Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT
by Jing Zhao et al

03-16-2022

Label Semantics for Few Shot Named Entity Recognition
by Jie Ma et al

03-17-2022

Combining Static and Contextualised Multilingual Embeddings
by Katharina Hämmerl et al

03-16-2022

Creating Multimedia Summaries Using Tweets and Videos
by Anietie Andy et al

03-17-2022

Geodesics and dynamical information projections on the manifold of H\older equilibrium probabilities
by Artur O. Lopes et al

03-17-2022

Universal Conditional Masked Language Pre-training for Neural Machine Translation
by Pengfei Li et al

03-16-2022

Counterfactual Inference of Second Opinions
by Nina Corvelo Benz et al

03-15-2022

Discrete approximations to Dirac operators and norm resolvent convergence
by Horia D. Cornean et al

03-17-2022

EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training
by Yuxian Gu et al

03-17-2022

Gaussian Multi-head Attention for Simultaneous Machine Translation
by Shaolei Zhang et al

03-15-2022

Active Exploration for Neural Global Illumination of Variable Scenes
by Stavros Diolatzis et al

03-16-2022

Morphological Processing of Low-Resource Languages: Where We Are and Whats Next
by Adam Wiemerslage et al

03-16-2022

Synthetic Question Value Estimation for Domain Adaptation of Question Answering
by Xiang Yue et al

03-17-2022

Ask to Understand: Question Generation for Multi-hop Question Answering
by Jiawei Li et al

03-15-2022

Benchmarking and Interpreting End-to-end Learning of MIMO and Multi-User Communication
by Jinxiang Song et al

03-17-2022

Multilingual Detection of Personal Employment Status on Twitter
by Manuel Tonneau et al

03-16-2022

AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension
by Xiao Li et al

03-15-2022

Deep learning for radar data exploitation of autonomous vehicle
by Arthur Ouaknine

03-15-2022

Trustworthy Deep Learning via Proper Calibration Errors: A Unifying Approach for Quantifying the Reliability of Predictive Uncertainty
by Sebastian Gruber et al

03-16-2022

Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs
by Enis Simsar et al

03-15-2022

Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models
by Mark Chu et al

03-16-2022

Are Shortest Rationales the Best Explanations for Human Understanding?
by Hua Shen et al

03-17-2022

Revisiting the Dunn-Belnap logic
by Carolina Blasio

03-16-2022

Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework
by Shaolei Zhang et al

03-16-2022

An Analysis of Negation in Natural Language Understanding Corpora
by Md Mosharaf Hossain et al

03-15-2022

Machine Learning and Cosmology
by Cora Dvorkin et al

03-17-2022

An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models
by Sweta Agrawal et al

03-16-2022

Can Pre-trained Language Models Interpret Similes as Smart as Human?
by Qianyu He et al

03-17-2022

On Vision Features in Multimodal Machine Translation
by Bei Li et al

03-17-2022

RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
by Yew Ken Chia et al

03-15-2022

Locally refined quad meshing for linear elasticity problems based on convolutional neural networks
by Chiu Ling Chan et al

03-16-2022

Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning
by Miryam de Lhoneux et al

03-16-2022

Multi-Stage Prompting for Knowledgeable Dialogue Generation
by Zihan Liu et al

03-15-2022

Optimal mixing for two-state anti-ferromagnetic spin systems
by Xiaoyu Chen et al

03-18-2022

Do Deep Networks Transfer Invariances Across Classes?
by Allan Zhou et al

03-17-2022

Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models
by Aaron Mueller et al

03-16-2022

One Bad Apple Can Spoil Your IPv6 Privacy
by Said Jawad Saidi et al

03-15-2022

Spot the Difference: A Cooperative Object-Referring Game in Non-Perfectly Co-Observable Scene
by Duo Zheng et al

03-18-2022

Convex Optimization-Based Structure-Preserving Filter For Multidimensional Finite Element Simulations
by Vidhi Zala et al

03-17-2022

Abstract Interpretation on E-Graphs
by Samuel Coward et al

03-17-2022

Efficient and certified solution of parametrized one-way coupled problems through DEIM-based data projection across non-conforming interfaces
by Elena Zappon et al

03-17-2022

elBERto: Self-supervised Commonsense Learning for Question Answering
by Xunlin Zhan et al

03-16-2022

Artificial Intelligence Enables Real-Time and Intuitive Control of Prostheses via Nerve Interface
by Diu Khue Luu et al

03-17-2022

ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation
by Bei Li et al

03-16-2022

AdapLeR: Speeding up Inference by Adaptive Length Reduction
by Ali Modarressi et al

03-17-2022

Causal Robot Communication Inspired by Observational Learning Insights
by Zhao Han et al

03-17-2022

Type-Driven Multi-Turn Corrections for Grammatical Error Correction
by Shaopeng Lai et al

03-18-2022

SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning
by Jongjin Park et al

03-15-2022

Multi-View Document Representation Learning for Open-Domain Dense Retrieval
by Shunyu Zhang et al

03-16-2022

Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching
by Alissa Ostapenko et al

03-16-2022

Triangular Transfer: Freezing the Pivot for Triangular Machine Translation
by Meng Zhang et al

03-16-2022

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
by Jia-Chen Gu et al

03-16-2022

Attacking deep networks with surrogate-based adversarial black-box methods is easy
by Nicholas A. Lord et al

03-16-2022

Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer
by Huiyuan Lai et al

03-15-2022

Relative Pose from SIFT Features
by Daniel Barath et al

03-15-2022

Learning Spatio-Temporal Downsampling for Effective Video Upscaling
by Xiaoyu Xiang et al

03-15-2022

Object Manipulation via Visual Target Localization
by Kiana Ehsani et al

03-17-2022

A Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusion Problems
by Xufeng Cai et al

03-17-2022

Low-rank Wasserstein polynomial chaos expansions in the framework of optimal transport
by Robert Gruhlke et al

03-18-2022

Gr\obner bases and critical values: The asymptotic combinatorics of determinantal systems
by Alin Bostan et al

03-15-2022

AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
by Krishnateja Killamsetty et al

03-15-2022

Igeood: An Information Geometry Approach to Out-of-Distribution Detection
by Eduardo Dadalto Camara Gomes et al

03-15-2022

From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction
by Evin Pınar Örnek et al

03-16-2022

Convergence Acceleration of Preconditioned CG Solver Based on Error Vector Sampling for a Sequence of Linear Systems
by Takeshi Iwashita et al

03-17-2022

Numerical simulations of semi-linear Klein-Gordon equations in the de Sitter spacetime with structure preserving scheme
by Takuya Tsuchiya et al

03-15-2022

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images
by Axel Levy et al

03-17-2022

A Survey on Brain-Computer Interface and Related Applications
by Krishna Pai et al

03-17-2022

Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation
by Runqi Wang et al

03-17-2022

CoGS: Controllable Generation and Search from Sketch and Style
by Cusuh Ham et al

03-16-2022

Understanding Privacy Switching Behaviour on Twitter
by Dilara Keküllüoğlu et al

03-17-2022

Unified inverse correspondence for DLE-Logics
by Willem Conradie et al

03-15-2022

RIS Partitioning Based Scalable Beamforming Design for Large-Scale MIMO: Asymptotic Analysis and Optimization
by Chang Cai et al

03-16-2022

Measuring Consumer Perceived Warm-Glow for Technology Adoption Modeling
by Antonios Saravanos et al

03-17-2022

A New Analytical Approximation of the Fluid Antenna System Channel
by Malek Khammassi et al

03-15-2022

Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers
by Guodong Zhang et al

03-17-2022

Symmetry-Based Representations for Artificial and Biological General Intelligence
by Irina Higgins et al

03-17-2022

Conversational Recommendation: A Grand AI Challenge
by Dietmar Jannach et al

03-15-2022

Data-Efficient Graph Grammar Learning for Molecular Generation
by Minghao Guo et al

03-15-2022

Interspace Pruning: Using Adaptive Filter Representations to Improve Training of Sparse CNNs
by Paul Wimmer et al

03-15-2022

A negative binomial approximation in group testing
by Letian Yu et al

03-18-2022

Distributed Sketching for Randomized Optimization: Exact Characterization, Concentration and Lower Bounds
by Burak Bartan et al

03-16-2022

An elementary analysis of ridge regression with random design
by Jaouad Mourtada et al

03-17-2022

Gaussian initializations help deep variational quantum circuits escape from the barren plateau
by Kaining Zhang et al

03-17-2022

A Framework and Benchmark for Deep Batch Active Learning for Regression
by David Holzmüller et al

03-15-2022

Reconfigurable Intelligent Surfaces Relying on Non-Diagonal Phase Shift Matrices
by Qingchao Li et al

03-15-2022

Natural Hierarchical Cluster Analysis by Nearest Neighbors with Near-Linear Time Complexity
by Kaan Gokcesu et al

03-16-2022

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation
by Tsz Kin Lam et al

03-15-2022

Non-neural Models Matter: A Re-evaluation of Neural Referring Expression Generation Systems
by Fahime Same et al

03-16-2022

Less is More: Summary of Long Instructions is Better for Program Synthesis
by Kirby Kuznia et al

03-15-2022

Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue
by Maximillian Chen et al

03-15-2022

Object Detection as Probabilistic Set Prediction
by Georg Hess et al

03-16-2022

Towards Practical Certifiable Patch Defense with Vision Transformer
by Zhaoyu Chen et al

03-16-2022

Graph Neural Networks for Multiparallel Word Alignment
by Ayyoob Imani et al

03-17-2022

SoK: Differential Privacy on Graph-Structured Data
by Tamara T. Mueller et al

03-16-2022

Deepchecks: A Library for Testing and Validating Machine Learning Models and Data
by Shir Chorev et al

03-17-2022

Optimal schemes for combinatorial query problems with integer feedback
by Anders Martinsson

03-16-2022

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again
by Bernal Jiménez Gutiérrez et al

03-15-2022

Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach
by Wadii Boulila et al

03-16-2022

PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression
by Duc Minh Vo et al

03-16-2022

The Devil Is in the Details: Window-based Attention for Image Compression
by Renjie Zou et al

03-16-2022

General form of almost instantaneous fixed-to-variable-length codes and optimal code tree construction
by Ryosuke Sugiura et al

03-16-2022

Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate Modeling
by Styliani-Christina Fragkouli et al

03-15-2022

Optimization of ARQ Distribution for HARQ Strategies in Delay-Bounded Networks
by Jaya Goel et al

03-18-2022

Scheduling a single machine with compressible jobs to minimize maximum lateness
by Nodari Vakhania et al

03-17-2022

Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning
by Haoxiang Wang et al

03-15-2022

Things not Written in Text: Exploring Spatial Commonsense from Visual Signals
by Xiao Liu et al

03-17-2022

A workflow for segmenting soil and plant X-ray CT images with deep learning in Googles Colaboratory
by Devin A. Rippner et al

03-16-2022

MIMO-GAN: Generative MIMO Channel Modeling
by Tribhuvanesh Orekondy et al

03-15-2022

Interactive Portrait Harmonization
by Jeya Maria Jose Valanarasu et al

03-15-2022

Neural RF SLAM for unsupervised positioning and mapping with channel state information
by Shreya Kadambi et al

03-16-2022

Three-dimensional third-order gas-kinetic scheme on hybrid unstructured meshes for Euler and Navier-Stokes equations
by Yaqing Yang et al

03-17-2022

DISMISS: Database of Indian Social Media Influencers (Snowballed Sequentially) on Twitter
by Arshia Arya et al

03-16-2022

The Degree-Rips Complexes of an Annulus with Outliers
by Alexander Rolle

03-18-2022

Personalized filled-pause generation with group-wise prediction models
by Yuta Matsunaga et al

03-16-2022

Robustness through Cognitive Dissociation Mitigation in Contrastive Adversarial Training
by Adir Rahamim et al

03-16-2022

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
by Chao-Hong Tan et al

03-16-2022

A Real-Time Millimeter Wave V2V Channel Sounder
by Aditya Chopra et al

03-16-2022

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
by Feng Yao et al

03-15-2022

Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go
by Ife Adebara et al

03-15-2022

S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image
by Abdallah Dib et al

03-17-2022

A Mixed Finite Element Method for a Class of Evolution Differential Equations with pp-Laplacian and Memory
by Rui M. P. Almeida et al

03-17-2022

Are Vision Transformers Robust to Spurious Correlations?
by Soumya Suvra Ghosal et al

03-16-2022

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning
by Jiangjie Chen et al

03-17-2022

Continual Learning Based on OOD Detection and Task Masking
by Gyuhak Kim et al

03-15-2022

This is not the padding you are looking for! On the ineffectiveness of QUIC PADDING against website fingerprinting
by Ludovic Barman et al

03-15-2022

A Framework for Verifiable and Auditable Federated Anomaly Detection
by Gabriele Santin et al

03-18-2022

Highly Adaptive and Automated Tetrahedral Mesh Generator for Multi-Compartment Human Head Model with Deep Brain Structures in EEG
by Fernando Galaz Prieto et al

03-18-2022

A Nonlinear Subspace Approach for Parametric Estimation of PDFs from Short Data Records with Application to Rayleigh Fading
by Ahmad A. Masoud

03-15-2022

Topology optimization including a model of the layer by layer additive manufacturing process
by G. A. Haveroth et al

03-15-2022

Gold Doesnt Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information
by Shun Shao et al

03-15-2022

Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost
by Lihu Chen et al

03-15-2022

Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
by Tejas Gokhale et al

03-16-2022

CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals
by Scott Novotney et al

03-17-2022

deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques
by Inkyu Sa et al

03-17-2022

Energy-Efficient Power Control and Beamforming for Reconfigurable Intelligent Surface-Aided Uplink IoT Networks
by Jiao Wu et al

03-16-2022

Multiscale Sensor Fusion and Continuous Control with Neural CDEs
by Sumeet Singh et al

03-16-2022

Provable Adversarial Robustness for Fractional Lp Threat Models
by Alexander Levine et al

03-16-2022

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study
by David Guriel et al

03-15-2022

Domain Adaptive Hand Keypoint and Pixel Localization in the Wild
by Takehiko Ohkawa et al

03-16-2022

Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow
by Shanlin Sun et al

03-16-2022

Coordinated Power Control for Network Integrated Sensing and Communication
by Yi Huang et al

03-16-2022

A Continual Learning Framework for Adaptive Defect Classification and Inspection
by Wenbo Sun et al

03-15-2022

InfoDCL: A Distantly Supervised Contrastive Learning Framework for Social Meaning
by Chiyu Zhang et al

03-16-2022

DePS: An improved deep learning model for de novo peptide sequencing
by Cheng Ge et al

03-17-2022

Neural Compression-Based Feature Learning for Video Restoration
by Cong Huang et al

03-15-2022

Concentration Properties of Random Codes
by Lan V. Truong et al

03-16-2022

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Analysis of Arbitrary Content on Blockchain-Based Systems using BigQuery
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Levenberg-Marquardt Method Based Cooperative Source Localization in SIMO Molecular Communication via Diffusion Systems
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DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection
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Ranking of Communities in Multiplex Spatiotemporal Models of Brain Dynamics
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Generating Privacy-Preserving Process Data with Deep Generative Models
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Reachability In Simple Neural Networks
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03-15-2022

Quantum Parameterized Complexity
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Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation
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Implicit field supervision for robust non-rigid shape matching
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Convergence of a finite-volume scheme for a heat equation with a multiplicative Lipschitz noise
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Practical data monitoring in the internet-services domain
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UnseenNet: Fast Training Detector for Any Unseen Concept
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New Converse Bounds on the Mismatched Reliability Function and the Mismatch Capacity Using an Auxiliary Genie Receiver
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WegFormer: Transformers for Weakly Supervised Semantic Segmentation
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A Structure-Preserving Divide-and-Conquer Method for Pseudosymmetric Matrices
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Motif Mining: Finding and Summarizing Remixed Image Content
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Unraveled Multilevel Transformation Networks for Predicting Sparsely-Observed Spatiotemporal Dynamics
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An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation
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MonoJSG: Joint Semantic and Geometric Cost Volume for Monocular 3D Object Detection
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Learning Representation for Bayesian Optimization with Collision-free Regularization
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SoK: Why Have Defenses against Social Engineering Attacks Achieved Limited Success?
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Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey
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Privacy-Aware Compression for Federated Data Analysis
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An inverse problem for a semi-linear wave equation: a numerical study
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ReACC: A Retrieval-Augmented Code Completion Framework
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Coverage Optimization of Camera Network for Continuous Deformable Object
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ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language
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Interacting Attention Graph for Single Image Two-Hand Reconstruction
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CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation
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03-17-2022

Dimensionality Reduction and Wasserstein Stability for Kernel Regression
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Nearest Neighbor Classifier with Margin Penalty for Active Learning
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Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding
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Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?
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A Survey of Historical Document Image Datasets
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Learning Deep Implicit Fourier Neural Operators (IFNOs) with Applications to Heterogeneous Material Modeling
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A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks
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On the Application of Total Traction Equilibrium in Topology Optimization of Fluid-Structure Interactions
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New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
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ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity
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Threat Detection for General Social Engineering Attack Using Machine Learning Techniques
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Zipfian environments for Reinforcement Learning
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Non-Linear Reinforcement Learning in Large Action Spaces: Structural Conditions and Sample-efficiency of Posterior Sampling
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Modeling Intensification for Sign Language Generation: A Computational Approach
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DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation
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Whats in the Black Box? The False Negative Mechanisms Inside Object Detectors
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SATS: Self-Attention Transfer for Continual Semantic Segmentation
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Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels
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Complexity Reduction of Learned In-Loop Filtering in Video Coding
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Efficient Long Sequence Encoding via Synchronization
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Unsupervised Keyphrase Extraction via Interpretable Neural Networks
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Carnot machine-based massive MIMO communication capacity modeling and performance analysis
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X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
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One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning
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Meta-Learning of NAS for Few-shot Learning in Medical Image Applications
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03-15-2022

Physical Layer Security of RIS-Assisted Communications under Electromagnetic Interference
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03-17-2022

Robotic Speech Synthesis: Perspectives on Interactions, Scenarios, and Ethics
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03-16-2022

Finite-Length Scaling of SC-LDPC Codes With a Limited Number of Decoding Iterations
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PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks
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PMAL: Open Set Recognition via Robust Prototype Mining
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On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks
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Multi-focus thermal image fusion
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Semantics-Aware Source Coding in Status Update Systems
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03-16-2022

Personal Knowledge Graphs: Use Cases in e-learning Platforms
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03-16-2022

Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow
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03-17-2022

Stochastic and Private Nonconvex Outlier-Robust PCA
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Representation Learning for Resource-Constrained Keyphrase Generation
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03-16-2022

PointAttN: You Only Need Attention for Point Cloud Completion
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03-16-2022

QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation
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03-17-2022

Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation
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03-17-2022

Video Prediction at Multiple Scales with Hierarchical Recurrent Networks
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A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation
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03-15-2022

SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization
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03-15-2022

Generative models and Bayesian inversion using Laplace approximation
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03-17-2022

Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
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03-18-2022

SWIPT-enabled NOMA in Distributed Antenna System with Imperfect Channel State Information for Max-Sum-Rate and Max-Min Fairness
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03-18-2022

Existence of flipped orthogonal conjugate symmetric Jordan canonical bases for real H-selfadjoint matrices
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03-17-2022

Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning
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03-17-2022

Stability and Risk Bounds of Iterative Hard Thresholding
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Attribute Group Editing for Reliable Few-shot Image Generation
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03-16-2022

Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents
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03-16-2022

Estimate Analysis of a Fully Discrete Mixed Finite Element Scheme for Stochastic Incompressible Navier-Stokes Equations with Multiplicative Noise
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03-16-2022

How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies
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03-16-2022

Multi-Scale Context-Guided Lumbar Spine Disease Identification with Coarse-to-fine Localization and Classification
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03-15-2022

Parking Analytics Framework using Deep Learning
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03-15-2022

CrowdMLP: Weakly-Supervised Crowd Counting via Multi-Granularity MLP
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03-15-2022

Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization
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03-17-2022

Visualizing Global Explanations of Point Cloud DNNs
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03-17-2022

Towards Data-Efficient Detection Transformers
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03-16-2022

Blockchain as privacy and security solution for smart environments: A Survey
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Bi-Manual Manipulation and Attachment via Sim-to-Real Reinforcement Learning
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03-16-2022

Robust Table Detection and Structure Recognition from Heterogeneous Document Images
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03-15-2022

Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning
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Towards True Detail Restoration for Super-Resolution: A Benchmark and a Quality Metric
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03-18-2022

Robot peels banana with goal-conditioned dual-action deep imitation learning
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PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning
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DeepAD: A Robust Deep Learning Model of Alzheimers Disease Progression for Real-World Clinical Applications
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TMS: A Temporal Multi-scale Backbone Design for Speaker Embedding
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03-18-2022

On regularized Shannon sampling formulas with localized sampling
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Latent-Variable Advantage-Weighted Policy Optimization for Offline RL
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03-15-2022

On Suspicious Coincidences and Pointwise Mutual Information
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03-15-2022

Regenerative Particle Thompson Sampling
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Implicit Feature Decoupling with Depthwise Quantization
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Why we need biased AI -- How including cognitive and ethical machine biases can enhance AI systems
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Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images
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03-16-2022

Oversampling is a necessity for RBF-collocation method of lines
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03-16-2022

Undersmoothing Causal Estimators with Generative Trees
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A novel sampler for Gauss-Hermite determinantal point processes with application to Monte Carlo integration
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03-15-2022

DISTAL: The Distributed Tensor Algebra Compiler
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Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration
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Data Smells in Public Datasets
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Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector
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Text-free non-parallel many-to-many voice conversion using normalising flows
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FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos
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Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images
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PanoFormer: Panorama Transformer for Indoor 360{\deg} Depth Estimation
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Fast Autofocusing using Tiny Networks for Digital Holographic Microscopy
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Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution
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Learning of Structurally Unambiguous Probabilistic Grammars
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Graph-Text Multi-Modal Pre-training for Medical Representation Learning
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APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic Text Image Generation
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Deep Unsupervised Hashing with Latent Semantic Components
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Adversarial Counterfactual Augmentation: Application in Alzheimers Disease Classification
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Discovering the building blocks of dark matter halo density profiles with neural networks
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Optimal Rejection Function Meets Character Recognition Tasks
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A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift
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Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
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03-17-2022

Improve few-shot voice cloning using multi-modal learning
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03-16-2022

The Structured Abstain Problem and the Lov\asz Hinge
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03-17-2022

Semi-Markov Offline Reinforcement Learning for Healthcare
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SoK: TEE-assisted Confidential Smart Contract
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HybridCap: Inertia-aid Monocular Capture of Challenging Human Motions
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03-16-2022

On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models
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STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity
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DeepLSS: breaking parameter degeneracies in large scale structure with deep learning analysis of combined probes
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RBC: Rectifying the Biased Context in Continual Semantic Segmentation
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03-17-2022

Deterministic Bridge Regression for Compressive Classification
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(Re)Politicizing Digital Well-Being: Beyond User Engagements
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MotionAug: Augmentation with Physical Correction for Human Motion Prediction
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03-16-2022

Example Perplexity
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03-15-2022

InsCon:Instance Consistency Feature Representation via Self-Supervised Learning
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03-18-2022

Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization
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03-15-2022

Can you even tell left from right? Presenting a new challenge for VQA
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03-15-2022

Progressive End-to-End Object Detection in Crowded Scenes
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03-18-2022

Lunar Rover Localization Using Craters as Landmarks
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03-15-2022

HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction
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03-15-2022

A Wearables-Driven Attack on Examination Proctoring
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03-15-2022

Graph filtering over expanding graphs
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03-15-2022

2-speed network ensemble for efficient classification of incremental land-use/land-cover satellite image chips
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03-18-2022

PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning
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03-18-2022

Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel kk-means, and Heat Kernel
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03-17-2022

Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study
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03-17-2022

A Learning Framework for Bandwidth-Efficient Distributed Inference in Wireless IoT
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03-15-2022

P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation
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03-16-2022

ℓpℓp Slack Norm Support Vector Data Description
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03-17-2022

TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes
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03-18-2022

Towards Lithuanian grammatical error correction
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03-18-2022

Diffusion and Volume Maximization-Based Clustering of Highly Mixed Hyperspectral Images
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03-16-2022

On the Usefulness of the Fit-on-the-Test View on Evaluating Calibration of Classifiers
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03-16-2022

Risk-Averse No-Regret Learning in Online Convex Games
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03-18-2022

Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition
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03-17-2022

Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations
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03-17-2022

DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection
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03-15-2022

Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images
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03-18-2022

AutoAdversary: A Pixel Pruning Method for Sparse Adversarial Attack
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03-16-2022

Differentiable DAG Sampling
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03-18-2022

Exponential meshes and HH-matrices
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03-17-2022

Contrastive Learning for Cross-Domain Open World Recognition
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03-15-2022

WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection
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03-15-2022

UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts
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03-16-2022

GLASS: A Citizen-Centric Distributed Data-Sharing Model within an e-Governance Architecture
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03-15-2022

Revitalize Region Feature for Democratizing Video-Language Pre-training
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03-17-2022

Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series
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03-17-2022

ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images
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03-15-2022

Cicero: A Declarative Grammar for Responsive Visualization
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03-16-2022

Hierarchical Clustering and Matrix Completion for the Reconstruction of World Input-Output Tables
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03-17-2022

HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDAR
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03-15-2022

LDP: Learnable Dynamic Precision for Efficient Deep Neural Network Training and Inference
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03-16-2022

DATA: Domain-Aware and Task-Aware Pre-training
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03-15-2022

POETREE: Interpretable Policy Learning with Adaptive Decision Trees
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03-16-2022

Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation
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03-16-2022

SC2: Supervised Compression for Split Computing
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03-17-2022

A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers
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03-15-2022

Image Quality Assessment for Magnetic Resonance Imaging
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03-15-2022

Self-Distribution Distillation: Efficient Uncertainty Estimation
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03-16-2022

CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning
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03-17-2022

An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival
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03-16-2022

Open Set Recognition using Vision Transformer with an Additional Detection Head
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03-17-2022

Using the Order of Tomographic Slices as a Prior for Neural Networks Pre-Training
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03-17-2022

Neural Part Priors: Learning to Optimize Part-Based Object Completion in RGB-D Scans
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03-15-2022

Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels
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03-17-2022

Bi-directional Object-context Prioritization Learning for Saliency Ranking
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03-17-2022

Covid19 Reproduction Number: Credibility Intervals by Blockwise Proximal Monte Carlo Samplers
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03-17-2022

ZebraPose: Coarse to Fine Surface Encoding for 6DoF Object Pose Estimation
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03-16-2022

Towards Formalizing HRI Data Collection Processes
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03-16-2022

Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?
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03-16-2022

Privacy-preserving Online AutoML for Domain-Specific Face Detection
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03-16-2022

COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks
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03-15-2022

Approximability and Generalisation
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03-16-2022

Adversarial Learned Fair Representations using Dampening and Stacking
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03-18-2022

Ultra-low Latency Spiking Neural Networks with Spatio-Temporal Compression and Synaptic Convolutional Block
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03-17-2022

On the Importance of Data Size in Probing Fine-tuned Models
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03-17-2022

Modulated Contrast for Versatile Image Synthesis
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03-17-2022

Object Localization under Single Coarse Point Supervision
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03-17-2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation
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03-15-2022

Amortised inference of fractional Brownian motion with linear computational complexity
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03-15-2022

Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos
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03-16-2022

Precise Onboard Aicraft Cabin Localization using UWB and ML
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03-17-2022

Deep Reinforcement Agent for Efficient Instant Search
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03-15-2022

Do BERTs Learn to Use Browser User Interface? Exploring Multi-Step Tasks with Unified Vision-and-Language BERTs
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03-15-2022

NINNs: Nudging Induced Neural Networks
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03-15-2022

A Deep Dive into Dataset Imbalance and Bias in Face Identification
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03-17-2022

Contrastive Learning with Positive-Negative Frame Mask for Music Representation
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03-15-2022

Unsupervised Extractive Opinion Summarization Using Sparse Coding
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03-15-2022

Energy-efficient Dense DNN Acceleration with Signed Bit-slice Architecture
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03-15-2022

Incorporating Heterophily into Graph Neural Networks for Graph Classification
by Wei Ye et al

03-15-2022

Panoptic SwiftNet: Pyramidal Fusion for Real-time Panoptic Segmentation
by Josip Šarić et al

03-17-2022

A Coinductive Reformulation of Milners Proof System for Regular Expressions Modulo Bisimilarity
by Clemens Grabmayer

03-18-2022

Multi-Modal Masked Pre-Training for Monocular Panoramic Depth Completion
by Zhiqiang Yan et al

03-15-2022

Simultaneous Localisation and Mapping with Quadric Surfaces
by Tristan Laidlow et al

03-15-2022

Learning to Infer Belief Embedded Communication
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03-16-2022

Hybrid Pixel-Unshuffled Network for Lightweight Image Super-Resolution
by Bin Sun et al

03-18-2022

REALY: Rethinking the Evaluation of 3D Face Reconstruction
by Zenghao Chai et al

03-18-2022

SCoT: Sense Clustering over Time: a tool for the analysis of lexical change
by Christian Haase et al

03-17-2022

Explainability in Graph Neural Networks: An Experimental Survey
by Peibo Li et al

03-18-2022

BIOS: An Algorithmically Generated Biomedical Knowledge Graph
by Sheng Yu et al

03-17-2022

MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering
by Yang Ding et al

03-15-2022

Lifelong Matrix Completion with Sparsity-Number
by Ilqar Ramazanli

03-17-2022

Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation
by Xiaoguang Chang et al

03-18-2022

I Know Therefore I Score: Label-Free Crafting of Scoring Functions using Constraints Based on Domain Expertise
by Ragja Palakkadavath et al

03-16-2022

CapsNet for Medical Image Segmentation
by Minh Tran et al

03-16-2022

ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation
by Khoa Vo et al

03-15-2022

Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns
by Daniel Wiechmann et al

03-17-2022

Neighbourhood semantics and axioms for strategic fragment of classical stit logic
by Daniil Khaitovich

03-18-2022

Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion
by Farshad G. Veshki et al

03-16-2022

On the Convergence of Certified Robust Training with Interval Bound Propagation
by Yihan Wang et al

03-16-2022

Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation
by Ngoc-Vuong Ho et al

03-16-2022

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation
by Tan Nguyen et al

03-15-2022

A Multi-parameter Updating Fourier Online Gradient Descent Algorithm for Large-scale Nonlinear Classification
by Yigying Chen

03-16-2022

Measuring Fairness of Text Classifiers via Prediction Sensitivity
by Satyapriya Krishna et al

03-16-2022

Sat-NeRF: Learning Multi-View Satellite Photogrammetry With Transient Objects and Shadow Modeling Using RPC Cameras
by Roger Marí et al

03-16-2022

Reducing Flipping Errors in Deep Neural Networks
by Xiang Deng et al

03-17-2022

Investigation of Physics-Informed Deep Learning for the Prediction of Parametric, Three-Dimensional Flow Based on Boundary Data
by Philip Heger et al

03-17-2022

Novel Consistency Check For Fast Recursive Reconstruction Of Non-Regularly Sampled Video Data
by Simon Grosche et al

03-16-2022

Dynamic Grass Color Scale Display Technique Based on Grass Length for Green Landscape-Friendly Animation Display
by Kojiro Tanaka et al

03-18-2022

Application of Top-hat Transformation for Enhanced Blood Vessel Extraction
by Tithi Parna Das et al

03-15-2022

Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization
by Hung Tran-The et al

03-16-2022

Direct laser printing of high-resolution physically unclonable anti-counterfeit labels
by Vasily Lapidas et al

03-17-2022

Stronger 3SUM-Indexing Lower Bounds
by Eldon Chung et al

03-15-2022

Driving Anomaly Detection Using Conditional Generative Adversarial Network
by Yuning Qiu et al

03-18-2022

CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding
by Milan Gritta et al

03-17-2022

Deep Point Cloud Simplification for High-quality Surface Reconstruction
by Yuanqi Li et al

03-16-2022

Scribble-Supervised LiDAR Semantic Segmentation
by Ozan Unal et al

03-17-2022

UWED: Unsigned Distance Field for Accurate 3D Scene Representation and Completion
by Jean Pierre Richa et al

03-17-2022

Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey
by Mansoor Ali et al

03-15-2022

Inverted Pyramid Multi-task Transformer for Dense Scene Understanding
by Hanrong Ye et al

03-18-2022

AdaVocoder: Adaptive Vocoder for Custom Voice
by Xin Yuan et al

03-15-2022

Reactive Motion Generation on Learned Riemannian Manifolds
by Hadi Beik-Mohammadi et al

03-15-2022

On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis
by Dominik Rivoir et al

03-18-2022

Parametric Scaling of Preprocessing assisted U-net Architecture for Improvised Retinal Vessel Segmentation
by Kundan Kumar et al

03-15-2022

Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation
by JongMok Kim et al

03-18-2022

Prototypical Verbalizer for Prompt-based Few-shot Tuning
by Ganqu Cui et al

03-17-2022

Non-commutative propositional logic with short-circuited biconditional and NAND
by Dalia Papuc et al

03-17-2022

Rethinking the optimization process for self-supervised model-driven MRI reconstruction
by Weijian Huang et al

03-18-2022

Nonnegative-Constrained Joint Collaborative Representation with Union Dictionary for Hyperspectral Anomaly Detection
by Shizhen Chang et al

03-15-2022

SocialVAE: Human Trajectory Prediction using Timewise Latents
by Pei Xu et al

03-17-2022

Mutual Generative Transformer Learning for Cross-view Geo-localization
by Jianwei Zhao et al

03-18-2022

Pseudo Bias-Balanced Learning for Debiased Chest X-ray Classification
by Luyang Luo et al

03-17-2022

Few-Shot Learning on Graphs: A Survey
by Chuxu Zhang et al

03-15-2022

Sex Trouble: Common pitfalls in incorporating sex/gender in medical machine learning and how to avoid them
by Kendra Albert et al

03-15-2022

Privacy-Preserving Speech Representation Learning using Vector Quantization
by Pierre Champion et al

03-17-2022

Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
by Dinh C. Nguyen et al

03-17-2022

Self-Ensemble Adversarial Training for Improved Robustness
by Hongjun Wang et al

03-15-2022

GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting
by Yan Di et al

03-15-2022

Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction
by Ge Gao et al

03-15-2022

Maximizing Modular plus Non-monotone Submodular Functions
by Xin Sun et al

03-16-2022

Automated Grading of Radiographic Knee Osteoarthritis Severity Combined with Joint Space Narrowing
by Hanxue Gu et al

03-17-2022

GPU Computation of the Euler Characteristic Curve for Imaging Data
by Fan Wang et al

03-15-2022

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting
by Ilias Chalkidis et al

03-18-2022

Defending Variational Autoencoders from Adversarial Attacks with MCMC
by Anna Kuzina et al

03-15-2022

Training a Tokenizer for Free with Private Federated Learning
by Eugene Bagdasaryan et al

03-18-2022

Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators
by Keenan Jones et al

03-15-2022

MOBDrone: a Drone Video Dataset for Man OverBoard Rescue
by Donato Cafarelli et al

03-16-2022

Backpropagation through Time and Space: Learning Numerical Methods with Multi-Agent Reinforcement Learning
by Elliot Way et al

03-15-2022

Categorical Representation Learning and RG flow operators for algorithmic classifiers
by Artan Sheshmani et al

03-16-2022

Gate-Shift-Fuse for Video Action Recognition
by Swathikiran Sudhakaran et al

03-18-2022

SS-SAM : Stochastic Scheduled Sharpness-Aware Minimization for Efficiently Training Deep Neural Networks
by Yang Zhao et al

03-18-2022

Simulating Bandit Learning from User Feedback for Extractive Question Answering
by Ge Gao et al

03-15-2022

Are you aware of what you are watching? Role of machine heuristic in online content recommendations
by Soyoung Oh et al

03-17-2022

Towards Responsible Natural Language Annotation for the Varieties of Arabic
by A. Stevie Bergman et al

03-16-2022

Hyperbolic Uncertainty Aware Semantic Segmentation
by Bike Chen et al

03-18-2022

Do Multilingual Language Models Capture Differing Moral Norms?
by Katharina Hämmerl et al

03-15-2022

Metaverse Native Communication: A Blockchain and Spectrum Prospective
by Hao Xu et al

03-16-2022

Graph Augmentation Learning
by Shuo Yu et al

03-18-2022

Image Storage on Synthetic DNA Using Autoencoders
by Xavier Pic et al

03-17-2022

Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review
by Nikolaos Fanourakis et al

03-16-2022

Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval
by Ang Li et al

03-17-2022

On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
by Amnon Geifman et al

03-15-2022

NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction
by Yi Ding et al

03-16-2022

Exploring Variational Graph Auto-Encoders for Extract Class Refactoring Recommendation
by Pritom Saha Akash

03-17-2022

Computing confined elasticae
by Sören Bartels et al

03-17-2022

A flexible solution to embrace Ranking and Skyline queries approaches
by Simone Censuales

03-15-2022

What is the best RNN-cell structure for forecasting each time series behavior?
by Rohaifa Khaldi et al

03-16-2022

PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
by Pengyi Li et al

03-16-2022

How darknet market users learned to worry more and love PGP: Analysis of security advice on darknet marketplaces
by Andrew C. Dwyer et al

03-16-2022

STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset
by Meida Chen et al

03-15-2022

Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits
by Konstantinos Balaskas et al

03-15-2022

End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding
by Mengze Li et al

03-18-2022

Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images
by Brandon B. G. Khoo et al

03-15-2022

Modern Lower Bound Techniques in Database Theory and Constraint Satisfaction
by Dániel Marx

03-17-2022

DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection
by Guang Yang et al

03-16-2022

Raw waveform speaker verification for supervised and self-supervised learning
by Jee-weon Jung et al

03-15-2022

On the focusing of thermal images
by Marcos Faundez-Zanuy et al

03-15-2022

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
by Soyeong Jeong et al

03-17-2022

Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input
by Junyoung Byun et al

03-15-2022

DialogueNeRF: Towards Realistic Avatar Face-to-face Conversation Video Generation
by Zanwei Zhou et al

03-15-2022

Adaptive Noisy Matrix Completion
by Ilqar Ramazanli

03-15-2022

Multi-Curve Translator for Real-Time High-Resolution Image-to-Image Translation
by Yuda Song et al

03-17-2022

Transforming Gait: Video-Based Spatiotemporal Gait Analysis
by R. James Cotton et al

03-15-2022

Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement
by Leander Weber et al

03-15-2022

Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning
by Abdullah Bazarov et al

03-17-2022

Active Visuo-Haptic Object Shape Completion
by Lukas Rustler et al

03-17-2022

Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models
by Nathan Vaska et al

03-15-2022

Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation
by Runfa Chen et al

03-15-2022

Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps
by Elizabeth Coda et al

03-17-2022

Proceedings Fifth Workshop on Models for Formal Analysis of Real Systems
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03-16-2022

Extensive Threat Analysis of Vein Attack Databases and Attack Detection by Fusion of Comparison Scores
by Johannes Schuiki et al

03-17-2022

HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information
by Qian Ruan et al

03-18-2022

Filtering methods for coupled inverse problems
by Michael Herty et al

03-17-2022

Emerging Artificial Intelligence Applications in Spatial Transcriptomics Analysis
by Yijun Li et al

03-17-2022

Depth-aware Neural Style Transfer using Instance Normalization
by Eleftherios Ioannou et al

03-15-2022

Supervised Contrastive Learning with Structure Inference for Graph Classification
by Hao Jia et al

03-18-2022

Decision-Making under Miscalibration
by Guy N. Rothblum et al

03-15-2022

An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility
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03-18-2022

But thats not why: Inference adjustment by interactive prototype deselection
by Michael Gerstenberger et al

03-17-2022

SemTUI: a Framework for the Interactive Semantic Enrichment of Tabular Data
by Marco Ripamonti et al

03-16-2022

A Note on the Outliers Theorem
by Samuel Epstein

03-18-2022

Enhancement of Novel View Synthesis Using Omnidirectional Image Completion
by Takayuki Hara et al

03-16-2022

GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis
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Proximal Policy Optimization with Adaptive Threshold for Symmetric Relative Density Ratio
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Neural Predictor for Black-Box Adversarial Attacks on Speech Recognition
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DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations
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Adaptive n-ary Activation Functions for Probabilistic Boolean Logic
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Complex Network Analysis of the Bitcoin Transaction Network
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Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images
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GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression
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CSN: Component-Supervised Network for Few-Shot Classification
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Graph Representation Learning with Individualization and Refinement
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SepTr: Separable Transformer for Audio Spectrogram Processing
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Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering
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DTA: Physical Camouflage Attacks using Differentiable Transformation Network
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Laneformer: Object-aware Row-Column Transformers for Lane Detection
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Perspective Flow Aggregation for Data-Limited 6D Object Pose Estimation
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GPU-Accelerated Parallel Gene-pool Optimal Mixing in a Gray-Box Optimization Setting
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SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation
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Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference
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Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion
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Constitutive model characterization and discovery using physics-informed deep learning
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Imaging-based histological features are predictive of MET alterations in Non-Small Cell Lung Cancer
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A physics and data co-driven surrogate modeling approach for temperature field prediction on irregular geometric domain
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A Framework for Formal Specification and Verification of Security Properties of the Android Permissions System
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03-18-2022

RoSS: Utilizing Robotic Rotation for Audio Source Separation
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Any Way You Look At It: Semantic Crossview Localization and Mapping with LiDAR
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Fixed-Point Alignment: Incentive Bayesian Persuasion for Pipeline Stochastic Bayesian Game
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CodeReviewer: Pre-Training for Automating Code Review Activities
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Truthful Aggregation of Budget Proposals with Proportionality Guarantees
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Fast and Accurate Linear Fitting for Incompletely Sampled Gaussian Function With a Long Tail
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Towards Adversarial Control Loops in Sensor Attacks: A Case Study to Control the Kinematics and Actuation of Embedded Systems
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On the Advances and Challenges of Adaptive Online Testing
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Comparing SONN Types for Efficient Robot Motion Planning in the Configuration Space
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03-16-2022

On the sensitivity of pose estimation neural networks: rotation parameterizations, Lipschitz constants, and provable bounds
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03-18-2022

Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization
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A Survey of Machine Learning Algorithms for 6G Wireless Networks
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Optimal denoising of rotationally invariant rectangular matrices
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Pinning Fault Mode Modeling for DWM Shifting
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Maintainable Log Datasets for Evaluation of Intrusion Detection Systems
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CSRS: Code Search with Relevance Matching and Semantic Matching
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03-16-2022

Subgame-perfect Equilibria in Mean-payoff Games (journal version)
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Non-Elitist Selection among Survivor Configurations can Improve the Performance of Irace
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Adaptive Environment Modeling Based Reinforcement Learning for Collision Avoidance in Complex Scenes
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Modellieren mit Heraklit
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MatchFormer: Interleaving Attention in Transformers for Feature Matching
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AdaSplats: Adaptative Splats from Semantic Point Cloud for Fast and High-Fidelity LiDAR Simulation
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On the expressive power of message-passing neural networks as global feature map transformers
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A Survey of fault models and fault tolerance methods for 2D bus-based multi-core systems and TSV based 3D NOC many-core systems
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Instance-level loss based multiple-instance learning for acoustic scene classification
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03-16-2022

Work-in-Progress -- Understanding motivations and characteristics of financially-motivated cybercriminals
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RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
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03-17-2022

Efficiently Enumerating Answers to Ontology-Mediated Queries
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Towards non-independence of modular additions in searching differential trails of ARX ciphers: new automatic methods with application to SPECK and Chaskey
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On Higher-Order Reachability Games vs May Reachability
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Control Barrier Functions for Systems with Multiple Control Inputs
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03-18-2022

CaMEL: Case Marker Extraction without Labels
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03-18-2022

Secondary complementary balancing compressive imaging with a free-space balanced amplified photodetector
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Towards Axiomatic Foundations for Conceptual Modeling: An Example
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03-17-2022

Application of Data Collected by Endpoint Detection and Response Systems for Implementation of a Network Security System based on Zero Trust Principles and the EigenTrust Algorithm
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03-17-2022

Revealing Reliable Signatures by Learning Top-Rank Pairs
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03-18-2022

Finite-sample analysis of identification of switched linear systems with arbitrary or restricted switching
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03-18-2022

Skill-based Multi-objective Reinforcement Learning of Industrial Robot Tasks with Planning and Knowledge Integration
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Strategic Thinking for Sustainable Practice-Centered Computing
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03-18-2022

RELIC: Retrieving Evidence for Literary Claims
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03-18-2022

Gender classification by means of online uppercase handwriting: A text-dependent allographic approach
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03-18-2022

Reinforcement Learning Approach to Clear Paths of Robots in Elevator Environment
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03-17-2022

A Cube Algebra with Comparative Operations: Containment, Overlap, Distance and Usability
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03-16-2022

An Error-State Model Predictive Control on Connected Matrix Lie Groups for Legged Robot Control
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Sound Development of Safety Supervisors
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03-17-2022

DXQ-Net: Differentiable LiDAR-Camera Extrinsic Calibration Using Quality-aware Flow
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03-18-2022

Blockchain for the Metaverse: A Review
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03-18-2022

Modeling R33 Needle Steering in Uppaal
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03-18-2022

Formally Modeling Autonomous Vehicles in LNT for Simulation and Testing
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03-18-2022

Identification of Hypokinetic Dysarthria Using Acoustic Analysis of Poem Recitation
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03-16-2022

Neural Enhanced Belief Propagation for Data Assocation in Multiobject Tracking
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03-17-2022

Unified Line and Paragraph Detection by Graph Convolutional Networks
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03-18-2022

Dencentralized learning in the presence of low-rank noise
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03-16-2022

Translating Canonical SQL to Imperative Code in Coq
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03-17-2022

Decentralizing Permissioned Blockchain with Delay Towers
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03-17-2022

Learning Stabilizable Deep Dynamics Models
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03-15-2022

RB2: Robotic Manipulation Benchmarking with a Twist
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03-16-2022

Incorporating Multi-Agent Systems Technology in Power and Energy Systems of Bangladesh: A Feasibility Study
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03-18-2022

Configurable Per-Query Data Minimization for Privacy-Compliant Web APIs
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03-16-2022

A Survey of Multi-Agent Reinforcement Learning with Communication
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03-15-2022

GOMP-ST: Grasp Optimized Motion Planning for Suction Transport
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03-17-2022

A recursive function coding number theoretic functions
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03-16-2022

Example-Based Vulnerability Detection and Repair in Java Code
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03-15-2022

Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
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03-16-2022

Biomimetic Evaluation of an Underwater Soft Hand Through Deep Learning-based 3D Pose Reconstruction
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03-17-2022

LeHDC: Learning-Based Hyperdimensional Computing Classifier
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03-17-2022

HDLock: Exploiting Privileged Encoding to Protect Hyperdimensional Computing Models against IP Stealing
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CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data
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03-15-2022

Self-Normalized Density Map (SNDM) for Counting Microbiological Objects
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03-16-2022

Computer Vision Algorithm for Predicting the Welding Efficiency of Friction Stir Welded Copper Joints from its Microstructures
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03-16-2022

It Feels Like Taking a Gamble: Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments
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03-17-2022

Obtaining Smoothly Navigable Approximation Sets in Bi-Objective Multi-Modal Optimization
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Multi-Use Trust in Crowdsourced IoT Services
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03-15-2022

Zero Trust Architecture for 6G Security
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03-16-2022

Encrypted Operator Computing: an alternative to Fully Homomorphic Encryption
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03-16-2022

A Reachability Index for Recursive Label-Concatenated Graph Queries
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03-17-2022

Cores in Friend-Oriented Hedonic Games: Verification is Surprisingly Harder than Searching
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03-17-2022

Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation
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03-17-2022

Weighing the techniques for data optimization in a database
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03-17-2022

Speaker recognition using residual signal of linear and nonlinear prediction models
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03-17-2022

Low-degree learning and the metric entropy of polynomials
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03-17-2022

Outcome Assumptions and Duality Theory for Balancing Weights
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A Personal Computer for a Distrustful World
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A Language-Independent Analysis Platform for Source Code
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03-17-2022

Developing a Successful Bomberman Agent
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03-16-2022

Detecting silent data corruptions in the wild
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Meta Reinforcement Learning for Adaptive Control: An Offline Approach
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03-17-2022

Analysing the Performance of Stress Detection Models on Consumer-Grade Wearable Devices
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03-17-2022

Assessing Progress of Parkinson s Disease Using Acoustic Analysis of Phonation
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03-17-2022

Message recovery attack to NTRU using a lattice independent from the public key
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A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition
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03-18-2022

Offensive Language Detection in Under-resourced Algerian Dialectal Arabic Language
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03-18-2022

Challenges and Strategies in Cross-Cultural NLP
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03-16-2022

Client-Wise Targeted Backdoor in Federated Learning
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03-17-2022

Cascade Transformers for End-to-End Person Search
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03-18-2022

ISDE : Independence Structure Density Estimation
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03-16-2022

Characterization and modeling of the influence of initial microstructure on recrystallization of zircaloy-4 during hot forming
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03-17-2022

An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices
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03-17-2022

3DAC: Learning Attribute Compression for Point Clouds
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03-17-2022

Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis (Extended Version)
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03-16-2022

Behaviour in social media for floods and heat waves in disaster response via Artificial Intelligence
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03-16-2022

SMARTmBOT: A ROS2-based Low-cost and Open-source Mobile Robot Platform
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03-18-2022

Tight Vector Bin Packing with Few Small Items via Fast Exact Matching in Multigraphs
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03-18-2022

Kernelization for Treewidth-2 Vertex Deletion
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03-18-2022

How Do Programmers Express High-Level Concepts using Primitive Data Types?
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03-18-2022

Peaceable Self-Stabilizing Byzantine Pulse Synchronization
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Craig Smith