2021.4.5 Learning papers

03-31-2021	StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery by Or Patashnik et al
03-30-2021	Using Artificial Intelligence to Shed Light on the Star of Biscuits: The Jaffa Cake by H. F. Stevance
04-01-2021	NeRF-VAE: A Geometry Aware 3D Scene Generative Model by Adam R. Kosiorek et al
03-30-2021	Text Classification Using Hybrid Machine Learning Algorithms on Big Data by D. C. Asogwa et al
04-01-2021	Towards General Purpose Vision Systems by Tanmay Gupta et al
04-01-2021	Unconstrained Scene Generation with Locally Conditioned Radiance Fields by Terrance DeVries et al
03-31-2021	Why is AI hard and Physics simple? by Daniel A. Roberts
04-01-2021	Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis by Ajay Jain et al
03-31-2021	Learning Generalizable Robotic Reward Functions from In-The-Wild Human Videos by Annie S. Chen et al
03-31-2021	On the Origin of Species of Self-Supervised Learning by Samuel Albanie et al
03-31-2021	Trusted Artificial Intelligence: Towards Certification of Machine Learning Applications by Philip Matthias Winter et al
03-30-2021	Put Chatbot into Its Interlocutors Shoes: New Framework to Learn Chatbot Responding with Intention by Hsuan Su et al
03-30-2021	Unsupervised Learning of 3D Object Categories from Videos in the Wild by Philipp Henzler et al
03-30-2021	Learning monocular 3D reconstruction of articulated categories from motion by Filippos Kokkinos et al
04-01-2021	LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions by Oğuz Kaan Yüksel et al
03-30-2021	End-to-End Constrained Optimization Learning: A Survey by James Kotary et al
03-31-2021	Analysis on Image Set Visual Question Answering by Abhinav Khattar et al
03-31-2021	CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields by Michael Niemeyer et al
04-02-2021	Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation by Karl Stelzner et al
03-31-2021	Rainbow Memory: Continual Learning with a Memory of Diverse Samples by Jihwan Bang et al
04-01-2021	Many-to-English Machine Translation Tools, Data, and Pretrained Models by Thamme Gowda et al
03-31-2021	Training robust deep learning models for medical imaging tasks with spectral decoupling by Joona Pohjonen et al
03-30-2021	Charged particle tracking via edge-classifying interaction networks by Gage DeZoort et al
04-01-2021	Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study by Zhiqiang Shen et al
04-01-2021	Avalanche: an End-to-End Library for Continual Learning by Vincenzo Lomonaco et al
04-01-2021	Speech Resynthesis from Discrete Disentangled Self-Supervised Representations by Adam Polyak et al
03-31-2021	Video Exploration via Video-Specific Autoencoders by Kevin Wang et al
03-30-2021	Symbolic Music Generation with Diffusion Models by Gautam Mittal et al
03-31-2021	An Investigation of Critical Issues in Bias Mitigation Techniques by Robik Shrestha et al
04-01-2021	Text to Image Generation with Semantic-Spatial Aware GAN by Wentong Liao et al
03-30-2021	Attention, please! A survey of Neural Attention Models in Deep Learning by Alana de Santana Correia et al
03-31-2021	Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning by Edward Hill et al
04-01-2021	A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification by Jong-Chyi Su et al
03-31-2021	Quantum Optimization for Training Quantum Neural Networks by Yidong Liao et al
03-30-2021	Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification by Alexis Perakis et al
04-01-2021	Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits by Hojung Lee et al
03-30-2021	Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning by Zhenfang Chen et al
04-01-2021	A Survey on Semi-parametric Machine Learning Technique for Time Series Forecasting by Khwaja Mutahir Ahmad et al
04-01-2021	Deep Multi-Resolution Dictionary Learning for Histopathology Image Analysis by Nima Hatami et al
04-01-2021	SimPoE: Simulated Character Control for 3D Human Pose Estimation by Ye Yuan et al
04-01-2021	Multiview Pseudo-Labeling for Semi-supervised Learning from Video by Bo Xiong et al
03-31-2021	Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks by Kajetan Grodecki et al
04-01-2021	Low-Resource Neural Machine Translation for South-Eastern African Languages by Evander Nyoni et al
04-01-2021	MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking by Jennifer Jang et al
03-31-2021	Hierarchical Road Topology Learning for Urban Map-less Driving by Li Zhang et al
04-01-2021	Touch-based Curiosity for Sparse-Reward Tasks by Sai Rajeswar et al
03-30-2021	Model-Contrastive Federated Learning by Qinbin Li et al
03-31-2021	NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization by Tien-Ju Yang et al
04-01-2021	Model Selections Disparate Impact in Real-World Deep Learning Applications by Jessica Zosa Forde et al
04-01-2021	Learning Deep Latent Subspaces for Image Denoising by Yunhao Yang et al
04-02-2021	Assem-VC: Realistic Voice Conversion by Assembling Modern Speech Synthesis Techniques by Kang-wook Kim et al
03-31-2021	Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support by Wojciech Ozga et al
03-30-2021	SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation by Xuning Shao et al
04-01-2021	Domain Invariant Adversarial Learning by Matan Levi et al
04-01-2021	Sampling and Filtering of Neural Machine Translation Distillation Data by Vilém Zouhar
03-31-2021	Embedded Self-Distillation in Compact Multi-Branch Ensemble Network for Remote Sensing Scene Classification by Qi Zhao et al
03-31-2021	Unpaired Single-Image Depth Synthesis with cycle-consistent Wasserstein GANs by Christoph Angermann et al
03-31-2021	Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation by Aviral Joshi et al
03-31-2021	Smartphone Camera Oximetry in an Induced Hypoxemia Study by Jason S. Hoffman et al
03-30-2021	A probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra by Nathan J. Szymanski et al
03-31-2021	OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection by Saad Abbasi et al
03-31-2021	Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition by Timo Lohrenz et al
03-30-2021	Locally-Contextual Nonlinear CRFs for Sequence Labeling by Harshil Shah et al
03-30-2021	The Elastic Lottery Ticket Hypothesis by Xiaohan Chen et al
03-31-2021	Learning with Memory-based Virtual Classes for Deep Metric Learning by Byungsoo Ko et al
04-01-2021	Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features by Ashkan Khakzar et al
04-01-2021	How Are Learned Perception-Based Controllers Impacted by the Limits of Robust Control? by Jingxi Xu et al
03-30-2021	Extending Neural P-frame Codecs for B-frame Coding by Reza Pourreza et al
03-30-2021	Quantifying the Scanner-Induced Domain Gap in Mitosis Detection by Marc Aubreville et al
03-31-2021	Leveraging Neural Machine Translation for Word Alignment by Vilém Zouhar et al
03-30-2021	AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation by Imke van Heerden et al
04-01-2021	Detecting over/under-translation errors for determining adequacy in human translations by Prabhakar Gupta et al
03-30-2021	Robustness Certification for Point Cloud Models by Tobias Lorenz et al
04-01-2021	Towards Evaluating and Training Verifiably Robust Neural Networks by Zhaoyang Lyu et al
03-31-2021	Joint Khmer Word Segmentation and Part-of-Speech Tagging Using Deep Learning by Rina Buoy et al
04-02-2021	Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions by Linjian Ma et al
04-01-2021	Federated Few-Shot Learning with Adversarial Learning by Chenyou Fan et al
04-01-2021	Partition-Guided GANs by Mohammadreza Armandpour et al
04-02-2021	Hybrid and Generalized Bayesian Cram\{e}r-Rao Inequalities via Information Geometry by Kumar Vijay Mishra et al
03-31-2021	Classification of Hematoma: Joint Learning of Semantic Segmentation and Classification by Hokuto Hirano et al
03-30-2021	CloneBot: Personalized Dialogue-Response Predictions by Tyler Weitzman et al
03-31-2021	Spectral Unions of Partial Deformable 3D Shapes by Luca Moschella et al
04-02-2021	Skillful Precipitation Nowcasting using Deep Generative Models of Radar by Suman Ravuri et al
03-30-2021	Exploiting Invariance in Training Deep Neural Networks by Chengxi Ye et al
03-31-2021	RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning by Tong Wu et al
04-01-2021	SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification by Tanmay Chakraborty et al
04-01-2021	A Combined Deep Learning based End-to-End Video Coding Architecture for YUV Color Space by Ankitesh K. Singh et al
04-01-2021	A proof of convergence for stochastic gradient descent in the training of artificial neural networks with ReLU activation for constant target functions by Arnulf Jentzen et al
03-30-2021	Distribution Alignment: A Unified Framework for Long-tail Visual Recognition by Songyang Zhang et al
03-31-2021	Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning by Mohamed Sana et al
04-01-2021	quantum Case-Based Reasoning (qCBR) by Parfait Atchade-Adelomou et al
03-30-2021	Differentiable Network Adaption with Elastic Search Space by Shaopeng Guo et al
04-01-2021	LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents by ByeoungDo Kim et al
03-30-2021	Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion by Vitor Guizilini et al
03-31-2021	Identifying Co-Adaptation of Algorithmic and Implementational Innovations in Deep Reinforcement Learning: A Taxonomy and Case Study of Inference-based Algorithms by Hiroki Furuta et al
03-30-2021	Assessing the Role of Random Forests in Medical Image Segmentation by Dennis Hartmann et al
03-30-2021	DER: Dynamically Expandable Representation for Class Incremental Learning by Shipeng Yan et al
03-30-2021	Pre-training strategies and datasets for facial representation learning by Adrian Bulat et al
03-31-2021	Analysis and modeling to forecast in time series: a systematic review by Fatoumata Dama et al
04-02-2021	Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey by Thomas Rojat et al
03-31-2021	Towards Prior-Free Approximately Truthful One-Shot Auction Learning via Differential Privacy by Daniel Reusche et al
04-01-2021	Learning with Neural Tangent Kernels in Near Input Sparsity Time by Amir Zandieh
04-01-2021	Model Selection for Time Series Forecasting: Empirical Analysis of Different Estimators by Vitor Cerqueira et al
04-02-2021	Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L) by Igor Halperin
03-30-2021	Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning by Csaba Kertész
04-02-2021	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training by Wei-Ning Hsu et al
03-31-2021	Channel-Based Attention for LCC Using Sentinel-2 Time Series by Hermann Courteille et al
03-31-2021	Efficient Large-Scale Face Clustering Using an Online Mixture of Gaussians by David Montero et al
03-31-2021	Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation by Amrutha Saseendran et al
03-31-2021	GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection by Abhinav Kumar et al
03-30-2021	Deep Learning and Machine Vision for Food Processing: A Survey by Lili Zhu et al
03-30-2021	SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification by Zijian Hu et al
03-30-2021	Grounding Open-Domain Instructions to Automate Web Support Tasks by Nancy Xu et al
04-01-2021	No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks by Shyamgopal Karthik et al
03-31-2021	DEALIO: Data-Efficient Adversarial Learning for Imitation from Observation by Faraz Torabi et al
04-01-2021	Confidence Calibration for Domain Generalization under Covariate Shift by Yunye Gong et al
03-30-2021	EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models by Omar Shaikh et al
03-30-2021	Learning Robust Feedback Policies from Demonstrations by Abed AlRahman Al Makdah et al
04-01-2021	Storchastic: A Framework for General Stochastic Automatic Differentiation by Emile van Krieken et al
03-31-2021	Trajectory Tracking of Underactuated Sea Vessels With Uncertain Dynamics: An Integral Reinforcement Learning Approach by Mohammed Abouheaf et al
04-02-2021	Assessment of machine learning methods for state-to-state approaches by Lorenzo Campoli et al
03-30-2021	Data-Driven Optimization for Police Zone Design by Shixiang Zhu et al
03-30-2021	Parameterized Hypercomplex Graph Neural Networks for Graph Classification by Tuan Le et al
04-02-2021	Efficacy of Bayesian Neural Networks in Active Learning by Vineeth Rakesh et al
03-31-2021	Neural Response Interpretation through the Lens of Critical Pathways by Ashkan Khakzar et al
04-02-2021	Developing a New Autism Diagnosis Process Based on a Hybrid Deep Learning Architecture Through Analyzing Home Videos by Spencer He et al
04-01-2021	DiffAqua: A Differentiable Computational Design Pipeline for Soft Underwater Swimmers with Shape Interpolation by Pingchuan Ma et al
03-31-2021	Bit-Mixer: Mixed-precision networks with runtime bit-width selection by Adrian Bulat et al
04-01-2021	Machine Learning Applications to Kronian Magnetospheric Reconnection Classification by Tadhg M. Garton et al
03-31-2021	Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections by Zhenzhang Ye et al
04-01-2021	Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation by Saahil Jain et al
03-31-2021	Reliable Detection of Compressed and Encrypted Data by Fabio De Gaspari et al
03-30-2021	Adversarially learned iterative reconstruction for imaging inverse problems by Subhadip Mukherjee et al
04-01-2021	Drug Discovery Approaches using Quantum Machine Learning by Junde Li et al
03-30-2021	FONTNET: On-Device Font Understanding and Prediction Pipeline by Rakshith S et al
03-30-2021	PointBA: Towards Backdoor Attacks in 3D Point Cloud by Xinke Li et al
03-30-2021	Benchmarks for Deep Off-Policy Evaluation by Justin Fu et al
04-01-2021	Reservoir-Based Distributed Machine Learning for Edge Operation by Silvija Kokalj-Filipovic et al

04-01-2021	ProcessTransformer: Predictive Business Process Monitoring with Transformer Network by Zaharah A. Bukhsh et al
03-31-2021	Topic Scaling: A Joint Document Scaling -- Topic Model Approach To Learn Time-Specific Topics by Sami Diaf et al
03-31-2021	Fast Certified Robust Training via Better Initialization and Shorter Warmup by Zhouxing Shi et al
04-02-2021	Defending Against Image Corruptions Through Adversarial Augmentations by Dan A. Calian et al
04-01-2021	Multitarget Tracking with Transformers by Juliano Pinto et al
04-01-2021	BRepNet: A topological message passing system for solid models by Joseph G. Lambourne et al
03-31-2021	Optimizer Fusion: Efficient Training with Better Locality and Parallelism by Zixuan Jiang et al
03-31-2021	CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data by Mani Sotoodeh et al
03-30-2021	Towards understanding the power of quantum kernels in the NISQ era by Xinbiao Wang et al
03-31-2021	Using activation histograms to bound the number of affine regions in ReLU feed-forward neural networks by Peter Hinz et al
03-31-2021	Linear systems with neural network nonlinearities: Improved stability analysis via acausal Zames-Falb multipliers by Patricia Pauli et al
04-01-2021	Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication by André F. T. Martins
04-01-2021	Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD by A Vinay et al
04-02-2021	A Comparison of Similarity Based Instance Selection Methods for Cross Project Defect Prediction by Seyedrebvar Hosseini et al
04-01-2021	Fast DCTTS: Efficient Deep Convolutional Text-to-Speech by Minsu Kang et al
04-01-2021	Constrained non-negative matrix factorization enabling real-time insights of in situin situ and high-throughput experiments by Phillip M. Maffettone et al
04-02-2021	Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics by Arkopal Dutt et al
03-31-2021	Universal Prediction Band via Semi-Definite Programming by Tengyuan Liang
03-30-2021	Human Activity Analysis and Recognition from Smartphones using Machine Learning Techniques by Jakaria Rabbi et al
03-31-2021	Robust Experimentation in the Continuous Time Bandit Problem by Farzad Pourbabaee
04-01-2021	Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features by Florian Pargent et al
03-31-2021	OLIVAW: Mastering Othello with neither Humans nor a Penny by Antonio Norelli et al
03-30-2021	HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images by Saverio Vadacchino et al
04-02-2021	How Powerful are Performance Predictors in Neural Architecture Search? by Colin White et al
04-02-2021	Effect of depth order on iterative nested named entity recognition models by Perceval Wajsburt et al
03-31-2021	High-Dimensional Uncertainty Quantification via Rank- and Sample-Adaptive Tensor Regression by Zichang He et al
03-31-2021	DIVERSE: bayesian Data IntegratiVE learning for precise drug ResponSE prediction by Betül Güvenç Paltun et al
04-01-2021	Confidence Adaptive Anytime Pixel-Level Recognition by Zhuang Liu et al
03-30-2021	Neural Transformation Learning for Deep Anomaly Detection Beyond Images by Chen Qiu et al
03-31-2021	Near field Acoustic Holography on arbitrary shapes using Convolutional Neural Network by Marco Olivieri et al
04-01-2021	fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation by Jakub Wiśniewski et al
03-30-2021	E-GraphSAGE: A Graph Neural Network based Intrusion Detection System by Wai Weng Lo et al
03-31-2021	Federated Learning: A Signal Processing Perspective by Tomer Gafni et al
03-31-2021	Fast Jacobian-Vector Product for Deep Networks by Randall Balestriero et al
03-31-2021	Collaborative Label Correction via Entropy Thresholding by Hao Wu et al
03-30-2021	Automatic Graph Partitioning for Very Large-scale Deep Learning by Masahiro Tanaka et al
04-01-2021	Holdout-Based Fidelity and Privacy Assessment of Mixed-Type Synthetic Data by Michael Platzer et al
03-30-2021	Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone by Sandeep Kumar et al
04-01-2021	GABO: Graph Augmentations with Bi-level Optimization by Heejung W. Chung et al
03-31-2021	Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage by Nils Lüling et al
03-30-2021	Exploring Edge TPU for Network Intrusion Detection in IoT by Seyedehfaezeh Hosseininoorbin et al
04-02-2021	Contrastively Learning Visual Attention as Affordance Cues from Demonstrations for Robotic Grasping by Yantian Zha et al
03-30-2021	Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal by Enrique Fernandez-Blanco et al
04-01-2021	Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic by Jonathan Larson et al
03-31-2021	Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix by Tamer Ölmez et al
04-01-2021	PolyDNN: Polynomial Representation of NN for Communication-less SMPC Inference by Philip Derbeko et al
03-30-2021	Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability by Carmen Jiménez-Mesa et al
03-30-2021	Endo-Depth-and-Motion: Localization and Reconstruction in Endoscopic Videos using Depth Networks and Photometric Constraints by David Recasens et al
04-01-2021	Coalitional strategies for efficient individual prediction explanation by Gabriel Ferrettini et al
04-01-2021	Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks by Hao Peng et al
03-30-2021	Individually Fair Gradient Boosting by Alexander Vargo et al
04-02-2021	Glioma Prognosis: Segmentation of the Tumor and Survival Prediction using Shape, Geometric and Clinical Information by Mobarakol Islam et al
03-30-2021	A New Algorithm for Discrete-Time Parameter Estimation by Yingnan Cui et al
03-30-2021	Nonlinear Weighted Directed Acyclic Graph and A Priori Estimates for Neural Networks by Yuqing Li et al
04-02-2021	Fast Parallel Algorithms for Euclidean Minimum Spanning Tree and Hierarchical Spatial Clustering by Yiqiu Wang et al
04-02-2021	Using Simulation to Aid the Design and Optimization of Intelligent User Interfaces for Quality Assurance Processes in Machine Learning by Yu Zhang et al
04-01-2021	Variational Inference MPC using Tsallis Divergence by Ziyi Wang et al
04-02-2021	Permutation-Invariant Subgraph Discovery by Raghvendra Mall et al
03-31-2021	Convolutional Dynamic Alignment Networks for Interpretable Classifications by Moritz Böhle et al
03-31-2021	Empirically explaining SGD from a line search perspective by Maximus Mutschler et al
04-01-2021	A study on the effects of compression on hyperspectral image classification by Kiran Mantripragada et al
04-01-2021	Physics-informed neural networks for the shallow-water equations on the sphere by Alex Bihlo et al
04-01-2021	High-Dimensional Differentially-Private EM Algorithm: Methods and Near-Optimal Statistical Guarantees by Zhe Zhang et al
03-31-2021	Spatiotemporal Data Mining: A Survey on Challenges and Open Problems by Ali Hamdi et al
03-31-2021	Fitting Elephants by Partha P Mitra
03-31-2021	Positive-Negative Momentum: Manipulating Stochastic Gradient Noise to Improve Generalization by Zeke Xie et al
03-31-2021	Online Learning Probabilistic Event Calculus Theories in Answer Set Programming by Nikos Katzouris et al
04-02-2021	Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks by Blaz Bertalanic et al
04-02-2021	Multi-Class Data Description for Out-of-distribution Detection by Dongha Lee et al
03-30-2021	Model-based clustering of partial records by Emily M. Goren et al
03-31-2021	SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network by Amit Roy et al
04-01-2021	CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN by Giorgio Barnabò et al
03-30-2021	User profile-driven large-scale multi-agent learning from demonstration in federated human-robot collaborative environments by Georgios Th. Papadopoulos et al
04-01-2021	Latent Space Data Assimilation by using Deep Learning by Mathis Peyron et al
03-31-2021	Mobility Functional Areas and COVID-19 Spread by Stefano Maria Iacus et al
03-30-2021	Research of Damped Newton Stochastic Gradient Descent Method for Neural Network Training by Jingcheng Zhou et al
03-30-2021	Optimal Stochastic Nonconvex Optimization with Bandit Feedback by Puning Zhao et al
03-30-2021	A resource-efficient method for repeated HPO and NAS problems by Giovanni Zappella et al
03-30-2021	Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity by Shaocong Ma et al
03-31-2021	Data-Driven Optimized Tracking Control Heuristic for MIMO Structures: A Balance System Case Study by Ning Wang et al
04-01-2021	Optimization Algorithm for Feedback and Feedforward Policies towards Robot Control Robust to Sensing Failures by Taisuke Kobayashi et al
03-31-2021	Achieving Transparency Report Privacy in Linear Time by Chien-Lun Chen et al
03-30-2021	Binarized Neural Networks for Resource-Constrained On-Device Gait Identification by Daniel J. Wu et al
04-02-2021	Hybrid Policy Learning for Energy-Latency Tradeoff in MEC-Assisted VR Video Service by Chong Zheng et al
03-30-2021	Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning by Wilhelm Kirchgässner et al
04-01-2021	Replicate or Relocate? Non-Uniform Access in Parameter Servers by Alexander Renz-Wieland et al
03-30-2021	Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World by Florian Laurent et al
03-30-2021	Variational models for signal processing with Graph Neural Networks by Amitoz Azad et al
04-02-2021	Surfacing Estimation Uncertainty in the Decay Parameters of Hawkes Processes with Exponential Kernels by Tiago Santos et al
04-01-2021	TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness by Zhuolin Yang et al
03-31-2021	Sub-GMN: The Subgraph Matching Network Model by Zixun Lan et al
03-31-2021	VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance by Spyridon Paraschos et al
03-30-2021	cuConv: A CUDA Implementation of Convolution for CNN Inference by Marc Jordà et al
03-31-2021	Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow by Yusuf Nasir et al
03-30-2021	Time-domain Speech Enhancement with Generative Adversarial Learning by Feiyang Xiao et al
03-30-2021	Multilayer Graph Clustering with Optimized Node Embedding by Mireille El Gheche et al
04-02-2021	Blind Exploration and Exploitation of Stochastic Experts by Noyan C. Sevuktekin et al
03-31-2021	Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices by Gonçalo Mordido et al
04-02-2021	Linear Systems can be Hard to Learn by Anastasios Tsiamis et al
03-30-2021	Predicting Landfalls Location and Time of a Tropical Cyclone Using Reanalysis Data by Sandeep Kumar et al
03-31-2021	QUEST: Queue Simulation for Content Moderation at Scale by Rahul Makhijani et al
04-01-2021	Out of a hundred trials, how many errors does your speaker verifier make? by Niko Brümmer et al
03-31-2021	CDiNN -Convex Difference Neural Networks by Parameswaran Sankaranarayanan et al
04-02-2021	Detecting Anomalies Through Contrast in Heterogeneous Data by Debanjan Datta et al
04-01-2021	Keyword Transformer: A Self-Attention Model for Keyword Spotting by Axel Berg et al
03-30-2021	XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning by Yuxin Jiang et al
04-01-2021	Residual Model Learning for Microrobot Control by Joshua Gruenstein et al
03-30-2021	High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB by Sami Alabed et al
04-01-2021	PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN by Daniele Romanini et al
03-31-2021	Neuro-Symbolic Constraint Programming for Structured Prediction by Paolo Dragone et al
03-30-2021	Leveraging a Joint of Phenotypic and Genetic Features on Cancer Patient Subgrouping by David Oniani et al
03-30-2021	Continuous Weight Balancing by Daniel J. Wu et al
04-01-2021	Towards creativity characterization of generative models via group-based subset scanning by Celia Cintas et al
04-02-2021	An Empirical Evaluation of Cost-based Federated SPARQL Query Processing Engines by Umair Qudus et al
04-01-2021	Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space by Akihito Taya et al
04-01-2021	Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications by Kürşat Tekbıyık et al
04-01-2021	Formal Methods for the Informal Engineer: Workshop Recommendations by Gopal Sarma et al
03-30-2021	Statistical inference for individual fairness by Subha Maity et al
03-30-2021	Historical Inertia: An Ignored but Powerful Baseline for Long Sequence Time-series Forecasting by Yue Cui et al
03-30-2021	LemgoRL: An open-source Benchmark Tool to Train Reinforcement Learning Agents for Traffic Signal Control in a real-world simulation scenario by Arthur Müller et al
03-30-2021	Generalized Linear Tree Space Nearest Neighbor by Michael Kim
03-30-2021	Product Inspection Methodology via Deep Learning: An Overview by Tae-Hyun Kim et al
04-01-2021	Distributed support-vector-machine over dynamic balanced directed networks by Mohammadreza Doostmohammadian et al
03-30-2021	Geometry of Program Synthesis by James Clift et al
03-30-2021	iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression by Shifeng Zhang et al
03-31-2021	Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces by Mehdi Naderi Soorki et al
04-01-2021	Pinpointing the Memory Behaviors of DNN Training by Jiansong Li et al
04-02-2021	Learning Online from Corrective Feedback: A Meta-Algorithm for Robotics by Matthew Schmittle et al
03-30-2021	Wave based damage detection in solid structures using artificial neural networks by Frank Wuttke et al
03-30-2021	Multi-Source Causal Inference Using Control Variates by Wenshuo Guo et al
04-01-2021	Learning Rates for Multi-task Regularization Networks by Jie Gui et al
03-30-2021	Conditional Meta-Learning of Linear Representations by Giulia Denevi et al
03-30-2021	Structured Inverted-File k-Means Clustering for High-Dimensional Sparse Data by Kazuo Aoyama et al
04-01-2021	Collision-Aware Target-Driven Object Grasping in Constrained Environments by Xibai Lou et al
04-01-2021	On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI by Francesco Pase et al
03-30-2021	Local Collaborative Autoencoders by Minjin Choi et al
03-30-2021	Session-aware Linear Item-Item Models for Session-based Recommendation by Minijn Choi et al
04-02-2021	White paper: The Helix Pathogenicity Prediction Platform by Bas Vroling et al
04-01-2021	Bayesian Graph Convolutional Network for Traffic Prediction by Jun Fu et al
03-30-2021	A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study by Matti Huotari et al
03-30-2021	Enabling Homomorphically Encrypted Inference for Large DNN Models by Guillermo Lloret-Talavera et al
04-02-2021	Bayesian Structural Learning for an Improved Diagnosis of Cyber-Physical Systems by Nicolas Olivain et al
03-31-2021	Dynamic imaging and characterization of volatile aerosols in e-cigarette emissions using deep learning-based holographic microscopy by Yi Luo et al
03-30-2021	Trees, Forests, Chickens, and Eggs: When and Why to Prune Trees in a Random Forest by Siyu Zhou et al
03-31-2021	Transfer Learning for Node Regression Applied to Spreading Prediction by Sebastian Mežnar et al
04-01-2021	Using Python for Model Inference in Deep Learning by Zachary DeVito et al
03-30-2021	Graph Intention Network for Click-through Rate Prediction in Sponsored Search by Feng Li et al
03-31-2021	Gesture Similarity Analysis on Event Data Using a Hybrid Guided Variational Auto Encoder by Kenneth Stewart et al
04-01-2021	The Compact Support Neural Network by Adrian Barbu et al
03-31-2021	On the Optimality of the Ojas Algorithm for Online PCA by Xin Liang
03-31-2021	HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks by Xuye Liu et al
04-01-2021	Choice-Aware User Engagement Modeling andOptimization on Social Media by Saketh Reddy Karra et al
03-30-2021	Classifying the Unstructured IT Service Desk Tickets Using Ensemble of Classifiers by Ramya C et al