2021.12.6 Learning papers

12-01-2021	Quantum advantage in learning from experiments by Hsin-Yuan Huang et al
11-30-2021	Show Your Work: Scratchpads for Intermediate Computation with Language Models by Maxwell Nye et al
12-01-2021	A General Language Assistant as a Laboratory for Alignment by Amanda Askell et al
12-02-2021	Zero-Shot Text-Guided Object Generation with Dream Fields by Ajay Jain et al
11-30-2021	Donut: Document Understanding Transformer without OCR by Geewook Kim et al
12-02-2021	SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency by Devendra Singh Chaplot et al
11-30-2021	Environmental Sound Extraction Using Onomatopoeia by Yuki Okamoto et al
12-02-2021	Residual Pathway Priors for Soft Equivariance Constraints by Marc Finzi et al
12-02-2021	Editing a classifier by rewriting its prediction rules by Shibani Santurkar et al
12-03-2021	Linear algebra with transformers by François Charton
12-02-2021	BEVT: BERT Pretraining of Video Transformers by Rui Wang et al
12-01-2021	Object-Aware Cropping for Self-Supervised Learning by Shlok Mishra et al
11-30-2021	Diffusion Autoencoders: Toward a Meaningful and Decodable Representation by Konpat Preechakul et al
11-30-2021	Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data by Samarth Mishra et al
12-02-2021	GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras by Ye Yuan et al
11-30-2021	DiffSDFSim: Differentiable Rigid-Body Dynamics With Implicit Shapes by Michael Strecke et al
12-01-2021	Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation by Woncheol Shin et al
12-02-2021	FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization by Xingchao Liu et al
12-02-2021	DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting by Yongming Rao et al
12-01-2021	Empirical evaluation of shallow and deep learning classifiers for Arabic sentiment analysis by Ali Bou Nassif et al
11-30-2021	Sound-Guided Semantic Image Manipulation by Seung Hyun Lee et al
12-02-2021	Masked-attention Mask Transformer for Universal Image Segmentation by Bowen Cheng et al
12-01-2021	SegDiff: Image Segmentation with Diffusion Probabilistic Models by Tomer Amit et al
11-30-2021	Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms by Jérôme Darbon et al
12-01-2021	Controlling Conditional Language Models with Distributional Policy Gradients by Tomasz Korbak et al
12-02-2021	Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks by Tran Viet Khoa et al
11-30-2021	Synthetic weather radar using hybrid quantum-classical machine learning by Graham R. Enos et al
12-02-2021	Forex Trading Volatility Prediction using Neural Network Models by Shujian Liao et al
12-01-2021	ReIGNN: State Register Identification Using Graph Neural Networks for Circuit Reverse Engineering by Subhajit Dutta Chowdhury et al
12-03-2021	Near-optimal estimation of smooth transport maps with kernel sums-of-squares by Boris Muzellec et al
12-01-2021	Neural Stochastic Dual Dynamic Programming by Hanjun Dai et al
12-03-2021	Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research by Bernard Koch et al
12-01-2021	Robustness in Deep Learning for Computer Vision: Mind the gap? by Nathan Drenkow et al
11-30-2021	Survey Descent: A Multipoint Generalization of Gradient Descent for Nonsmooth Optimization by X. Y. Han et al
12-01-2021	Revisiting dequantization and quantum advantage in learning tasks by Jordan Cotler et al
12-01-2021	Systematic Generalization with Edge Transformers by Leon Bergen et al
11-30-2021	Evaluating Gradient Inversion Attacks and Defenses in Federated Learning by Yangsibo Huang et al
11-30-2021	VoRTX: Volumetric 3D Reconstruction With Transformers for Voxelwise View Selection and Fusion by Noah Stier et al
12-02-2021	ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors by Huaishao Luo et al
12-02-2021	Differentiable Spatial Planning using Transformers by Devendra Singh Chaplot et al
12-02-2021	Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness by Ankit Garg et al
12-03-2021	Reinforcement learning for options on target volatility funds by Roberto Daluiso et al
12-03-2021	Coupling Vision and Proprioception for Navigation of Legged Robots by Zipeng Fu et al
12-01-2021	Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph by Liyan Xu et al
12-02-2021	Why Calibration Error is Wrong Given Model Uncertainty: Using Posterior Predictive Checks with Deep Learning by Achintya Gopal
12-01-2021	Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation by Constantin Seibold et al
11-30-2021	An Exact Algorithm for Semi-supervised Minimum Sum-of-Squares Clustering by Veronica Piccialli et al
12-01-2021	The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts by Kai Wang et al
11-30-2021	Easy Semantification of Bioassays by Marco Anteghini et al
12-01-2021	DPRK-BERT: The Supreme Language Model by Arda Akdemir et al
11-30-2021	Exponentially Tilted Gaussian Prior for Variational Autoencoder by Griffin Floto et al
12-02-2021	Who will dropout from university? Academic risk prediction based on interpretable machine learning by Shudong Yang
12-03-2021	Class-agnostic Reconstruction of Dynamic Objects from Videos by Zhongzheng Ren et al
12-02-2021	Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? by Ayesha Siddique et al
12-01-2021	Molecular Contrastive Learning with Chemical Element Knowledge Graph by Yin Fang et al
12-02-2021	Improving Controllability of Educational Question Generation by Keyword Provision by Ying-Hong Chan et al
11-30-2021	Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning by Yi Guo et al
12-02-2021	Evaluation of mathematical questioning strategies using data collected through weak supervision by Debajyoti Datta et al
12-02-2021	Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking by Nianlong Gu et al
12-03-2021	Graph Neural Networks for Charged Particle Tracking on FPGAs by Abdelrahman Elabd et al
12-03-2021	Hierarchical Optimal Transport for Unsupervised Domain Adaptation by Mourad El Hamri et al
11-30-2021	What Do You See in this Patient? Behavioral Testing of Clinical NLP Models by Betty van Aken et al
12-02-2021	LeapfrogLayers: A Trainable Framework for Effective Topological Sampling by Sam Foreman et al
11-30-2021	Text classification problems via BERT embedding method and graph convolutional neural network by Loc Hoang Tran et al
11-30-2021	PGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks by Shangjia Zhang et al
12-01-2021	VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees by Angelos Chatzimparmpas et al
11-30-2021	Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife? by Zoe Moorton et al
11-30-2021	Leveraging Intrinsic Gradient Information for Machine Learning Model Training by Chris McDonagh et al
12-03-2021	Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer by Frederic Z. Zhang et al
12-03-2021	Residual-Based Adaptive Coefficient and Noise-Immunity ZNN for Perturbed Time-Dependent Quadratic Minimization by Chengze Jiang et al
12-01-2021	Hierarchical Neural Implicit Pose Network for Animation and Motion Retargeting by Sourav Biswas et al
12-02-2021	Online Search With Best-Price and Query-Based Predictions by Spyros Angelopoulos et al
12-02-2021	Robust Robotic Control from Pixels using Contrastive Recurrent State-Space Models by Nitish Srivastava et al
12-03-2021	Learning Emergent Random Access Protocol for LEO Satellite Networks by Ju-Hyung Lee et al
11-30-2021	TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios by Tommaso Barbariol et al
12-03-2021	Fast L2L2 optimal mass transport via reduced basis methods for the Monge-Amp`ee`re equation by Shijin Hou et al
12-01-2021	Discriminating Quantum States with Quantum Machine Learning by David Quiroga et al
12-01-2021	ProtGNN: Towards Self-Explaining Graph Neural Networks by Zaixi Zhang et al
12-01-2021	Outlier Detection using AI: A Survey by Md Nazmul Kabir Sikder et al
12-01-2021	Incomplete Multi-view Clustering via Cross-view Relation Transfer by Yiming Wang et al
12-01-2021	On the Practical Consistency of Meta-Reinforcement Learning Algorithms by Zheng Xiong et al
11-30-2021	Studying Hadronization by Machine Learning Techniques by Gábor Bíró et al
11-30-2021	Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm by L. A. Bull et al
12-03-2021	Regularized Newton Method with Global O(1/k2)O(1/k2) Convergence by Konstantin Mishchenko
12-03-2021	Estimating the Value-at-Risk by Temporal VAE by Robert Sicks et al
12-02-2021	SparRL: Graph Sparsification via Deep Reinforcement Learning by Ryan Wickman et al
12-02-2021	Constrained Machine Learning: The Bagel Framework by Guillaume Perez et al
11-30-2021	Energy-Efficient Inference on the Edge Exploiting TinyML Capabilities for UAVs by Wamiq Raza et al
12-01-2021	Machine learning Hadron Spectral Functions in Lattice QCD by Shi-Yang Chen et al
11-30-2021	Generating Rich Product Descriptions for Conversational E-commerce Systems by Shashank Kedia et al
12-02-2021	Differentially Private Exploration in Reinforcement Learning with Linear Representation by Paul Luyo et al
12-02-2021	On the Existence of the Adversarial Bayes Classifier (Extended Version) by Pranjal Awasthi et al
12-01-2021	Investigation of Training Label Error Impact on RNN-T by I-Fan Chen et al
12-01-2021	Learning Invariant Representations with Missing Data by Mark Goldstein et al
11-30-2021	CycleTransGAN-EVC: A CycleGAN-based Emotional Voice Conversion Model with Transformer by Changzeng Fu et al
12-02-2021	Trajectory Clustering Performance Evaluation: If we know the answer, its not clustering by Mohsen Rezaie et al
12-01-2021	SaDe: Learning Models that Provably Satisfy Domain Constraints by Kshitij Goyal et al
11-30-2021	A Machine Learning Analysis of COVID-19 Mental Health Data by Mostafa Rezapour et al
12-02-2021	Scheduling to Learn In An Unsupervised Online Streaming Model by R. Vaze et al
12-01-2021	Forward Operator Estimation in Generative Models with Kernel Transfer Operators by Zhichun Huang et al
12-01-2021	MOMO -- Deep Learning-driven classification of external DICOM studies for PACS archivation by Frederic Jonske et al
11-30-2021	Adaptive Optimization with Examplewise Gradients by Julius Kunze et al
11-30-2021	FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection by Nikolaos Dionelis
11-30-2021	Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models by Beidi Chen et al
12-02-2021	Improving mathematical questioning in teacher training by Debajyoti Datta et al
12-02-2021	Sample Complexity of Robust Reinforcement Learning with a Generative Model by Kishan Panaganti et al
12-02-2021	Theoretical Analysis of an XGBoost Framework for Product Cannibalization by Gautham Bekal et al
12-01-2021	CondenseNeXt: An Ultra-Efficient Deep Neural Network for Embedded Systems by Priyank Kalgaonkar et al
11-30-2021	LossPlot: A Better Way to Visualize Loss Landscapes by Robert Bain et al
12-01-2021	Federated Learning with Adaptive Batchnorm for Personalized Healthcare by Yiqiang Chen et al
12-03-2021	Frame Averaging for Equivariant Shape Space Learning by Matan Atzmon et al
12-03-2021	Causal-based Time Series Domain Generalization for Vehicle Intention Prediction by Yeping Hu et al
12-02-2021	The Representation Jensen-Reny\i Divergence by Jhoan Keider Hoyos Osorio et al
12-01-2021	Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning by Zhe Liu et al
11-30-2021	Binary Independent Component Analysis via Non-stationarity by Antti Hyttinen et al
11-30-2021	Learning knot invariants across dimensions by Jessica Craven et al
12-02-2021	HMC with Normalizing Flows by Sam Foreman et al
12-01-2021	How Smart Guessing Strategies Can Yield Massive Scalability Improvements for Sparse Decision Tree Optimization by Hayden McTavish et al
12-02-2021	Bayesian Optimization over Permutation Spaces by Aryan Deshwal et al
12-02-2021	Deep residential representations: Using unsupervised learning to unlock elevation data for geo-demographic prediction by Matthew Stevenson et al
11-30-2021	Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources by Sahar Abdelnabi et al
12-03-2021	Dynamic fracture of a bicontinuously nanostructured copolymer: A deep learning analysis of big-data-generating experiment by Hanxun Jin et al
12-01-2021	Decomposing Representations for Deterministic Uncertainty Estimation by Haiwen Huang et al
12-01-2021	MDFM: Multi-Decision Fusing Model for Few-Shot Learning by Shuai Shao et al
12-01-2021	Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts by Vihanga Jayawickrama et al
11-30-2021	Leveraging The Topological Consistencies of Learning in Deep Neural Networks by Stuart Synakowski et al
12-01-2021	Hardware-friendly Deep Learning by Network Quantization and Binarization by Haotong Qin
12-01-2021	Aiding Medical Diagnosis Through the Application of Graph Neural Networks to Functional MRI Scans by Katharina Zühlsdorff et al
12-01-2021	Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification by Hongyi Yuan et al
12-01-2021	Infinite Neural Network Quantum States by Di Luo et al
12-03-2021	A Structured Dictionary Perspective on Implicit Neural Representations by Gizem Yüce et al
12-02-2021	LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences by Ziwang Fu et al
11-30-2021	DeepAL: Deep Active Learning in Python by Kuan-Hao Huang
11-30-2021	The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration by Bingyuan Liu et al
12-01-2021	Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas by Pierpaolo Vendittelli et al
11-30-2021	NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping by Alexandre Boulch et al
12-01-2021	A Unified Benchmark for the Unknown Detection Capability of Deep Neural Networks by Jihyo Kim et al
11-30-2021	Semi-Local Convolutions for LiDAR Scan Processing by Larissa T. Triess et al
11-30-2021	The Power of Communication in a Distributed Multi-Agent System by Philipp Dominic Siedler
11-30-2021	Public Data-Assisted Mirror Descent for Private Model Training by Ehsan Amid et al
11-30-2021	Surrogate-based optimization using an artificial neural network for a parameter identification in a 3D marine ecosystem model by Markus Pfeil et al
11-30-2021	MapReader: A Computer Vision Pipeline for the Semantic Exploration of Maps at Scale by Kasra Hosseini et al
11-30-2021	A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank by Moonjung Eo et al
12-03-2021	Data-Free Neural Architecture Search via Recursive Label Calibration by Zechun Liu et al
12-01-2021	Deep Measurement Updates for Bayes Filters by Johannes Pankert et al
12-01-2021	Provable Guarantees for Understanding Out-of-distribution Detection by Peyman Morteza et al
11-30-2021	Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks by Carter Knutson et al
11-30-2021	PokeBNN: A Binary Pursuit of Lightweight Accuracy by Yichi Zhang et al
12-01-2021	Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes by Qin Lu et al
12-02-2021	Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing by Loc Truong et al
12-01-2021	Quantile Filtered Imitation Learning by David Brandfonbrener et al
12-03-2021	Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services by Yasas Senarath et al
11-30-2021	Imbalanced Graph Classification via Graph-of-Graph Neural Networks by Yu Wang et al
11-30-2021	Continuous Control With Ensemble Deep Deterministic Policy Gradients by Piotr Januszewski et al

11-30-2021	What to Learn, and How: Toward Effective Learning from Rationales by Samuel Carton et al
12-02-2021	Active Learning for Domain Adaptation: An Energy-based Approach by Binhui Xie et al
12-02-2021	CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer by Moein Sorkhei et al
11-30-2021	EdiBERT, a generative model for image editing by Thibaut Issenhuth et al
12-03-2021	Adaptive Poincar\e Point to Set Distance for Few-Shot Classification by Rongkai Ma et al
12-02-2021	Co-domain Symmetry for Complex-Valued Deep Learning by Utkarsh Singhal et al
12-03-2021	ROCA: Robust CAD Model Retrieval and Alignment from a Single Image by Can Gümeli et al
12-01-2021	Personal Comfort Estimation in Partial Observable Environment using Reinforcement Learning by Shashi Suman et al
12-03-2021	Episodic Policy Gradient Training by Hung Le et al
11-30-2021	Fast Topological Clustering with Wasserstein Distance by Tananun Songdechakraiwut et al
12-03-2021	Mind Your Clever Neighbours: Unsupervised Person Re-identification via Adaptive Clustering Relationship Modeling by Lianjie Jia et al
12-02-2021	Sample Prior Guided Robust Model Learning to Suppress Noisy Labels by Wenkai Chen et al
11-30-2021	Training BatchNorm Only in Neural Architecture Search and Beyond by Yichen Zhu et al
12-02-2021	A Fast Knowledge Distillation Framework for Visual Recognition by Zhiqiang Shen et al
11-30-2021	ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds by Georg Bökman et al
12-01-2021	Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems by Alberto Castagna et al
12-02-2021	Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks by Yang Li et al
11-30-2021	HyperPCA: a Powerful Tool to Extract Elemental Maps from Noisy Data Obtained in LIBS Mapping of Materials by Riccardo Finotello et al
11-30-2021	AutoDrop: Training Deep Learning Models with Automatic Learning Rate Drop by Yunfei Teng et al
11-30-2021	A generic physics-informed neural network-based framework for reliability assessment of multi-state systems by Taotao Zhou et al
11-30-2021	Model-Free μμ Synthesis via Adversarial Reinforcement Learning by Darioush Keivan et al
12-01-2021	Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images by Sang-gil Lee et al
12-01-2021	CLAWS: Contrastive Learning with hard Attention and Weak Supervision by Jansel Herrera-Gerena et al
12-02-2021	Generalizing Off-Policy Learning under Sample Selection Bias by Tobias Hatt et al
12-02-2021	Challenges and Opportunities in Approximate Bayesian Deep Learning for Intelligent IoT Systems by Meet P. Vadera et al
11-30-2021	Robust and Provably Monotonic Networks by Ouail Kitouni et al
12-01-2021	Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems by Siyu Wang et al
12-01-2021	Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction by Wei-Cheng Tseng et al
12-02-2021	Contrastive Continual Learning with Feature Propagation by Xuejun Han et al
12-01-2021	3D Reconstruction Using a Linear Laser Scanner and a Camera by Rui Wang
11-30-2021	ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation by Lingdong Kong et al
11-30-2021	Improved sparse PCA method for face and image recognition by Loc Hoang Tran et al
12-03-2021	Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science by Longbing Cao et al
12-03-2021	Identifying mass composition of ultra-high-energy cosmic rays using deep learning by O. Kalashev et al
12-01-2021	Joint Cluster Head Selection and Trajectory Planning in UAV-Aided IoT Networks by Reinforcement Learning with Sequential Model by Botao Zhu et al
11-30-2021	Deep Auto-encoder with Neural Response by Xuming Ran et al
12-03-2021	Semantic Segmentation of Legal Documents via Rhetorical Roles by Vijit Malik et al
12-01-2021	A modified limited memory Nesterovs accelerated quasi-Newton by S. Indrapriyadarsini et al
12-01-2021	Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees by Archana Bura et al
12-02-2021	Probabilistic Approach for Road-Users Detection by G. Melotti et al
11-30-2021	MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning by Sara Atito et al
11-30-2021	CovidAlert -- A Wristwatch-based System to Alert Users from Face Touching by Mrinmoy Roy et al
12-03-2021	SSDL: Self-Supervised Dictionary Learning by Shuai Shao et al
11-30-2021	Hierarchical Prototype Networks for Continual Graph Representation Learning by Xikun Zhang et al
11-30-2021	Ranking Distance Calibration for Cross-Domain Few-Shot Learning by Pan Li et al
12-01-2021	ℓ∞ℓ∞-Robustness and Beyond: Unleashing Efficient Adversarial Training by Hadi M. Dolatabadi et al
12-03-2021	Probing Linguistic Information For Logical Inference In Pre-trained Language Models by Zeming Chen et al
11-30-2021	Playing Ping Pong with Light: Directional Emission of White Light by Heribert Wankerl et al
12-01-2021	Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data by Ha Min Son et al
12-02-2021	Indexed Minimum Empirical Divergence for Unimodal Bandits by Hassan Saber et al
11-30-2021	gCastle: A Python Toolbox for Causal Discovery by Keli Zhang et al
11-30-2021	Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction by D. Karkalousos et al
12-03-2021	Bridging the Gap: Point Clouds for Merging Neurons in Connectomics by Jules Berman et al
11-30-2021	Global Convergence Using Policy Gradient Methods for Model-free Markovian Jump Linear Quadratic Control by Santanu Rathod et al
12-01-2021	Mixed neural network Gaussian processes by Alexey Lindo et al
11-30-2021	CELLS: Cost-Effective Evolution in Latent Space for Goal-Directed Molecular Generation by Zhiyuan Chen et al
12-02-2021	Training Efficiency and Robustness in Deep Learning by Fartash Faghri
11-30-2021	Black box tests for algorithmic stability by Byol Kim et al
11-30-2021	Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding by Abdullah Hamdi et al
12-01-2021	Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles by Hao Hao Tan
12-02-2021	Computing Class Hierarchies from Classifiers by Kai Kang et al
12-02-2021	Probabilistic Contrastive Loss for Self-Supervised Learning by Shen Li et al
12-02-2021	Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation by Yuankai Teng et al
12-03-2021	MetaQA: Combining Expert Agents for Multi-Skill Question Answering by Haritz Puerto et al
12-01-2021	A benchmark with decomposed distribution shifts for 360 monocular depth estimation by Georgios Albanis et al
12-02-2021	Towards Intrinsic Interactive Reinforcement Learning: A Survey by Benjamin Poole et al
11-30-2021	Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis by Albert Tseng et al
12-03-2021	Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations by Florian Thamm et al
12-01-2021	On Mixing Times of Metropolized Algorithm With Optimization Step (MAO) : A New Framework by EL Mahdi Khribch et al
12-01-2021	Recommending with Recommendations by Naveen Durvasula et al
11-30-2021	Towards a comprehensive visualization of structure in data by Joan Garriga et al
12-01-2021	Optimizing for In-memory Deep Learning with Emerging Memory Technology by Zhehui Wang et al
12-01-2021	Context-Aware Online Client Selection for Hierarchical Federated Learning by Zhe Qu et al
12-03-2021	Survey on English Entity Linking on Wikidata by Cedric Möller et al
12-01-2021	Clustering Mixtures with Almost Optimal Separation in Polynomial Time by Jerry Li et al
12-02-2021	Loss Landscape Dependent Self-Adjusting Learning Rates in Decentralized Stochastic Gradient Descent by Wei Zhang et al
11-30-2021	Neuron with Steady Response Leads to Better Generalization by Qiang Fu et al
12-03-2021	Application of Machine Learning in understanding plant virus pathogenesis: Trends and perspectives on emergence, diagnosis, host-virus interplay and management by Dibyendu Ghosh et al
12-01-2021	Conditional Expectation based Value Decomposition for Scalable On-Demand Ride Pooling by Avinandan Bose et al
11-30-2021	Embedding Principle: a hierarchical structure of loss landscape of deep neural networks by Yaoyu Zhang et al
12-01-2021	Source Free Unsupervised Graph Domain Adaptation by Haitao Mao et al
12-01-2021	Structure-Aware Label Smoothing for Graph Neural Networks by Yiwei Wang et al
12-01-2021	Maximum Consensus by Weighted Influences of Monotone Boolean Functions by Erchuan Zhang et al
12-03-2021	Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents by Vithya Yogarajan et al
12-02-2021	The Surprising Effectiveness of Representation Learning for Visual Imitation by Jyothish Pari et al
12-01-2021	Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis by Zixuan Yuan et al
12-02-2021	Maximum Entropy Model-based Reinforcement Learning by Oleg Svidchenko et al
12-01-2021	Structural Sieves by Konrad Menzel
12-01-2021	Convergence of batch Greenkhorn for Regularized Multimarginal Optimal Transport by Vladimir Kostic et al
12-01-2021	Models of fairness in federated learning by Kate Donahue et al
12-03-2021	Bayes in Wonderland! Predictive supervised classification inference hits unpredictability by Ali Amiryousefi et al
11-30-2021	New Datasets for Dynamic Malware Classification by Berkant Düzgün et al
11-30-2021	Approximate Spectral Decomposition of Fisher Information Matrix for Simple ReLU Networks by Yoshinari Takeishi et al
12-02-2021	Embedding Decomposition for Artifacts Removal in EEG Signals by Junjie Yu et al
12-02-2021	Safe Reinforcement Learning for Grid Voltage Control by Thanh Long Vu et al
12-03-2021	Shapes of Emotions: Multimodal Emotion Recognition in Conversations via Emotion Shifts by Harsh Agarwal et al
12-02-2021	PLSUM: Generating PT-BR Wikipedia by Summarizing Multiple Websites by André Seidel Oliveira et al
12-02-2021	Borrowing from Similar Code: A Deep Learning NLP-Based Approach for Log Statement Automation by Sina Gholamian et al
12-01-2021	TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks by Zohreh Hajiakhondi Meybodi et al
11-30-2021	Anonymization for Skeleton Action Recognition by Myeonghyeon Kim et al
12-02-2021	Object-aware Monocular Depth Prediction with Instance Convolutions by Enis Simsar et al
12-01-2021	Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines by Jiachen Sun et al
11-30-2021	Efficient Online Bayesian Inference for Neural Bandits by Gerardo Duran-Martin et al
11-30-2021	Improving Differentiable Architecture Search with a Generative Model by Ruisi Zhang et al
11-30-2021	Sparse deep computer-generated holography for optical microscopy by Alex Liu et al
12-03-2021	TC-GNN: Accelerating Sparse Graph Neural Network Computation Via Dense Tensor Core on GPUs by Yuke Wang et al
11-30-2021	On the Generalization of Agricultural Drought Classification from Climate Data by Julia Gottfriedsen et al
12-01-2021	Meta Arcade: A Configurable Environment Suite for Meta-Learning by Edward W. Staley et al
11-30-2021	Molecular Attributes Transfer from Non-Parallel Data by Shuangjia Zheng et al
12-02-2021	Newton methods based convolution neural networks using parallel processing by Ujjwal Thakur et al
12-03-2021	Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns by Piotr S. Maciąg et al
12-01-2021	Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark by Alexandre Lacoste et al
12-01-2021	Trap of Feature Diversity in the Learning of MLPs by Dongrui Liu et al
12-03-2021	MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification by Jingye Chen et al
12-03-2021	Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning by Shengjia Zhang et al
12-03-2021	Reinforcement Learning-Based Automatic Berthing System by Daesoo Lee
11-30-2021	Mitigating Adversarial Attacks by Distributing Different Copies to Different Users by Jiyi Zhang et al
12-03-2021	Image-to-image Translation as a Unique Source of Knowledge by Alejandro D. Mousist
12-01-2021	Controlling Wasserstein distances by Kernel norms with application to Compressive Statistical Learning by Titouan Vayer et al
12-03-2021	Enhancing Deep Neural Networks Testing by Traversing Data Manifold by Yuanyuan Yuan et al
11-30-2021	Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks by Tianze Zheng et al
12-02-2021	Target Propagation via Regularized Inversion by Vincent Roulet et al
12-01-2021	Reward-Free Attacks in Multi-Agent Reinforcement Learning by Ted Fujimoto et al
12-03-2021	In situ process quality monitoring and defect detection for direct metal laser melting by Sarah Felix et al
12-03-2021	Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study by Claire Little et al
11-30-2021	An implementation of the Guess who? game using CLIP by Arnau Martí Sarri et al
12-02-2021	Mixing Deep Learning and Multiple Criteria Optimization: An Application to Distributed Learning with Multiple Datasets by Davide La Torre et al
12-02-2021	Youla-REN: Learning Nonlinear Feedback Policies with Robust Stability Guarantees by Ruigang Wang et al
12-01-2021	Effective and efficient structure learning with pruning and model averaging strategies by Anthony C. Constantinou et al
12-01-2021	Differentially Private SGD with Sparse Gradients by Junyi Zhu et al
12-02-2021	Risk-Aware Algorithms for Combinatorial Semi-Bandits by Shaarad Ayyagari et al
11-30-2021	Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers by Louise Bloch et al
12-01-2021	A Daily Tourism Demand Prediction Framework Based on Multi-head Attention CNN: The Case of The Foreign Entrant in South Korea by Dong-Keon Kim et al
12-01-2021	DeepAoANet: Learning Angle of Arrival from Software Defined Radios with Deep Neural Networks by Zhuangzhuang Dai et al
11-30-2021	Material Classification Using Active Temperature Controllable Robotic Gripper by Yukiko Osawa et al
12-01-2021	Score Transformer: Generating Musical Score from Note-level Representation by Masahiro Suzuki
12-02-2021	Hamiltonian prior to Disentangle Content and Motion in Image Sequences by Asif Khan et al
12-01-2021	HyperSPNs: Compact and Expressive Probabilistic Circuits by Andy Shih et al
12-03-2021	Fast Projected Newton-like Method for Precision Matrix Estimation with Nonnegative Partial Correlations by Jiaxi Ying et al
12-01-2021	A Comprehensive Study on Various Statistical Techniques for Prediction of Movie Success by Manav Agarwal et al
12-01-2021	Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming by Sanjana Tule et al
12-02-2021	Machine Learning-Based Classification Algorithms for the Prediction of Coronary Heart Diseases by Kelvin Kwakye et al
12-02-2021	Label noise detection under the Noise at Random model with ensemble filters by Kecia G. Moura et al
12-02-2021	A Hybrid Science-Guided Machine Learning Approach for Modeling and Optimizing Chemical Processes by Niket Sharma et al
12-02-2021	Stationary Diffusion State Neural Estimation for Multiview Clustering by Chenghua Liu et al
12-01-2021	Graph Conditioned Sparse-Attention for Improved Source Code Understanding by Junyan Cheng et al
12-01-2021	Remixing Functionally Graded Structures: Data-Driven Topology Optimization with Multiclass Shape Blending by Yu-Chin Chan et al
11-30-2021	Convergence of GANs Training: A Game and Stochastic Control Methodology by Othmane Mounjid et al

12-02-2021	Sample-Efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model by Samuel C. Hoffman et al
11-30-2021	Detecting Extratropical Cyclones of the Northern Hemisphere with Single Shot Detector by Minjing Shi et al
12-02-2021	Hierarchical Learning to Solve Partial Differential Equations Using Physics-Informed Neural Networks by Jihun Han et al
12-02-2021	AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning by Ayush Chopra et al
12-02-2021	Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks by Abdorasoul Ghasemi et al
12-01-2021	Towards Futuristic Autonomous Experimentation--A Surprise-Reacting Sequential Experiment Policy by Imtiaz Ahmed et al
12-01-2021	Counterfactual Explanations via Latent Space Projection and Interpolation by Brian Barr et al
12-02-2021	AutoGEL: An Automated Graph Neural Network with Explicit Link Information by Zhili Wang et al
11-30-2021	Breaking the Linear Iteration Cost Barrier for Some Well-known Conditional Gradient Methods Using MaxIP Data-structures by Anshumali Shrivastava et al
12-02-2021	Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning by Jun Hu et al
12-03-2021	Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model by Satyaki Chatterjee et al
11-30-2021	Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs by Sameera Ramasinghe et al
12-02-2021	Unconstrained Face Sketch Synthesis via Perception-Adaptive Network and A New Benchmark by Lin Nie et al
12-03-2021	Characterizing Performance Bugs in Deep Learning Systems by Junming Cao et al
11-30-2021	Path Integral Sampler: a stochastic control approach for sampling by Qinsheng Zhang et al
12-03-2021	You Cant See the Forest for Its Trees: Assessing Deep Neural Network Testing via NeuraL Coverage by Yuanyuan Yuan et al
12-02-2021	FedRAD: Federated Robust Adaptive Distillation by Stefán Páll Sturluson et al
12-03-2021	Divergent representations of ethological visual inputs emerge from supervised, unsupervised, and reinforcement learning by Grace W. Lindsay et al
12-03-2021	Chronological Causal Bandits by Neil Dhir
12-02-2021	Dimension-Free Average Treatment Effect Inference with Deep Neural Networks by Xinze Du et al
12-01-2021	Analyzing High-Resolution Clouds and Convection using Multi-Channel VAEs by Harshini Mangipudi et al
12-02-2021	Optimal regularizations for data generation with probabilistic graphical models by Arnaud Fanthomme et al
12-03-2021	Multilingual training for Software Engineering by Toufique Ahmed et al
12-02-2021	A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space by Thibault Simonetto et al
12-01-2021	Dimensionality Reduction for Categorical Data by Debajyoti Bera et al
12-02-2021	Learning Curves for Sequential Training of Neural Networks: Self-Knowledge Transfer and Forgetting by Ryo Karakida et al
12-03-2021	Hybrid Digital Twin for process industry using Apros simulation environment by Mohammad Azangoo et al
12-03-2021	A Survey on Concept Drift in Process Mining by Denise Maria Vecino Sato et al
12-03-2021	User-click Modelling for Predicting Purchase Intent by Simone Borg Bruun
12-03-2021	A Flexible HLS Hoeffding Tree Implementation for Runtime Learning on FPGA by Luís Miguel Sousa et al
12-01-2021	Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm by Shunan Yao et al
12-03-2021	Attack-Centric Approach for Evaluating Transferability of Adversarial Samples in Machine Learning Models by Tochukwu Idika et al
12-03-2021	The UniNAS framework: combining modules in arbitrarily complex configurations with argument trees by Kevin Alexander Laube
12-02-2021	Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors by Dieuwertje Alblas et al
12-01-2021	A Survey on Scenario-Based Testing for Automated Driving Systems in High-Fidelity Simulation by Ziyuan Zhong et al
12-02-2021	Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration by Roberto Magán-Carrión et al
12-02-2021	FNR: A Similarity and Transformer-Based Approachto Detect Multi-Modal FakeNews in Social Media by Faeze Ghorbanpour et al
12-03-2021	Combining Sub-Symbolic and Symbolic Methods for Explainability by Anna Himmelhuber et al
11-30-2021	A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed Graphs by Bogumił Kamiński et al
12-02-2021	Invariant Priors for Bayesian Quadrature by Masha Naslidnyk et al
12-01-2021	DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework by Chao Zhang et al
12-01-2021	Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling by Chen Tang et al
11-30-2021	Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search by Jay Gala et al
12-01-2021	Personalized Federated Learning of Driver Prediction Models for Autonomous Driving by Manabu Nakanoya et al
12-02-2021	ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton by Wei-Yao Wang et al
12-02-2021	Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems by Weibin Li et al
12-02-2021	Learning Optimal Predictive Checklists by Haoran Zhang et al
12-02-2021	High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features by Maliha Hossain et al
11-30-2021	Flood Analytics Information System (FAIS) Version 4.00 Manual by Vidya Samadi
11-30-2021	How to quantify fields or textures? A guide to the scattering transform by Sihao Cheng et al
12-01-2021	Efficient and Local Parallel Random Walks by Michael Kapralov et al
12-01-2021	Output-weighted and relative entropy loss functions for deep learning precursors of extreme events by Samuel Rudy et al
12-03-2021	Computation of conditional expectations with guarantees by Patrick Cheridito et al
12-03-2021	Heuristic Search Planning with Deep Neural Networks using Imitation, Attention and Curriculum Learning by Leah Chrestien et al
12-02-2021	A Communication-efficient Federated learning assisted by Central data: Implementation of vertical training into Horizontal Federated learning by Shuo Wan et al
12-02-2021	On Large Batch Training and Sharp Minima: A Fokker-Planck Perspective by Xiaowu Dai et al
12-02-2021	Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation by Yeonsung Jung et al
11-30-2021	Hierarchical clustering: visualization, feature importance and model selection by Luben M. C. Cabezas et al
12-01-2021	Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification by Junwen Bai et al
12-03-2021	I-WKNN: Fast-Speed and High-Accuracy WIFI Positioning for Intelligent Stadiums by Zhangzhi Zhao et al
12-03-2021	Prescriptive Process Monitoring: Quo Vadis? by Kateryna Kubrak et al
11-30-2021	Solving reward-collecting problems with UAVs: a comparison of online optimization and Q-learning by Yixuan Liu et al
12-01-2021	Large-Scale Data Mining of Rapid Residue Detection Assay Data From HTML and PDF Documents: Improving Data Access and Visualization for Veterinarians by Majid Jaberi-Douraki et al
12-02-2021	Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU by Nicholas Polosky et al
12-01-2021	Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL by Charles Packer et al
12-03-2021	Active Inference in Robotics and Artificial Agents: Survey and Challenges by Pablo Lanillos et al
12-01-2021	Inducing Causal Structure for Interpretable Neural Networks by Atticus Geiger et al
12-02-2021	Multi-task Self-distillation for Graph-based Semi-Supervised Learning by Yating Ren et al
12-01-2021	A Discrete-event-based Simulator for Deep Learning at Edge by Xiaoyan Liu et al
12-01-2021	Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat by Yiwen Zhu et al
11-30-2021	A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021 by Fabian Falck et al
11-30-2021	Multi-Object Grasping -- Estimating the Number of Objects in a Robotic Grasp by Tianze Chen et al
12-01-2021	Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs by Zhibin Zhao et al
12-02-2021	Neurosymbolic Systems of Perception & Cognition: The Role of Attention by Hugo Latapie et al
11-30-2021	TinyML Platforms Benchmarking by Anas Osman et al
11-30-2021	Machine Learning for Air Transport Planning and Management by Graham Wild et al
11-30-2021	Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems by Xingyu Zhao et al