2022.2.14 CS papers

 

02-10-2022

Block-NeRF: Scalable Large Scene Neural View Synthesis
by Matthew Tancik et al

02-10-2022

EvoJAX: Hardware-Accelerated Neuroevolution
by Yujin Tang et al

02-08-2022

MaskGIT: Masked Generative Image Transformer
by Huiwen Chang et al

02-10-2022

Deconstructing The Inductive Biases Of Hamiltonian Neural Networks
by Nate Gruver et al

02-08-2022

Bingham Policy Parameterization for 3D Rotations in Reinforcement Learning
by Stephen James et al

02-08-2022

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms
by Jiwoong J. Jeong et al

02-10-2022

ChemicalX: A Deep Learning Library for Drug Pair Scoring
by Benedek Rozemberczki et al

02-09-2022

Conditional Motion In-betweening
by Jihoon Kim et al

02-10-2022

Locating and Editing Factual Knowledge in GPT
by Kevin Meng et al

02-08-2022

TimeLMs: Diachronic Language Models from Twitter
by Daniel Loureiro et al

02-08-2022

DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generative Transformers
by Jaemin Cho et al

02-11-2022

CLIPasso: Semantically-Aware Object Sketching
by Yael Vinker et al

02-08-2022

Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
by Boxin Wang et al

02-10-2022

Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent Kernel
by Kaito Watanabe et al

02-10-2022

Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET
by Chantal Amrhein et al

02-09-2022

The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning
by Jack Hessel et al

02-09-2022

Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
by Yu Meng et al

02-09-2022

pNLP-Mixer: an Efficient all-MLP Architecture for Language
by Francesco Fusco et al

02-10-2022

Adaptively Exploiting d-Separators with Causal Bandits
by Blair Bilodeau et al

02-08-2022

Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning
by Bryon Tjanaka et al

02-10-2022

N\UWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN
by Minheng Ni et al

02-08-2022

Causal Scene BERT: Improving object detection by searching for challenging groups of data
by Cinjon Resnick et al

02-09-2022

AdaPrompt: Adaptive Model Training for Prompt-based NLP
by Yulong Chen et al

02-09-2022

Point-Level Region Contrast for Object Detection Pre-Training
by Yutong Bai et al

02-10-2022

FILM: Frame Interpolation for Large Motion
by Fitsum Reda et al

02-10-2022

Cross-speaker style transfer for text-to-speech using data augmentation
by Manuel Sam Ribeiro et al

02-10-2022

Discovering Quantum Phase Transitions with Fermionic Neural Networks
by G. Cassella et al

02-10-2022

InPars: Data Augmentation for Information Retrieval using Large Language Models
by Luiz Bonifacio et al

02-09-2022

PINs: Progressive Implicit Networks for Multi-Scale Neural Representations
by Zoe Landgraf et al

02-09-2022

Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap
by Charita Dellaporta et al

02-08-2022

GiraffeDet: A Heavy-Neck Paradigm for Object Detection
by Yiqi Jiang et al

02-10-2022

Investigating Explainability of Generative AI for Code through Scenario-based Design
by Jiao Sun et al

02-10-2022

A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective
by Erfan Al-Hossami et al

02-10-2022

Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
by Anastasios N Angelopoulos et al

02-08-2022

Generative multitask learning mitigates target-causing confounding
by Taro Makino et al

02-09-2022

SHAS: Approaching optimal Segmentation for End-to-End Speech Translation
by Ioannis Tsiamas et al

02-08-2022

CVA6s Data cache: Structure and Behavior
by Valentin Martinoli et al

02-10-2022

Vehicle: Interfacing Neural Network Verifiers with Interactive Theorem Provers
by Matthew L. Daggitt et al

02-08-2022

Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers
by Abhisek Dash et al

02-08-2022

Differentiable N-gram Objective on Abstractive Summarization
by Yunqi Zhu et al

02-10-2022

Uncovering Instabilities in Variational-Quantum Deep Q-Networks
by Maja Franz et al

02-09-2022

Object-Guided Day-Night Visual Localization in Urban Scenes
by Assia Benbihi et al

02-10-2022

P-split formulations: A class of intermediate formulations between big-M and convex hull for disjunctive constraints
by Jan Kronqvist et al

02-10-2022

SAFER: Data-Efficient and Safe Reinforcement Learning via Skill Acquisition
by Dylan Slack et al

02-08-2022

Self-Conditioned Generative Adversarial Networks for Image Editing
by Yunzhe Liu et al

02-08-2022

What are the best systems? New perspectives on NLP Benchmarking
by Pierre Colombo et al

02-08-2022

QAC: Quantum-computing Aided Composition
by Omar Costa Hamido

02-09-2022

The craft and coordination of data curation: complicating workflow views of data science
by Andrea K. Thomer et al

02-08-2022

Efficient Algorithms for High-Dimensional Convex Subspace Optimization via Strict Complementarity
by Dan Garber et al

02-10-2022

Who Funds Misinformation? A Systematic Analysis of the Ad-related Profit Routines of Fake News sites
by Emmanouil Papadogiannakis et al

02-09-2022

Predicting Human Similarity Judgments Using Large Language Models
by Raja Marjieh et al

02-10-2022

TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations
by Minhao Jiang et al

02-09-2022

Optimal learning rate schedules in high-dimensional non-convex optimization problems
by Stéphane d'Ascoli et al

02-08-2022

Results and findings of the 2021 Image Similarity Challenge
by Zoë Papakipos et al

02-09-2022

Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations
by Yu Meng et al

02-10-2022

Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding
by Peter Sullivan et al

02-09-2022

Estimation of Clinical Workload and Patient Activity using Deep Learning and Optical Flow
by Thanh Nguyen-Duc et al

02-09-2022

Sharper Rates for Separable Minimax and Finite Sum Optimization via Primal-Dual Extragradient Methods
by Yujia Jin et al

02-08-2022

Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems
by Dan Garber et al

02-10-2022

Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction
by Devansh Jain et al

02-10-2022

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities
by Baoxin Wang et al

02-10-2022

Natural Language in Requirements Engineering for Structure Inference -- An Integrative Review
by Maximilian Vierlboeck et al

02-08-2022

InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training
by Zehua Chen et al

02-10-2022

Networks and Identity Drive Geographic Properties of the Diffusion of Linguistic Innovation
by Aparna Ananthasubramaniam et al

02-09-2022

FedQAS: Privacy-aware machine reading comprehension with federated learning
by Addi Ait-Mlouk et al

02-10-2022

Feasible Low-thrust Trajectory Identification via a Deep Neural Network Classifier
by Ruida Xie et al

02-10-2022

Remote Contextual Bandits
by Francesco Pase et al

02-09-2022

TamilEmo: Finegrained Emotion Detection Dataset for Tamil
by Charangan Vasantharajan et al

02-10-2022

Group Testing on General Set-Systems
by Mira Gonen et al

02-08-2022

Width is Less Important than Depth in ReLU Neural Networks
by Gal Vardi et al

02-09-2022

Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?
by Jiawen Zhang et al

02-11-2022

Distributed saddle point problems for strongly concave-convex functions
by Muhammad I. Qureshi et al

02-09-2022

Designing Closed Human-in-the-loop Deferral Pipelines
by Vijay Keswani et al

02-09-2022

This is Fake! Shared it by Mistake: Assessing the Intent of Fake News Spreaders
by Xinyi Zhou et al

02-11-2022

Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing
by Ecenaz Erdemir et al

02-10-2022

Conditional Diffusion Probabilistic Model for Speech Enhancement
by Yen-Ju Lu et al

02-08-2022

Modeling Structure with Undirected Neural Networks
by Tsvetomila Mihaylova et al

02-09-2022

An approximate C1C1 multi-patch space for isogeometric analysis with a comparison to Nitsches method
by Pascal Weinmüller et al

02-10-2022

Slovene SuperGLUE Benchmark: Translation and Evaluation
by Aleš Žagar et al

02-11-2022

Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality
by Daniel Watson et al

02-08-2022

Whats Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification
by Jacob König et al

02-10-2022

Equivariance Regularization for Image Reconstruction
by Junqi Tang

02-09-2022

Image Difference Captioning with Pre-training and Contrastive Learning
by Linli Yao et al

02-09-2022

Deploying Vaccine Distribution Sites for Improved Accessibility and Equity to Support Pandemic Response
by George Li et al

02-10-2022

Universal Learning Waveform Selection Strategies for Adaptive Target Tracking
by Charles E. Thornton et al

02-11-2022

Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer
by Yair Kittenplon et al

02-10-2022

Generalization Bounds via Convex Analysis
by Gergely Neu et al

02-08-2022

On the hyper-singular boundary integral equation methods for dynamic poroelasticity: three dimensional case
by Lu Zhang et al

02-08-2022

Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data
by Ran Yi et al

02-11-2022

Metastability of the Potts ferromagnet on random regular graphs
by Amin Coja-Oghlan et al

02-10-2022

The USTC-Ximalaya system for the ICASSP 2022 multi-channel multi-party meeting transcription (M2MeT) challenge
by Maokui He et al

02-09-2022

Augmenting Neural Networks with Priors on Function Values
by Hunter Nisonoff et al

02-08-2022

Counterfactual Multi-Token Fairness in Text Classification
by Pranay Lohia

02-09-2022

Reflexive tactics for algebra, revisited
by Kazuhiko Sakaguchi

02-09-2022

Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
by Tianlong Chen et al

02-08-2022

How to Understand Masked Autoencoders
by Shuhao Cao et al

02-08-2022

Spectrum, algebraicity and normalization in alternate bases
by Émilie Charlier et al

02-10-2022

Monotonically Convergent Regularization by Denoising
by Yuyang Hu et al

02-08-2022

DURableVS: Data-efficient Unsupervised Recalibrating Visual Servoing via online learning in a structured generative model
by Nishad Gothoskar et al

02-10-2022

Pok\emon GO to Pok\emon STAY: How Covid-19 Affected Pok\emon GO Players
by John Dunham et al

02-09-2022

Dual field structure-preserving discretization of port-Hamiltonian systems using finite element exterior calculus
by Andrea Brugnoli et al

02-11-2022

End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
by Arpit Bansal et al

02-10-2022

Needs-aware Artificial Intelligence: AI that serves [human] needs
by Ryan Watkins et al

02-08-2022

Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach
by Chang Liu et al

02-10-2022

Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs
by Leonardo Lucio Custode et al

02-10-2022

Enhanced Digital Halftoning via Weighted Sigma-Delta Modulation
by Felix Krahmer et al

02-10-2022

Computer Validation of Neural Network Dynamics: A First Case Study
by Christian Kuehn et al

02-10-2022

Topogivity: A Machine-Learned Chemical Rule for Discovering Topological Materials
by Andrew Ma et al

02-09-2022

Stability Analysis of Recurrent Neural Networks by IQC with Copositive Mutipliers
by Yoshio Ebihara et al

02-09-2022

Reproducibility in Optimization: Theoretical Framework and Limits
by Kwangjun Ahn et al

02-08-2022

Efficient approximation of cardiac mechanics through reduced order modeling with deep learning-based operator approximation
by Ludovica Cicci et al

02-11-2022

Reliability function for streaming over a DMC with feedback
by Nian Guo et al

02-08-2022

SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees
by Tayyebeh Jahani-Nezhad et al

02-08-2022

Machine Explanations and Human Understanding
by Chacha Chen et al

02-09-2022

A degenerating convection-diffusion system modelling froth flotation with drainage
by Raimund Bürger et al

02-08-2022

The decision problem for perfect matchings in dense hypergraphs
by Luyining Gan et al

02-08-2022

Motion-Aware Transformer For Occluded Person Re-identification
by Mi Zhou et al

02-09-2022

Simultaneous Transmit Diversity and Passive Beamforming with Large-Scale Intelligent Reflecting Surface
by Beixiong Zheng et al

02-08-2022

Trained Model in Supervised Deep Learning is a Conditional Risk Minimizer
by Yutong Xie et al

02-10-2022

Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning
by Zehao Dou et al

02-11-2022

XIGA: An eXtended IsoGeometric Analysis approach for multi-material problems
by L. Noel et al

02-10-2022

Visual Servoing for Pose Control of Soft Continuum Arm in a Structured Environment
by Shivani Kamtikar et al

02-10-2022

PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty
by Paz Fink Shustin et al

02-09-2022

Noise fingerprints in quantum computers: Machine learning software tools
by Stefano Martina et al

02-08-2022

Scalable computational kernels for mortar finite element methods
by Matthias Mayr et al

02-08-2022

From Generalisation Error to Transportation-cost Inequalities and Back
by Amedeo Roberto Esposito et al

02-08-2022

New results on vectorial dual-bent functions and partial difference sets
by Jiaxin Wang et al

02-10-2022

Machine Learning-based Urban Canyon Path Loss Prediction using 28 GHz Manhattan Measurements
by Ankit Gupta et al

02-11-2022

RIS-Aided Wireless Communications: Extra Degrees of Freedom via Rotation and Location Optimization
by Yajun Cheng et al

02-09-2022

Bayesian Nonparametrics for Offline Skill Discovery
by Valentin Villecroze et al

02-09-2022

On the stability of unevenly spaced samples for interpolation and quadrature
by Annan Yu et al

02-10-2022

Non-stationary Anderson acceleration with optimized damping
by Kewang Chen et al

02-08-2022

A two-step approach to leverage contextual data: speech recognition in air-traffic communications
by Iuliia Nigmatulina et al

02-09-2022

Low Ambiguity Zone: Theoretical Bounds and Doppler-Resilient Sequence Design in Integrated Sensing and Communication Systems
by Zhifan Ye et al

02-11-2022

Formal verification of iterative convergence of numerical algorithms
by Mohit Tekriwal et al

02-10-2022

AD-NEGF: An End-to-End Differentiable Quantum Transport Simulator for Sensitivity Analysis and Inverse Problems
by Yingzhanghao Zhou et al

02-10-2022

Bayes Optimal Algorithm is Suboptimal in Frequentist Best Arm Identification
by Junpei Komiyama

02-10-2022

Motion Puzzle: Arbitrary Motion Style Transfer by Body Part
by Deok-Kyeong Jang et al

02-08-2022

Random Linear Network Coding in NOMA Optical Wireless Networks
by Ahmed A. M. Hassan et al

02-10-2022

Semi-Supervised Convolutive NMF for Automatic Music Transcription
by Haoran Wu et al

02-08-2022

Parametric t-Stochastic Neighbor Embedding With Quantum Neural Network
by Yoshiaki Kawase et al

02-10-2022

Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents
by Ahmed Akakzia et al

02-11-2022

Stable approximation of Helmholtz solutions by evanescent plane waves
by Emile Parolin et al

02-10-2022

ΓΓ-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation
by Irene Fonseca et al

02-09-2022

Can Humans Do Less-Than-One-Shot Learning?
by Maya Malaviya et al

02-09-2022

Adjacent-Bits-Swapped Polar codes: A new code construction to speed up polarization
by Guodong Li et al

02-09-2022

Exact Solutions of a Deep Linear Network
by Liu Ziyin et al

02-08-2022

An Executable Formal Model of the VHDL in Isabelle/HOL
by Wilayat Khan et al

02-08-2022

Rate-Distortion Theory for Strategic Semantic Communication
by Yong Xiao et al

02-08-2022

The factorization method and Capons method for random source identification in experimental aeroacoustics
by Roland Griesmaier et al

02-09-2022

Predicting the intended action using internal simulation of perception
by Zahra Gharaee

02-09-2022

NIMBLE: A Non-rigid Hand Model with Bones and Muscles
by Yuwei Li et al

02-11-2022

Online Decision Transformer
by Qinqing Zheng et al

02-09-2022

Saturation and vanishing ideals
by Philippe Gimenez et al

02-08-2022

Network Coding Multicast Key-Capacity
by Michael Langberg et al

02-10-2022

OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context
by Merey Ramazanova et al

02-10-2022

Load Balancing and Resource Allocation in Fog-Assisted 5G Networks: An Incentive-based Game Theoretic Approach
by Snigdha Kashyap et al

02-09-2022

Distributed Attribute-based Private Access Control
by Amir Masoud Jafarpisheh et al

02-11-2022

ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning
by Jia Huei Tan et al

02-09-2022

FCM-DNN: diagnosing coronary artery disease by deep accuracy Fuzzy C-Means clustering model
by Javad Hassannataj Joloudari et al

02-10-2022

SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics
by Atul Kumar Sinha et al

02-08-2022

Hair Color Digitization through Imaging and Deep Inverse Graphics
by Robin Kips et al

02-10-2022

Deep Learning for Computational Cytology: A Survey
by Hao Jiang et al

02-10-2022

Game Theoretic Analysis of an Adversarial Status Updating System
by Subhankar Banerjee et al

02-08-2022

Robust preconditioning for a mixed formulation of phase-field fracture problems
by Timo Heister et al

02-08-2022

Integrating question answering and text-to-SQL in Portuguese
by Marcos Menon José et al

02-08-2022

An exact quantum hidden subgroup algorithm and applications to solvable groups
by Muhammad Imran et al

02-10-2022

Leveraging Googles Publisher-specific IDs to Detect Website Administration
by Emmanouil Papadogiannakis et al

02-11-2022

Numerical schemes for a multi-species BGK model with velocity-dependent collision frequency
by Jeffrey Haack et al

02-09-2022

Anchor Graph Structure Fusion Hashing for Cross-Modal Similarity Search
by Lu Wang et al

02-08-2022

Police Text Analysis: Topic Modeling and Spatial Relative Density Estimation
by Sarah Huestis-Mitchell et al

02-10-2022

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
by Qing Jin et al

02-08-2022

Self-supervised Contrastive Learning for Cross-domain Hyperspectral Image Representation
by Hyungtae Lee et al

02-11-2022

On the preferred extensions of argumentation frameworks: bijections with naive extensions
by Mohammed Elaroussi et al

02-11-2022

A Partial Reciprocity-based Channel Prediction Framework for FDD massive MIMO with High Mobility
by Ziao Qin et al

02-10-2022

Including Facial Expressions in Contextual Embeddings for Sign Language Generation
by Carla Viegas et al

02-08-2022

Logical Reasoning for Task Oriented Dialogue Systems
by Sajjad Beygi et al

02-11-2022

Adaptive Read Thresholds for NAND Flash
by Borja Peleato et al

02-08-2022

Utility of Optical See-Through Head Mounted Displays in Augmented Reality-Assisted Surgery: A systematic review
by Manuel Birlo et al

02-08-2022

Optimal Evaluation of Symmetry-Adapted nn-Correlations Via Recursive Contraction of Sparse Symmetric Tensors
by Illia Kaliuzhnyi et al

02-08-2022

2D discrete Hodge-Dirac operator on the torus
by Volodymyr Sushch

02-10-2022

Space-Time Adaptive Processing Using Random Matrix Theory Under Limited Training Samples
by Di Song et al

02-10-2022

Towards the automated large-scale reconstruction of past road networks from historical maps
by Johannes H. Uhl et al

02-10-2022

Improving performance of aircraft detection in satellite imagery while limiting the labelling effort: Hybrid active learning
by Julie Imbert et al

02-10-2022

Faulty isogenies: a new kind of leakage
by Gora Adj et al

02-08-2022

Latent gaze information in highly dynamic decision-tasks
by Benedikt Hosp

02-10-2022

Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory
by Ruiqi Zhang et al

02-08-2022

Semantic features of object concepts generated with GPT-3
by Hannes Hansen et al

02-08-2022

Low-Complexity Decoding of a Class of Reed-Muller Subcodes for Low-Capacity Channels
by Mohammad Vahid Jamali et al

02-08-2022

Conflict-free incidence coloring and two-way radio networks
by Mengke Qi et al

02-09-2022

Merit-based Fusion of NLP Techniques for Instant Feedback on Water Quality from Twitter Text
by Khubaib Ahmad et al

02-08-2022

Streaming word problems
by Markus Lohrey et al

02-08-2022

Unified Characterization and Precoding for Non-Stationary Channels
by Zhibin Zou et al

02-09-2022

A Neural Network Model of Continual Learning with Cognitive Control
by Jacob Russin et al

02-09-2022

Smoothed Online Learning is as Easy as Statistical Learning
by Adam Block et al

02-10-2022

Memory-based gaze prediction in deep imitation learning for robot manipulation
by Heecheol Kim et al

02-10-2022

Backpropagation Clipping for Deep Learning with Differential Privacy
by Timothy Stevens et al

02-11-2022

Multi-Access Coded Caching Schemes from Maximal Cross Resolvable Designs
by Niladri Das et al

02-09-2022

A Priori Error Estimates of a Discontinuous Galerkin Finite Element Method for the Kelvin-Voigt Viscoelastic Fluid Motion Equations
by Saumya Bajpai et al

02-09-2022

Multi-modal unsupervised brain image registration using edge maps
by Vasiliki Sideri-Lampretsa et al

02-10-2022

A Stieltjes algorithm for generating multivariate orthogonal polynomials
by Zexin Liu et al

02-08-2022

SCR: Smooth Contour Regression with Geometric Priors
by Gaetan Bahl et al

02-10-2022

Settling the Communication Complexity for Distributed Offline Reinforcement Learning
by Juliusz Krysztof Ziomek et al

02-08-2022

A stabilized formulation for the solution of the incompressible unsteady Stokes equations in the frequency domain
by Mahdi Esmaily

02-10-2022

Characterizations of Adjoint Sobolev Embedding Operators for Inverse Problems
by Simon Hubmer et al

02-08-2022

MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation
by Yuntao Du et al

02-09-2022

Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations
by Shi Jin et al

02-09-2022

Non-Linear Spectral Dimensionality Reduction Under Uncertainty
by Firas Laakom et al

02-10-2022

Domain Adversarial Training: A Game Perspective
by David Acuna et al

02-10-2022

Sharp LpLp-error estimates for sampling operators
by Yurii Kolomoitsev et al

02-10-2022

Probabilistic learning inference of boundary value problem with uncertainties based on Kullback-Leibler divergence under implicit constraints
by Christian Soize

02-08-2022

Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning
by Sattar Vakili et al

02-08-2022

Rainbow Differential Privacy
by Ziqi Zhou et al

02-09-2022

Auditory Feedback for Standing Balance Improvement in Virtual Reality
by M. Rasel Mahmud et al

02-10-2022

Adults as Augmentations for Children in Facial Emotion Recognition with Contrastive Learning
by Marco Virgolin et al

02-10-2022

Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings
by Alan Mishler et al

02-10-2022

Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning
by Krzysztof Z. Gajos et al

02-09-2022

Learning Latent Causal Dynamics
by Weiran Yao et al

02-09-2022

Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating
by Ikbeom Jang et al

02-09-2022

A new perspective on classification: optimally allocating limited resources to uncertain tasks
by Toon Vanderschueren et al

02-09-2022

Increasing the Minimum Distance of Polar-Like Codes with Pre-Transformation
by Samet Gelincik et al

02-10-2022

A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images
by Christoph Leitner et al

02-10-2022

Give me a knee radiograph, I will tell you where the knee joint area is: a deep convolutional neural network adventure
by Shi Yan et al

02-11-2022

The Shapley Value in Machine Learning
by Benedek Rozemberczki et al

02-10-2022

Feature-level augmentation to improve robustness of deep neural networks to affine transformations
by Adrian Sandru et al

02-09-2022

Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation
by Jogendra Nath Kundu et al

02-08-2022

Parsimonious Learning-Augmented Caching
by Sungjin Im et al

02-08-2022

Equivariance versus Augmentation for Spherical Images
by Jan E. Gerken et al

02-09-2022

Graph Spectrum Based Seismic Survey Design
by Oscar López et al

02-09-2022

Adapting to Mixing Time in Stochastic Optimization with Markovian Data
by Ron Dorfman et al

02-10-2022

Energy-Based Contrastive Learning of Visual Representations
by Beomsu Kim et al

02-10-2022

Barwise Compression Schemes for Audio-Based Music Structure Analysis
by Axel Marmoret et al

02-09-2022

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An a posteriori error estimator for the spectral fractional power of the Laplacian
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Offline Reinforcement Learning with Realizability and Single-policy Concentrability
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CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention
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Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data
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An Improved EPA based Receiver Design for Uplink LDPC Coded SCMA System
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Private Information Delivery with Coded Storage
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Sparse superposition codes under VAMP decoding with generic rotational invariant coding matrices
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A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography
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Improving Computational Complexity in Statistical Models with Second-Order Information
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Online Learning to Transport via the Minimal Selection Principle
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CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
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Benign-Overfitting in Conditional Average Treatment Effect Prediction with Linear Regression
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Transfer-Learning Across Datasets with Different Input Dimensions: An Algorithm and Analysis for the Linear Regression Case
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End-to-End Blind Quality Assessment for Laparoscopic Videos using Neural Networks
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Low-Rank Approximation with 1/ϵ1/31/ϵ1/3 Matrix-Vector Products
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Uncertainty Modeling for Out-of-Distribution Generalization
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Hypergraph characterization of split matroids
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The leap to ordinal: functional prognosis after traumatic brain injury using artificial intelligence
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Deep learning for drug repurposing: methods, databases, and applications
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Verification-Aided Deep Ensemble Selection
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02-08-2022

On Sibsons αα-Mutual Information
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Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks
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Learning to Bootstrap for Combating Label Noise
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02-10-2022

PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis
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Hindi/Bengali Sentiment Analysis Using Transfer Learning and Joint Dual Input Learning with Self Attention
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Agree to Disagree: Diversity through Disagreement for Better Transferability
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Class Density and Dataset Quality in High-Dimensional, Unstructured Data
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02-10-2022

A non-local gradient based approach of infinity Laplacian with ΓΓ-convergence
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02-08-2022

Adversarial Detection without Model Information
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02-09-2022

Dimensionally Consistent Learning with Buckingham Pi
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02-09-2022

A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems
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Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation
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02-09-2022

Exploring Structural Sparsity in Neural Image Compression
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Real-Time Event-Based Tracking and Detection for Maritime Environments
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02-08-2022

Deep Neural Networks to Correct Sub-Precision Errors in CFD
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02-10-2022

On One-Bit Quantization
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02-10-2022

Real-Time Siamese Multiple Object Tracker with Enhanced Proposals
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02-08-2022

Two-closure of rank 3 groups in polynomial time
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02-08-2022

Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations
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02-08-2022

On the implementation of an adaptive multirate framework for coupled transport and flow
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02-10-2022

Coverage Probability and Spectral Efficiency Analysis of Multi-Gateway Downlink LoRa Networks
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Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video?
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02-08-2022

Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations
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02-09-2022

Transferred Q-learning
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02-08-2022

Self-Paced Imbalance Rectification for Class Incremental Learning
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02-10-2022

On the Acquisition of Stationary Signals Using Uniform ADCs
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02-09-2022

New Projection-free Algorithms for Online Convex Optimization with Adaptive Regret Guarantees
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02-08-2022

A Unified Multi-Task Learning Framework of Real-Time Drone Supervision for Crowd Counting
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02-08-2022

Data Consistency for Weakly Supervised Learning
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02-09-2022

Protocol Insecurity with Assertions
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02-10-2022

Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data
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02-08-2022

Detecting Anomalies within Time Series using Local Neural Transformations
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02-08-2022

OSM-tree: A Sortedness-Aware Index
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02-08-2022

Improving the Sample-Complexity of Deep Classification Networks with Invariant Integration
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02-11-2022

Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models
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02-08-2022

GLPU: A Geometric Approach For Lidar Pointcloud Upsampling
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02-10-2022

Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization
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02-08-2022

Provable Reinforcement Learning with a Short-Term Memory
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02-08-2022

The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness
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02-09-2022

Bayesian Optimisation for Mixed-Variable Inputs using Value Proposals
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02-08-2022

A multiscale spatiotemporal approach for smallholder irrigation detection
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02-08-2022

Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
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02-10-2022

DDA3C: Cooperative Distributed Deep Reinforcement Learning in A Group-Agent System
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02-08-2022

Efficiently Computable Converses for Finite-Blocklength Communication
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02-10-2022

REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy Transfer
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02-10-2022

Case-based reasoning for rare events prediction on strategic sites
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02-10-2022

A Directional Equispaced interpolation-based Fast Multipole Method for oscillatory kernels
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02-10-2022

Spherical Transformer
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02-10-2022

Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace
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02-10-2022

Understanding Rare Spurious Correlations in Neural Networks
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02-09-2022

Deep Feature Rotation for Multimodal Image Style Transfer
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02-08-2022

Optimal Transport of Binary Classifiers to Fairness
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02-08-2022

Deep learning fluid flow reconstruction around arbitrary two-dimensional objects from sparse sensors using conformal mappings
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02-08-2022

skrl: Modular and Flexible Library for Reinforcement Learning
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02-10-2022

Describing image focused in cognitive and visual details for visually impaired people: An approach to generating inclusive paragraphs
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02-09-2022

Discovering Concepts in Learned Representations using Statistical Inference and Interactive Visualization
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02-08-2022

Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning
by Meet P. Vadera et al

02-08-2022

Optimal L2L2 error estimates of the penalty finite element method for the unsteady Navier-Stokes equations with nonsmooth initial data
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02-09-2022

Minimax Rate-Distortion
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02-08-2022

Particle Transformer for Jet Tagging
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02-11-2022

The enumeration of meet-irreducible elements based on hierarchical decompositions of implicational bases
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02-09-2022

A Coupled CP Decomposition for Principal Components Analysis of Symmetric Networks
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02-08-2022

A second-order Magnus-type integrator for evolution equations with delay
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02-10-2022

Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs
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02-08-2022

A Novel Image Descriptor with Aggregated Semantic Skeleton Representation for Long-term Visual Place Recognition
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02-08-2022

PrivFair: a Library for Privacy-Preserving Fairness Auditing
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02-10-2022

Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast Deployment
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02-08-2022

Hybrid Kinetic/Fluid numerical method for the Vlasov-BGK equation in the diffusive scaling
by Tino Laidin

02-09-2022

Cost-effective Framework for Gradual Domain Adaptation with Multifidelity
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02-08-2022

Time Series Anomaly Detection by Cumulative Radon Features
by Yedid Hoshen

02-08-2022

Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
by Ling Yang et al

02-08-2022

Robust Hybrid Learning With Expert Augmentation
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02-08-2022

Social-DualCVAE: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-Encoder
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02-08-2022

Systematically improving existing k-means initialization algorithms at nearly no cost, by pairwise-nearest-neighbor smoothing
by Carlo Baldassi

02-08-2022

Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy
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02-10-2022

Deadwooding: Robust Global Pruning for Deep Neural Networks
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02-09-2022

Target-aware Molecular Graph Generation
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02-09-2022

Bias-Eliminated Semantic Refinement for Any-Shot Learning
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02-09-2022

L0Learn: A Scalable Package for Sparse Learning using L0 Regularization
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02-11-2022

A note on the spectral analysis of matrix sequences via GLT momentary symbols: from all-at-once solution of parabolic problems to distributed fractional order matrices
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02-08-2022

Unsupervised Source Separation via Self-Supervised Training
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02-11-2022

Expectation Consistent Plug-and-Play for MRI
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02-10-2022

Online Learning for Min Sum Set Cover and Pandoras Box
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02-08-2022

Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification
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02-08-2022

Learning Optical Flow with Adaptive Graph Reasoning
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02-11-2022

Multi-Modal Knowledge Graph Construction and Application: A Survey
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02-09-2022

Multiclass histogram-based thresholding using kernel density estimation and scale-space representations
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02-09-2022

No-Regret Learning in Dynamic Stackelberg Games
by Niklas Lauffer et al

02-09-2022

Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios
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02-10-2022

Mosaics of Combinatorial Designs for Semantic Security on Quantum Wiretap Channels
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02-09-2022

Unconditionally secure digital signatures implemented in an 8-user quantum network
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02-08-2022

Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
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02-09-2022

Geometric Digital Twinning of Industrial Facilities: Retrieval of Industrial Shapes
by Eva Agapaki et al

02-10-2022

Dual Task Framework for Debiasing Persona-grounded Dialogue Dataset
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02-08-2022

Learning Sinkhorn divergences for supervised change point detection
by Nauman Ahad et al

02-10-2022

Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data
by Andreas Holm Nielsen et al

02-08-2022

STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation
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02-09-2022

Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification
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02-08-2022

The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering
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02-11-2022

What Does it Mean for a Language Model to Preserve Privacy?
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02-08-2022

Budgeted Combinatorial Multi-Armed Bandits
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02-08-2022

Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs
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02-10-2022

Exploiting Spatial Sparsity for Event Cameras with Visual Transformers
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02-09-2022

Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling
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02-08-2022

Transferable Student Performance Modeling for Intelligent Tutoring Systems
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02-08-2022

Aging Scientists and Slowed Advance
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02-09-2022

Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time
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02-08-2022

Physics-informed neural networks for solving parametric magnetostatic problems
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02-10-2022

Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey
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02-10-2022

Adaptive and Robust Multi-task Learning
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02-08-2022

Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation
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02-08-2022

Efficiently Escaping Saddle Points in Bilevel Optimization
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02-09-2022

A Multimodal Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement
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02-10-2022

Near-Optimal Statistical Query Lower Bounds for Agnostically Learning Intersections of Halfspaces with Gaussian Marginals
by Daniel Hsu et al

02-10-2022

Computational-Statistical Gaps in Reinforcement Learning
by Daniel Kane et al

02-09-2022

Conditional Drums Generation using Compound Word Representations
by Dimos Makris et al

02-09-2022

A hypothesis-driven method based on machine learning for neuroimaging data analysis
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02-09-2022

Compiler Support for Sparse Tensor Computations in MLIR
by Aart J. C. Bik et al

02-10-2022

Loss-guided Stability Selection
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02-09-2022

Securing Smart Grids Through an Incentive Mechanism for Blockchain-Based Data Sharing
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02-08-2022

TransformNet: Self-supervised representation learning through predicting geometric transformations
by Sayed Hashim et al

02-09-2022

Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making
by Wenbo Sun et al

02-08-2022

Blockchain-based Digital Twin for Supply Chain Management: A Literature Review and Future Research Directions
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02-09-2022

Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models
by Viktor Bengs et al

02-11-2022

Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning
by Said Ouala et al

02-11-2022

A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning
by Tassadaq Hussain et al

02-11-2022

The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention
by Kazuki Irie et al

02-09-2022

A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression
by Laure Crochepierre et al

02-08-2022

KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting
by Muhammad Ali Chattha et al

02-08-2022

Instantaneous and limiting behavior of an n-node blockchain under cyber attacks from a single hacker
by Xiufeng Xu et al

02-08-2022

Understanding the bias-variance tradeoff of Bregman divergences
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02-09-2022

Distance Estimation and Animal Tracking for Wildlife Camera Trapping
by Peter Johanns et al

02-08-2022

Learnings from Federated Learning in the Real world
by Christophe Dupuy et al

02-08-2022

Distribution Regression with Sliced Wasserstein Kernels
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02-10-2022

Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction
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02-10-2022

Quantization in Layers Input is Matter
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02-08-2022

Parallel Contests for Crowdsourcing Reviews: Existence and Quality of Equilibria
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02-09-2022

Reducing Redundancy in the Bottleneck Representation of the Autoencoders
by Firas Laakom et al

02-10-2022

Graph Neural Network for Local Corruption Recovery
by Bingxin Zhou et al

02-11-2022

Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system
by Haoyang Cao et al

02-10-2022

Determination the Solution of a Stochastic Parabolic Equation by the Terminal Value
by Fangfang Dou et al

02-10-2022

Instance-wise algorithm configuration with graph neural networks
by Romeo Valentin et al

02-08-2022

On the Pitfalls of Using the Residual Error as Anomaly Score
by Felix Meissen et al

02-09-2022

Log-based Anomaly Detection with Deep Learning: How Far Are We?
by Van Hoang Le et al

02-08-2022

If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components
by Boyue Caroline Hu et al

02-08-2022

Covariate-informed Representation Learning with Samplewise Optimal Identifiable Variational Autoencoders
by Young-geun Kim et al

02-10-2022

Towards Assessing and Characterizing the Semantic Robustness of Face Recognition
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02-08-2022

Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space
by Yaohua Wang et al

02-09-2022

A note on the conservation properties of the generalized-αα method
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02-08-2022

Orthogonal Matrices for MBAT Vector Symbolic Architectures, and a Soft VSA Representation for JSON
by Stephen I. Gallant

02-09-2022

Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
by Jasmin Brandt et al

02-08-2022

NEWSKVQA: Knowledge-Aware News Video Question Answering
by Pranay Gupta et al

02-08-2022

Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning
by Kexue Fu et al

02-09-2022

Optimal Hyperparameters and Structure Setting of Multi-Objective Robust CNN Systems via Generalized Taguchi Method and Objective Vector Norm
by Sheng-Guo Wang et al

02-10-2022

Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations
by Sadaf ul Zuhra et al

02-08-2022

Navigating to Objects in Unseen Environments by Distance Prediction
by Minzhao Zhu et al

02-08-2022

Cascaded Debiasing : Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions
by Bhavya Ghai et al

02-08-2022

Defective incidence coloring of graphs
by Huimin Bi et al

02-08-2022

Self-supervised Contrastive Learning for Volcanic Unrest Detection
by Nikolaos Ioannis Bountos et al

02-08-2022

Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis
by Flora Yu Shen et al

02-08-2022

Covert backscatter communication with directional MIMO
by Roberto Di Candia et al

02-10-2022

AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks
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02-08-2022

A Unified Prediction Framework for Signal Maps
by Emmanouil Alimpertis et al

02-08-2022

Calibrated Learning to Defer with One-vs-All Classifiers
by Rajeev Verma et al

02-08-2022

Binary Neural Networks as a general-propose compute paradigm for on-device computer vision
by Guhong Nie et al

02-08-2022

Fourier Representations for Black-Box Optimization over Categorical Variables
by Hamid Dadkhahi et al

02-09-2022

Optimising hadronic collider simulations using amplitude neural networks
by Ryan Moodie

02-08-2022

Age of Information in the Presence of an Adversary
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02-10-2022

On characterizations of learnability with computable learners
by Tom F. Sterkenburg

02-10-2022

Monotone Learning
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02-08-2022

Network Comparison Study of Deep Activation Feature Discriminability with Novel Objects
by Michael Karnes et al

02-10-2022

Consistency and Diversity induced Human Motion Segmentation
by Tao Zhou et al

02-10-2022

Controlling the Complexity and Lipschitz Constant improves polynomial nets
by Zhenyu Zhu et al

02-08-2022

GraphDCA -- a Framework for Node Distribution Comparison in Real and Synthetic Graphs
by Ciwan Ceylan et al

02-09-2022

Shortest Paths without a Map, but with an Entropic Regularizer
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02-10-2022

Towards Predicting Fine Finger Motions from Ultrasound Images via Kinematic Representation
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02-08-2022

Enabling Imitation-Based Cooperation in Dynamic Social Networks
by Jacques Bara et al

02-09-2022

Adjoint-aided inference of Gaussian process driven differential equations
by Paterne Gahungu et al

02-10-2022

Fair allocation of a multiset of indivisible items
by Pranay Gorantla et al

02-09-2022

Model Architecture Adaption for Bayesian Neural Networks
by Duo Wang et al

02-09-2022

Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
by Xin Liu et al

02-08-2022

Edge-based fever screening system over private 5G
by Murugan Sankaradas et al

02-09-2022

Lightweight Jet Reconstruction and Identification as an Object Detection Task
by Adrian Alan Pol et al

02-08-2022

Accelerometer-based Bed Occupancy Detection for Automatic, Non-invasive Long-term Cough Monitoring
by Madhurananda Pahar et al

02-08-2022

Robustness Verification for Attention Networks using Mixed Integer Programming
by Hsuan-Cheng Liao et al

02-08-2022

PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX
by Guangyao Zhou et al

02-10-2022

Characterizing, Detecting, and Predicting Online Ban Evasion
by Manoj Niverthi et al

02-10-2022

Unaligned but Safe -- Formally Compensating Performance Limitations for Imprecise 2D Object Detection
by Tobias Schuster et al

02-09-2022

False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger
by Muhammad Umer et al

02-08-2022

BIQ2021: A Large-Scale Blind Image Quality Assessment Database
by Nisar Ahmed et al

02-08-2022

Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence
by Dongsheng Ding et al

02-09-2022

Cartesian Tree Subsequence Matching
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02-10-2022

Sound masking degrades perception of self-location during stepping: A case for sound-transparent spacesuits for Mars
by Jose Berengueres et al

02-11-2022

A Modern Self-Referential Weight Matrix That Learns to Modify Itself
by Kazuki Irie et al

02-08-2022

Colouring the sculpture through corresponding area from 2D to 3D with augmented reality
by Yaozhong Zhang

02-08-2022

A Data-Driven Approach to Robust Hypothesis Testing Using Sinkhorn Uncertainty Sets
by Jie Wang et al

02-10-2022

Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation
by Weiming Liu et al

02-08-2022

An Improved Analysis of Gradient Tracking for Decentralized Machine Learning
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02-10-2022

Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning
by A. Feder Cooper et al

02-10-2022

Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction
by Chi Zhang et al

02-11-2022

A Wasserstein GAN for Joint Learning of Inpainting and its Spatial Optimisation
by Pascal Peter

02-09-2022

Constant Approximating Parameterized kk-SetCover is W[2]-hard
by Bingkai Lin et al

02-10-2022

A Survey on Programmatic Weak Supervision
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02-10-2022

Minimax Regret Optimization for Robust Machine Learning under Distribution Shift
by Alekh Agarwal et al

02-09-2022

Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
by Tao Yu et al

02-10-2022

DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI
by Soumick Chatterjee et al

02-09-2022

Royalflush Speaker Diarization System for ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge
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White-Box Attacks on Hate-speech BERT Classifiers in German with Explicit and Implicit Character Level Defense
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PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition
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FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation
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A Note on the Misinterpretation of the US Census Re-identification Attack
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Time-Frequency Mask Aware Bi-directional LSTM: A Deep Learning Approach for Underwater Acoustic Signal Separation
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Eliminating Sandwich Attacks with the Help of Game Theory
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The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance
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Understanding Curriculum Learning in Policy Optimization for Solving Combinatorial Optimization Problems
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Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
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IoTMonitor: A Hidden Markov Model-based Security System to Identify Crucial Attack Nodes in Trigger-action IoT Platforms
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Hardness Results for Laplacians of Simplicial Complexes via Sparse-Linear Equation Complete Gadgets
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Fast and Robust Sparsity Learning over Networks: A Decentralized Surrogate Median Regression Approach
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A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing
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Auditory Model based Phase-Aware Bayesian Spectral Amplitude Estimator for Single-Channel Speech Enhancement
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Optimal Clustering with Bandit Feedback
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Posterior Consistency for Bayesian Relevance Vector Machines
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Audio Matters Too: How Audial Avatar Customization Enhances Visual Avatar Customization
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Factored World Models for Zero-Shot Generalization in Robotic Manipulation
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The no-free-lunch theorems of supervised learning
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Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization
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A VM/Containerized Approach for Scaling TinyML Applications
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CyberOps: Situational Awareness in Cybersecurity Operations
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A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids
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From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach
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Inferring Strategies from Observations in Long Iterated Prisoners Dilemma Experiments
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Privacy-preserving Generative Framework Against Membership Inference Attacks
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Perfect Matchings and Quantum Physics: Progress on Krenns Conjecture
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Why just FRET when you can Refactor? Retuning FRETISH Requirements
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Predicting Fuel Consumption in Power Generation Plants using Machine Learning and Neural Networks
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On the Identity Problem for Unitriangular Matrices of Dimension Four
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Effective classification of ecg signals using enhanced convolutional neural network in iot
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Concurrent Training of a Control Policy and a State Estimator for Dynamic and Robust Legged Locomotion
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Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation
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Task Modifiers for HTN Planning and Acting
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Privacy Concerns Raised by Pervasive User Data Collection From Cyberspace and Their Countermeasures
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Application of the Affinity Propagation Clustering Technique to obtain traffic accident clusters at macro, meso, and micro levels
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Neural Architecture Search for Energy Efficient Always-on Audio Models
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Time-varying harmonic models for voice signal analysis
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Analyzing Medical Data with Process Mining: a COVID-19 Case Study
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Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature
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Spoiler Susceptibility in Multi-District Party Elections
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The Soft Compiler: A Web-Based Tool for the Design of Modular Pneumatic Circuits for Soft Robots
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Very Pwnable Network: Cisco AnyConnect Security Analysis
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Scale-free Unconstrained Online Learning for Curved Losses
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A Scalable Database for the Storage of Object-Centric Event Logs
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A Deep Learning Approach for Digital ColorReconstruction of Lenticular Films
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The Risks, Benefits, and Consequences of Prepublication Moderation: Evidence from 17 Wikipedia Language Editions
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FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling
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Indy Autonomous Challenge -- Autonomous Race Cars at the Handling Limits
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NIMSA: Non-Interactive Multihoming Security Authentication Scheme for vehicular communications in Mobile Heterogeneous Networks
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Soft Robots Learn to Crawl: Jointly Optimizing Design and Control with Sim-to-Real Transfer
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IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search
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The HaMSE Ontology: Using Semantic Technologies to support Music Representation Interoperability and Musicological Analysis
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Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities
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Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study
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Security of EV-Charging Protocols
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Outside Looking In: Approaches to Content Moderation in End-to-End Encrypted Systems
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Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods
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Proving Non-Termination and Lower Runtime Bounds with LoAT (System Description)
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Ontology-based Attack Graph Enrichment
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Constructing and Analyzing the LSM Compaction Design Space
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Strong core and Pareto-optimal solutions for the multiple partners matching problem under lexicographic preferences
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02-09-2022

New hard benchmark functions for global optimization
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02-10-2022

Reliabuild: Searching for High-Fidelity Builds Using Active Learning
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02-09-2022

Using 5G in Smart Cities: A Systematic Mapping Study
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ARIBA: Towards Accurate and Robust Identification of Backdoor Attacks in Federated Learning
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Challenges towards Building an effective Cyber Security Operations Centre
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A.I. and Data-Driven Mobility at Volkswagen Financial Services AG
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Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria
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Topological Authentication Technique In Topologically Asymmetric Cryptosystem
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02-08-2022

A general framework for quantifying uncertainty at scale and its application to fusion research
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Positive-Unlabeled Domain Adaptation
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A Field of Experts Prior for Adapting Neural Networks at Test Time
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Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition
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Efficient Kernel UCB for Contextual Bandits
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A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability
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CAU_KU teams submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking
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A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers
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02-08-2022

VC-density and abstract cell decomposition for edge relation in graphs of bounded twin-width
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02-08-2022

PACSan: Enforcing Memory Safety Based on ARM PA
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02-08-2022

Design of Flexible Meander Line Antenna for Healthcare for Wireless Medical Body Area Networks
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02-10-2022

Invariance Principle Meets Out-of-Distribution Generalization on Graphs
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02-08-2022

Physical Zero-knowledge Proofs for Flow Free, Hamiltonian Cycles, and Many-to-many k-disjoint Covering Paths
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Spatial active noise control based on individual kernel interpolation of primary and secondary sound fields
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02-10-2022

HNF-Netv2 for Brain Tumor Segmentation using multi-modal MR Imaging
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02-08-2022

Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs
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Nonprehensile Manipulation of a Stick Using Impulsive Forces
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Impact of Network Centrality and Income on Slowing Infection Spread after Outbreaks
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A Python Tool for Object-Centric Process Mining Comparison
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Collaborative analysis of genomic data: vision and challenges
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Intelligent Resource Allocations for IRS-Assisted OFDM Communications: A Hybrid MDQN-DDPG Approach
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Recovering Stochastic Dynamics via Gaussian Schr\odinger Bridges
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Audio-Based Deep Learning Frameworks for Detecting COVID-19
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02-10-2022

Checking Continuous Stochastic Logic against Quantum Continuous-Time Markov Chains
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02-11-2022

NEAT: A Label Noise-resistant Complementary Item Recommender System with Trustworthy Evaluation
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Inflated Bendable Eversion Cantilever Mechanism with Inner Skeleton for Increased Payload Holding
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GenAD: General Representations of Multivariate Time Seriesfor Anomaly Detection
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02-09-2022

HW/SW Co-design for Reliable In-memory Brain-inspired Hyperdimensional Computing
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02-11-2022

Insertion Time of Random Walk Cuckoo Hashing below the Peeling Threshold
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02-08-2022

Assessing the alignment between the information needs of developers and the documentation of programming languages: A case study on Rust
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02-08-2022

Extended Object Tracking in Curvilinear Road Coordinates for Autonomous Driving
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02-08-2022

Rethinking Graph Convolutional Networks in Knowledge Graph Completion
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NALABS: Detecting Bad Smells in Natural Language Requirements and Test Specifications
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A Multi-task Learning Framework for Product Ranking with BERT
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02-10-2022

An Initial Description of Capabilities and Constraints for a Computational Auditory System (an Artificial Ear) for Cognitive Architectures
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02-09-2022

Weighted Connected Matchings
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02-11-2022

Non-Stop & Non-Breakable Code Review Services in a Distributed System: Detecting Issues in Real Time
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02-09-2022

Providing Real-time Assistance for Repairing Runtime Exceptions using Stack Overflow Posts
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A Circle Grid-based Approach for Obstacle Avoidance Motion Planning of Unmanned Surface Vehicles
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Software Architecture for Quantum Computing Systems-A Systematic Review
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02-09-2022

Improving Content-Aware Video Streaming in Congested Networks with In-Network Computing
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02-08-2022

A Survey on Sematic Communications for Intelligent Wireless Networks
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02-09-2022

Terrain parameter estimation from proprioceptive sensing of the suspension dynamics in offroad vehicles
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02-10-2022

Leveraging Multi-Connectivity for Multicast Video Streaming
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02-09-2022

STEC-IoT: A Security Tactic by Virtualizing Edge Computing on IoT
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02-08-2022

A Decision Support Design Framework for Selecting a Robotic Interface
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02-11-2022

Notes on switching lemmas
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02-09-2022

Co-WIN: Really Winning? Analysing Inequity in Indias Vaccination Response
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02-10-2022

Work-from-home and its implication for project management, resilience and innovation -- a global survey on software companies
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02-08-2022

A Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning for Hearing-Assistive Technologies
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02-08-2022

SPIDER: Specification-based Integration Defect Revealer
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02-08-2022

Minimum-Time Quadrotor Waypoint Flight in Cluttered Environments
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02-09-2022

A Multi-Task Recurrent Neural Network for End-to-End Dynamic Occupancy Grid Mapping
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02-11-2022

The Factorial-Basis Method for Finding Definite-Sum Solutions of Linear Recurrences With Polynomial Coefficients
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02-09-2022

Efficient Construction of Reversible Transducers from Regular Transducer Expressions
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02-08-2022

Joint position and trajectory optimization of flying base station in 5G cellular networks, based on users current and predicted location
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02-11-2022

GitHub Sponsors: Exploring a New Way to Contribute to Open Source
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02-09-2022

Scale Estimation with Dual Quadrics for Monocular Object SLAM
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02-11-2022

Visualising Multiplayer Game Spaces
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02-11-2022

Torque Computation with the Isogeometric Mortar Method for the Simulation of Electric Machines
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02-10-2022

Study of COVID-19 epidemiological evolution in India with a multi-wave SIR model
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02-10-2022

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation
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02-11-2022

Collaborative Dispersion by Silent Robots
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02-10-2022

Formalized functional analysis with semilinear maps
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02-11-2022

Designing a Social Media Analytics Dashboard for Government Agency Crisis Communications
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02-11-2022

Lightning: Scaling the GPU Programming Model Beyond a Single GPU
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02-09-2022

Impact of Device Thermal Performance on 5G mmWave Communication Systems
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02-11-2022

Kevin: de Brujin-based topology with demand-aware links and greedy routing
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02-11-2022

CAP-VMs: Capability-Based Isolation and Sharing for Microservices
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02-09-2022

Allocation of Indivisible Items with Individual Preference Graphs
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02-08-2022

Group Fairness Is Not Derivable From Justice: a Mathematical Proof
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02-08-2022

Targeted Trojan-Horse Attacks on Language-based Image Retrieval
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02-11-2022

Global Optimization of Data Pipelines in Heterogeneous Cloud Environments
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02-10-2022

PSACCF: Prioritized Online Slice Admission Control Considering Fairness in 5G/B5G Networks
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02-10-2022

Single-channel speech enhancement by using psychoacoustical model inspired fusion framework
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02-11-2022

Answer Set Planning: A Survey
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02-10-2022

Discovering plasticity models without stress data
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02-11-2022

STEP: State Estimator for Legged Robots Using a Preintegrated foot Velocity Factor
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02-10-2022

Forward Build Systems, Formally
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02-11-2022

Inference with System W Satisfies Syntax Splitting
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02-11-2022

Overhead Image Factors for Underwater Sonar-based SLAM
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02-11-2022

Self-Sovereign Personal Cryptocurrencies: Foundations for Grassroots Cryptoeconomy
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02-09-2022

Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on the Google Play Store
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02-11-2022

Dandelion: Certified Approximations of Elementary Functions
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02-10-2022

IEC Flickermeter Measurement Results for Distorted Modulating Signal while Supplied with Distorted Voltage
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02-10-2022

Characterization of matrices with bounded Graver bases and depth parameters and applications to integer programming
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02-08-2022

Stein Particle Filter for Nonlinear, Non-Gaussian State Estimation
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02-09-2022

Telegram Monitor: Monitoring Brazilian Political Groups and Channels on Telegram
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02-08-2022

Data-Driven Chance Constrained Control using Kernel Distribution Embeddings
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02-10-2022

Decomposition Problem in Process of Selective Identification and Localization of Voltage Fluctuations Sources in Power Grids
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02-11-2022

Parametrized motion planning and topological complexity
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02-11-2022

A Tight (32+ϵ)(32+ϵ)-Approximation for Unsplittable Capacitated Vehicle Routing on Trees
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02-11-2022

Black-box Identity Testing of Noncommutative Rational Formulas of Inversion Height Two in Deterministic Quasipolynomial-time
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02-08-2022

K-ST: A Formal Executable Semantics of PLC Structured Text Language
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02-09-2022

Optimal Congestion Control for Time-varying Wireless Links
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02-11-2022

On the computation of Gr\obner bases for pluriweighted-homogeneous systems
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02-09-2022

Temporal Logic Guided Motion Primitives for Complex Manipulation Tasks with User Preferences
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02-10-2022

Spork: Structured Merge for Java with Formatting Preservation
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02-09-2022

MapiFi: Using Wi-Fi Signals to Map Home Devices
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02-09-2022

Counting Kernels in Directed Graphs with Arbitrary Orientations
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02-09-2022

Supporting Developers in Vulnerability Detection during Code Review: Mental Attitude and Security Checklists
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02-11-2022

The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems
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02-08-2022

ns-3 and 5G-LENA extensions to support MIMO
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02-11-2022

Minimality Notions via Factorization Systems and Examples
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02-11-2022

A Quick Repair Facility for Debugging
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02-08-2022

Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks
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02-10-2022

Cyclops: Open Platform for Scale Truck Platooning
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02-11-2022

Improved bounds for randomly colouring simple hypergraphs
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02-11-2022

MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control
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02-11-2022

An inductive-recursive universe generic for small families
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02-08-2022

Hearing Loss, Cognitive Load and Dementia: An Overview of Interrelation, Detection and Monitoring Challenges with Wearable Non-invasive Microwave Sensors
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Craig Smith