2021.22.2 CS papers

 

02-17-2021

LambdaNetworks: Modeling Long-Range Interactions Without Attention
by Irwan Bello

02-17-2021

Contrastive Learning Inverts the Data Generating Process
by Roland S. Zimmermann et al

02-17-2021

SimFaaS: A Performance Simulator for Serverless Computing Platforms
by Nima Mahmoudi et al

02-17-2021

Is preprint the future of science? A thirty year journey of online preprint services
by Boya Xie et al

02-18-2021

Combinatorial optimization and reasoning with graph neural networks
by Quentin Cappart et al

02-16-2021

COMBO: Conservative Offline Model-Based Policy Optimization
by Tianhe Yu et al

02-17-2021

Mobile Computational Photography: A Tour
by Mauricio Delbracio et al

02-16-2021

GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
by Chen Zhu et al

02-18-2021

State Entropy Maximization with Random Encoders for Efficient Exploration
by Younggyo Seo et al

02-18-2021

A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback
by Benjamin Patrick Evans et al

02-17-2021

ShaRF: Shape-conditioned Radiance Fields from a Single View
by Konstantinos Rematas et al

02-16-2021

TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models
by Zhuohan Li et al

02-18-2021

Quantum field-theoretic machine learning
by Dimitrios Bachtis et al

02-18-2021

Convolutional Normalization
by Massimiliano Esposito et al

02-19-2021

An Empirical Analysis of the R Package Ecosystem
by Ethan Bommarito et al

02-18-2021

Unbiased Teacher for Semi-Supervised Object Detection
by Yen-Cheng Liu et al

02-17-2021

Generalization in Quantum Machine Learning: a Quantum Information Perspective
by Leonardo Banchi et al

02-18-2021

A Systematic Review of Natural Language Processing Applied to Radiology Reports
by Arlene Casey et al

02-16-2021

Capturing the learning curves of generic features maps for realistic data sets with a teacher-student model
by Bruno Loureiro et al

02-18-2021

Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
by Rafał Powalski et al

02-18-2021

Calibrate Before Use: Improving Few-Shot Performance of Language Models
by Tony Z. Zhao et al

02-17-2021

Weakly Supervised Learning of Rigid 3D Scene Flow
by Zan Gojcic et al

02-17-2021

Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
by Soravit Changpinyo et al

02-17-2021

Deep Learning for Market by Order Data
by Zihao Zhang et al

02-17-2021

Quiz-Style Question Generation for News Stories
by Adam D. Lelkes et al

02-17-2021

CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings
by Pranav Rajpurkar et al

02-17-2021

Centroid Transformers: Learning to Abstract with Attention
by Lemeng Wu et al

02-19-2021

Defense against flooding attacks using probabilistic thresholds in the internet of things ecosystem
by Seyed Meysam Zarei et al

02-18-2021

Delving into Deep Imbalanced Regression
by Yuzhe Yang et al

02-18-2021

Clockwork Variational Autoencoders for Video Prediction
by Vaibhav Saxena et al

02-17-2021

Surveying the Landscape of Ethics-Focused Design Methods
by Shruthi Sai Chivukula et al

02-17-2021

Crop mapping from image time series: deep learning with multi-scale label hierarchies
by Mehmet Ozgur Turkoglu et al

02-17-2021

Monitoring behavioural responses during pandemic via reconstructed contact matrices from online and representative surveys
by Júlia Koltai et al

02-16-2021

Integrating Floor Plans into Hedonic Models for Rent Price Appraisal
by Kirill Solovev et al

02-18-2021

SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering
by Bo Liu et al

02-18-2021

A Comprehensive Review of Deep Learning-based Single Image Super-resolution
by Syed Muhammad Arsalan Bashir et al

02-18-2021

DINO: A Conditional Energy-Based GAN for Domain Translation
by Konstantinos Vougioukas et al

02-18-2021

Towards a mathematical theory of trajectory inference
by Hugo Lavenant et al

02-17-2021

Understanding algorithmic collusion with experience replay
by Bingyan Han

02-18-2021

Essentials for Class Incremental Learning
by Sudhanshu Mittal et al

02-18-2021

Hierarchical Similarity Learning for Language-based Product Image Retrieval
by Zhe Ma et al

02-17-2021

THEaiTRE 1.0: Interactive generation of theatre play scripts
by Rudolf Rosa et al

02-18-2021

Improved Denoising Diffusion Probabilistic Models
by Alex Nichol et al

02-16-2021

Non-Autoregressive Text Generation with Pre-trained Language Models
by Yixuan Su et al

02-18-2021

A Mathematical Principle of Deep Learning: Learn the Geodesic Curve in the Wasserstein Space
by Kuo Gai et al

02-16-2021

Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies
by Mike Walmsley et al

02-17-2021

Understanding and Creating Art with AI: Review and Outlook
by Eva Cetinic et al

02-17-2021

NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation
by Mohamed Amgad et al

02-18-2021

VAE Approximation Error: ELBO and Conditional Independence
by Dmitrij Schlesinger et al

02-18-2021

Robust PDF Document Conversion Using Recurrent Neural Networks
by Nikolaos Livathinos et al

02-18-2021

Training Microsoft News Recommenders with Pretrained Language Models in the Loop
by Shitao Xiao et al

02-17-2021

Improved Point Transformation Methods For Self-Supervised Depth Prediction
by Chen Ziwen et al

02-18-2021

Biometrics in the Era of COVID-19: Challenges and Opportunities
by Marta Gomez-Barrero et al

02-17-2021

DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates
by Minghua Liu et al

02-16-2021

IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning
by Nan Wu et al

02-18-2021

Domain Adaptation for Medical Image Analysis: A Survey
by Hao Guan et al

02-16-2021

Political Bias and Factualness in News Sharing across more than 100,000 Online Communities
by Galen Weld et al

02-18-2021

DSRN: an Efficient Deep Network for Image Relighting
by Sourya Dipta Das et al

02-18-2021

Hierarchical Attention Fusion for Geo-Localization
by Liqi Yan et al

02-17-2021

Murat: Multi-RAT False Base Station Detector
by Prajwol Kumar Nakarmi et al

02-18-2021

CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning
by Chen Wei et al

02-18-2021

StablePose: Learning 6D Object Poses from Geometrically Stable Patches
by Junwen Huang et al

02-18-2021

Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification
by Abdallah Benzine et al

02-17-2021

Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detection
by William Scott Paka et al

02-17-2021

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data
by Axel Elaldi et al

02-17-2021

Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking
by Jiachen Li et al

02-17-2021

Multilevel Monte Carlo learning
by Thomas Gerstner et al

02-18-2021

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results
by Liming Jiang et al

02-18-2021

Center Power and Loci of Poncelet Triangles
by Mark Helman et al

02-18-2021

Minimizing false negative rate in melanoma detection and providing insight into the causes of classification
by Ellák Somfai et al

02-17-2021

Bridging the Gap Between Adversarial Robustness and Optimization Bias
by Fartash Faghri et al

02-17-2021

Resolution analysis of inverting the generalized NN-dimensional Radon transform in RnRn from discrete data
by Alexander Katsevich

02-17-2021

Probabilistic constructions in continuous combinatorics and a bridge to distributed algorithms
by Anton Bernshteyn

02-17-2021

Rethinking Co-design of Neural Architectures and Hardware Accelerators
by Yanqi Zhou et al

02-17-2021

BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation
by Xing Li et al

02-18-2021

UnibucKernel: Geolocating Swiss-German Jodels Using Ensemble Learning
by Mihaela Gaman et al

02-18-2021

PLAM: a Posit Logarithm-Approximate Multiplier for Power Efficient Posit-based DNNs
by Raul Murillo et al

02-18-2021

HandTailor: Towards High-Precision Monocular 3D Hand Recovery
by Jun Lv et al

02-17-2021

Reaching Consensus for Asynchronous Distributed Key Generation
by Ittai Abraham et al

02-16-2021

Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary
by Ecenaz Erdemir et al

02-17-2021

BORE: Bayesian Optimization by Density-Ratio Estimation
by Louis C. Tiao et al

02-18-2021

Therapeutics Data Commons: Machine Learning Datasets and Tasks for Therapeutics
by Kexin Huang et al

02-18-2021

Deep Gait Recognition: A Survey
by Alireza Sepas-Moghaddam et al

02-18-2021

Data Poisoning Attacks and Defenses to Crowdsourcing Systems
by Minghong Fang et al

02-18-2021

GradFreeBits: Gradient Free Bit Allocation for Dynamic Low Precision Neural Networks
by Benjamin J. Bodner et al

02-17-2021

Densely Nested Top-Down Flows for Salient Object Detection
by Chaowei Fang et al

02-16-2021

Globally-Robust Neural Networks
by Klas Leino et al

02-17-2021

Predicative Aspects of Order Theory in Univalent Foundations
by Tom de Jong et al

02-17-2021

Domain Impression: A Source Data Free Domain Adaptation Method
by Vinod K Kurmi et al

02-18-2021

Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction
by Daniel Gehrig et al

02-16-2021

Large deviations for the largest eigenvalue of Gaussian networks with constant average degree
by Shirshendu Ganguly et al

02-16-2021

Constructing a Distance Sensitivity Oracle in O(n2.5794M)O(n2.5794M) Time
by Yong Gu et al

02-18-2021

Fake News Detection: a comparison between available Deep Learning techniques in vector space
by Lovedeep Singh

02-17-2021

Few-shot Conformal Prediction with Auxiliary Tasks
by Adam Fisch et al

02-16-2021

TableLab: An Interactive Table Extraction System with Adaptive Deep Learning
by Nancy Xin Ru Wang et al

02-16-2021

Hierarchical VAEs Know What They Dont Know
by Jakob D. Havtorn et al

02-16-2021

Separated Proportional-Integral Lagrangian for Chance Constrained Reinforcement Learning
by Baiyu Peng et al

02-16-2021

Hough2Map -- Iterative Event-based Hough Transform for High-Speed Railway Mapping
by Florian Tschopp et al

02-18-2021

Vision-Aided 6G Wireless Communications: Blockage Prediction and Proactive Handoff
by Gouranga Charan et al

02-18-2021

Sliced L2L2 Distance for Colour Grading
by Hana Alghamdi et al

02-17-2021

Learning Invariant Representation of Tasks for Robust Surgical State Estimation
by Yidan Qin et al

02-18-2021

Regular Expressions for Fast-response COVID-19 Text Classification
by Igor L. Markov et al

02-17-2021

ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs
by Sebastian Monka et al

02-18-2021

On the Convergence of Step Decay Step-Size for Stochastic Optimization
by Xiaoyu Wang et al

02-18-2021

Meta-Transfer Learning for Low-Resource Abstractive Summarization
by Yi-Syuan Chen et al

02-17-2021

Joint Continuous and Discrete Model Selection via Submodularity
by Jonathan Bunton et al

02-17-2021

Entity-level Factual Consistency of Abstractive Text Summarization
by Feng Nan et al

02-17-2021

Multi-Agent Reinforcement Learning of 3D Furniture Layout Simulation in Indoor Graphics Scenes
by Xinhan Di et al

02-18-2021

Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Progressive Exaggeration on Chest X-rays
by Joseph Paul Cohen et al

02-17-2021

One-shot action recognition towards novel assistive therapies
by Alberto Sabater et al

02-16-2021

Fair division of graphs and of tangled cakes
by Ayumi Igarashi et al

02-17-2021

POLA: Online Time Series Prediction by Adaptive Learning Rates
by Wenyu Zhang

02-16-2021

Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
by Yuantian Miao et al

02-17-2021

Automated Detection of Equine Facial Action Units
by Zhenghong Li et al

02-18-2021

Image Compositing for Segmentation of Surgical Tools without Manual Annotations
by Luis C. Garcia-Peraza-Herrera et al

02-17-2021

Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n1/n Parameters
by Aston Zhang et al

02-16-2021

DEUP: Direct Epistemic Uncertainty Prediction
by Moksh Jain et al

02-16-2021

Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics
by Jongeun Kim et al

02-16-2021

Revisiting Language Encoding in Learning Multilingual Representations
by Shengjie Luo et al

02-16-2021

Quantifying environment and population diversity in multi-agent reinforcement learning
by Kevin R. McKee et al

02-19-2021

The Flip Schelling Process on Random Geometric and Erd\os-R\enyi Graphs
by Thomas Bläsius et al

02-17-2021

Dynamical behavior of alternate base expansions
by Émilie Charlier et al

02-16-2021

Capacity-Achieving Private Information Retrieval Schemes from Uncoded Storage Constrained Servers with Low Sub-packetization
by Jinbao Zhu et al

02-18-2021

Sparse-Interest Network for Sequential Recommendation
by Qiaoyu Tan et al

02-18-2021

Dynamic Memory based Attention Network for Sequential Recommendation
by Qiaoyu Tan et al

02-17-2021

Spacewalker: Rapid UI Design Exploration Using Lightweight Markup Enhancement and Crowd Genetic Programming
by Mingyuan Zhong et al

02-16-2021

Active Face Frontalization using Commodity Unmanned Aerial Vehicles
by Nagashri Lakshminarayana et al

02-18-2021

Maximum weighted induced forests and trees: New formulations and a computational comparative review
by Rafael A. Melo et al

02-16-2021

Positivity-preserving methods for population models
by Sergio Blanes et al

02-19-2021

Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
by Zixun Guo et al

02-18-2021

On Typical Hesitant Fuzzy Languages and Automata
by Valdigleis S. Costa et al

02-19-2021

A Reinforcement Learning Approach to Age of Information in Multi-User Networks with HARQ
by Elif Tugce Ceran et al

02-16-2021

Instance Localization for Self-supervised Detection Pretraining
by Ceyuan Yang et al

02-19-2021

A proof of convergence for gradient descent in the training of artificial neural networks for constant target functions
by Patrick Cheridito et al

02-17-2021

NFCNN: Toward a Noise Fusion Convolutional Neural Network for Image Denoising
by Maoyuan Xu et al

02-18-2021

Second-order and nonuniform time-stepping schemes for time fractional evolution equations with time-space dependent coefficients
by Pin Lyu et al

02-17-2021

Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters
by Mohita Chaudhary et al

02-16-2021

TCN: Table Convolutional Network for Web Table Interpretation
by Daheng Wang et al

02-17-2021

Non-asymptotic approximations of neural networks by Gaussian processes
by Ronen Eldan et al

02-18-2021

HVAQ: A High-Resolution Vision-Based Air Quality Dataset
by Zuohui Chen et al

02-16-2021

Dataset Condensation with Differentiable Siamese Augmentation
by Bo Zhao et al

02-16-2021

Differentially Private Quantiles
by Jennifer Gillenwater et al

02-18-2021

Truncation-Free Matching System for Display Advertising at Alibaba
by Jin Li et al

02-17-2021

Finite-Time Analysis of Asynchronous Q-Learning with Discrete-Time Switching System Models
by Donghwan Lee

02-17-2021

FrugalMCT: Efficient Online ML API Selection for Multi-Label Classification Tasks
by Lingjiao Chen et al

02-18-2021

DeepMuD: Multi-user Detection for Uplink Grant-Free NOMA IoT Networks via Deep Learning
by Ahmet Emir et al

02-18-2021

A matheuristic approach for the bb-coloring problem using integer programming and a multi-start multi-greedy randomized metaheuristic
by Rafael A. Melo et al

02-18-2021

Subgrid multiscale stabilized finite element analysis of non-Newtonian Power-law model fully coupled with Advection-Diffusion-Reaction equations
by Manisha Chowdhury et al

02-17-2021

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration
by Zhiqiang Shen et al

02-16-2021

Contextual Skipgram: Training Word Representation Using Context Information
by Dongjae Kim et al

02-17-2021

On robustly convergent and efficient iterative methods for anisotropic radiative transfer
by Jürgen Dölz et al

02-16-2021

Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs
by Harini Suresh et al

02-17-2021

IRS-Assisted Wireless Powered NOMA: Is Dynamic Passive Beamforming Really Needed?
by Qingqing Wu et al

02-16-2021

Boosting Deep Transfer Learning for COVID-19 Classification
by Fouzia Altaf et al

02-18-2021

Error estimates for DeepOnets: A deep learning framework in infinite dimensions
by Samuel Lanthaler et al

02-17-2021

On the Fundamental Limits of Exact Inference in Structured Prediction
by Hanbyul Lee et al

02-16-2021

Topological Deep Learning: Classification Neural Networks
by Mustafa Hajij et al

02-16-2021

EfficientLPS: Efficient LiDAR Panoptic Segmentation
by Kshitij Sirohi et al

02-16-2021

NoiseQA: Challenge Set Evaluation for User-Centric Question Answering
by Abhilasha Ravichander et al

02-18-2021

Transfer Learning for Linear Regression: a Statistical Test of Gain
by David Obst et al

02-18-2021

On Adapting Nesterovs Scheme to Accelerate Iterative Methods for Linear Problems
by Tao Hong et al

02-17-2021

Safety Analysis for Laser-based Optical Wireless Communications: A Tutorial
by Mohammad Dehghani Soltani et al

02-17-2021

Evaluating the Performance of Some Local Optimizers for Variational Quantum Classifiers
by Nisheeth Joshi et al

02-16-2021

Finite Atomized Semilattices
by Fernando Martin-Maroto et al

02-17-2021

Sparsely Factored Neural Machine Translation
by Noe Casas et al

02-18-2021

Nonasymptotic bounds for suboptimal importance sampling
by Carsten Hartmann et al

02-16-2021

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models
by Zixuan Liu et al

02-18-2021

On the advantages of stochastic encoders
by Lucas Theis et al

02-18-2021

Stein variational gradient descent on infinite-dimensional space and applications to statistical inverse problems
by Junxiong Jia et al

02-18-2021

Optimizing Black-box Metrics with Iterative Example Weighting
by Gaurush Hiranandani et al

02-16-2021

Accurate and Clear Precipitation Nowcasting with Consecutive Attention and Rain-map Discrimination
by Ashesh et al

02-17-2021

A Framework for Characterising the Value of Information in Hidden Markov Models
by Zijing Wang et al

02-16-2021

End-to-End Automatic Speech Recognition with Deep Mutual Learning
by Ryo Masumura et al

02-18-2021

Learning to Select Context in a Hierarchical and Global Perspective for Open-domain Dialogue Generation
by Lei Shen et al

02-19-2021

Hierarchical Orthogonal Factorization: Sparse Least Squares Problems
by Abeynaya Gnanasekaran et al

02-18-2021

Equivalences for Linearizations of Matrix Polynomials
by Robert M. Corless et al

02-16-2021

Restore from Restored: Single-image Inpainting
by Eun Hye Lee et al

02-16-2021

An AutoML-based Approach to Multimodal Image Sentiment Analysis
by Vasco Lopes et al

02-16-2021

Speeding Up Private Distributed Matrix Multiplication via Bivariate Polynomial Codes
by Burak Hasircioglu et al

02-18-2021

A comparison of eigenvalue-based algorithms and the generalized Lanczos trust-region algorithm for Solving the trust-region subproblem
by Zhongxiao Jia et al

02-18-2021

Fortify Machine Learning Production Systems: Detect and Classify Adversarial Attacks
by Matthew Ciolino et al

02-18-2021

Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder
by Shuqi Lu et al

02-18-2021

A matrix approach to detect temporal behavioral patterns at electric vehicle charging stations
by Milan Straka et al

02-18-2021

Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning
by Desmond Cai et al

02-16-2021

Stochastic Variance Reduction for Variational Inequality Methods
by Ahmet Alacaoglu et al

02-16-2021

Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images
by Sampa Misra et al

02-17-2021

Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
by Jonas Denck et al

02-17-2021

How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models
by Ahmed M. Alaa et al

02-16-2021

Smoothed Analysis with Adaptive Adversaries
by Nika Haghtalab et al

02-18-2021

Robust and Differentially Private Mean Estimation
by Xiyang Liu et al

02-17-2021

On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification
by Alejandro Barredo Arrieta et al

02-16-2021

SiMaN: Sign-to-Magnitude Network Binarization
by Mingbao Lin et al

02-18-2021

Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression
by Yuma Iwasaki et al

02-19-2021

A Higher-Order Generalized Singular Value Decomposition for Rank Deficient Matrices
by Idris Kempf et al

02-16-2021

Free surface shapes in rigid body rotation: Exact solutions, asymptotics and approximants
by Enrique Ramé et al

02-16-2021

Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet
by M. Onat Topal et al

02-16-2021

Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
by Matthias Paulik et al

02-16-2021

Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries
by Swathikiran Sudhakaran et al

02-18-2021

ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks
by Dmitry Kovalev et al

02-17-2021

EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks
by Ozan Ozdenizci et al

02-19-2021

GEASI: Geodesic-based Earliest Activation Sites Identification in cardiac models
by Thomas Grandits et al

02-16-2021

Finite Element Approximation of Steady Flows of Colloidal Solutions
by Andrea Bonito et al

02-17-2021

A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images
by Qazi Ammar Arshad et al

02-16-2021

Performance Analyses of MRT/MRC in Dual-Hop NOMA Full-Duplex AF Relay Networks with Residual Hardware Impairments
by Mesut Toka et al

02-17-2021

Temporal Memory Attention for Video Semantic Segmentation
by Hao Wang et al

02-16-2021

A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality
by Caglar Aytekin et al

02-16-2021

A Generic Descent Aggregation Framework for Gradient-based Bi-level Optimization
by Risheng Liu et al

02-19-2021

Brownian bridge expansions for L\evy area approximations and particular values of the Riemann zeta function
by James Foster et al

02-17-2021

Domain Generalization Needs Stochastic Weight Averaging for Robustness on Domain Shifts
by Junbum Cha et al

02-18-2021

Knowledge Hypergraph Embedding Meets Relational Algebra
by Bahare Fatemi et al

02-16-2021

A Thorough View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy
by Kevin Bello et al

02-17-2021

Learning Fair Representations for Bipartite Graph based Recommendation
by Le Wu et al

02-19-2021

Model-Invariant State Abstractions for Model-Based Reinforcement Learning
by Manan Tomar et al

02-18-2021

Randomized Exploration is Near-Optimal for Tabular MDP
by Zhihan Xiong et al

02-16-2021

RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents
by Wei Qiu et al

02-17-2021

No-Substitution kk-means Clustering with Low Center Complexity and Memory
by Robi Bhattacharjee et al

02-16-2021

Axial Residual Networks for CycleGAN-based Voice Conversion
by Jaeseong You et al

02-16-2021

A priori and a posteriori error analysis of the Crouzeix-Raviart and Morley FEM with original and modified righthand sides
by Carsten Carstensen et al

02-17-2021

I Want This Product but Different : Multimodal Retrieval with Synthetic Query Expansion
by Ivona Tautkute et al

02-18-2021

Analysis of Growing Tumor on the Flow Velocity of Cerebrospinal Fluid in Human Brain Using Computational Modeling and Fluid-Structure Interaction
by Muhammad Uzair-Ul-Haq et al

02-18-2021

Reinforcement Learning for Datacenter Congestion Control
by Chen Tessler et al

02-16-2021

Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications
by Andras Kupcsik et al

02-16-2021

EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search
by Vasco Lopes et al

02-19-2021

The DMT of Real and Quaternionic Lattice Codes and DMT Classification of Division Algebra Codes
by Roope Vehkalahti et al

02-18-2021

Deep Neural Networks based Invisible Steganography for Audio-into-Image Algorithm
by Quang Pham Huu et al

02-17-2021

Using Distance Correlation for Efficient Bayesian Optimization
by Takuya Kanazawa

02-16-2021

An improved upper bound on self-dual codes over finite fields GF(11),GF(19)GF(11),GF(19), and GF(23)GF(23)
by Whan-Hyuk Choi et al

02-18-2021

Testing Lotkas Law and Pattern of Author Productivity in the Scholarly Publications of Artificial Intelligence
by Muneer Ahmad et al

02-18-2021

Link Prediction Approach to Recommender Systems
by T. Jaya Lakshmi et al

02-18-2021

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02-16-2021

Automatic Generation of Interpolants for Lattice Samplings: Part I -- Theory and Analysis
by Joshua Horacsek et al

02-19-2021

Toward Taming the Overhead Monster for Data-Flow Integrity
by Lang Feng et al

02-17-2021

On polynomial grammars extended with substitution
by Janusz Schmude

02-16-2021

ArCode: Facilitating the Use of Application Frameworks to Implement Tactics and Patterns
by Ali Shokri et al

02-16-2021

Robust Mean Estimation in High Dimensions via Global Outlier Pursuit
by Aditya Deshmukh et al

02-17-2021

Effects of Early Warning Emails on Student Performance
by Till Massing et al

02-19-2021

Identifying and Mapping the Global Research Output on Coronavirus Disease: A Scientometric Study
by Muneer Ahmad et al

02-17-2021

Deep Learning Anomaly Detection for Cellular IoT with Applications in Smart Logistics
by Milos Savic et al

02-18-2021

Dynamic curriculum learning via data parameters for noise robust keyword spotting
by Takuya Higuchi et al

02-18-2021

Semantics and Axiomatization for Stochastic Differential Dynamic Logic
by Michael Roberts et al

02-18-2021

Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming
by Meng Qi et al

02-18-2021

Highway Traffic Control via Smart e-Mobility -- Part I: Theory
by Carlo Cenedese et al

02-17-2021

A Query-Driven System for Discovering Interesting Subgraphs in Social Media
by Subhasis Dasgupta et al

02-17-2021

A Large-Scale Study of the Twitter Follower Network to Characterize the Spread of Prescription Drug Abuse Tweets
by Ryan Sequeira et al

02-19-2021

Learning Composable Behavior Embeddings for Long-horizon Visual Navigation
by Xiangyun Meng et al

02-18-2021

Interleaving classical and reversible
by Armando B. Matos et al

02-18-2021

Highway Traffic Control via Smart e-Mobility -- Part II: Dutch A1313 Case Study
by Carlo Cenedese et al

 
Craig Smith