2021.3.29 AI papers

03-23-2021	Generative Minimization Networks: Training GANs Without Competition by Paulina Grnarova et al
03-24-2021	Addressing catastrophic forgetting for medical domain expansion by Sharut Gupta et al
03-26-2021	Understanding Robustness of Transformers for Image Classification by Srinadh Bhojanapalli et al
03-26-2021	Dodrio: Exploring Transformer Models with Interactive Visualization by Zijie J. Wang et al
03-25-2021	Exploiting Class Similarity for Machine Learning with Confidence Labels and Projective Loss Functions by Gautam Rajendrakumar Gare et al
03-23-2021	PanGEA: The Panoramic Graph Environment Annotation Toolkit by Alexander Ku et al
03-23-2021	Interpretable ML-driven Strategy for Automated Trading Pattern Extraction by Artur Sokolovsky et al
03-24-2021	AutoMix: Unveiling the Power of Mixup by Zicheng Liu et al
03-24-2021	Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents by Shunyu Yao et al
03-23-2021	Spatial Intention Maps for Multi-Agent Mobile Manipulation by Jimmy Wu et al
03-24-2021	Projection: A Mechanism for Human-like Reasoning in Artificial Intelligence by Frank Guerin
03-25-2021	Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks by Qinglong Zhang et al
03-24-2021	Matched sample selection with GANs for mitigating attribute confounding by Chandan Singh et al
03-23-2021	Multilingual Autoregressive Entity Linking by Nicola De Cao et al
03-24-2021	Efficient Feature Transformations for Discriminative and Generative Continual Learning by Vinay Kumar Verma et al
03-24-2021	A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control by Anh Tuan Nguyen et al
03-23-2021	Leveraging background augmentations to encourage semantic focus in self-supervised contrastive learning by Chaitanya K. Ryali et al
03-24-2021	Representing Numbers in NLP: a Survey and a Vision by Avijit Thawani et al
03-24-2021	Learning Dynamic Alignment via Meta-filter for Few-shot Learning by Chengming Xu et al
03-25-2021	Spirit Distillation: Precise Real-time Prediction with Insufficient Data by Zhiyuan Wu et al
03-25-2021	AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting by Ye Yuan et al
03-24-2021	VLGrammar: Grounded Grammar Induction of Vision and Language by Yining Hong et al
03-24-2021	Diverse Branch Block: Building a Convolution as an Inception-like Unit by Xiaohan Ding et al
03-25-2021	Frame-rate Up-conversion Detection Based on Convolutional Neural Network for Learning Spatiotemporal Features by Minseok Yoon et al
03-24-2021	Evidential fully convolutional network for semantic segmentation by Zheng Tong et al
03-23-2021	IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography by Alina Jade Barnett et al
03-25-2021	Predicting Directionality in Causal Relations in Text by Pedram Hosseini et al
03-25-2021	Equality before the Law: Legal Judgment Consistency Analysis for Fairness by Yuzhong Wang et al
03-25-2021	OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations by Yang Tan et al
03-24-2021	Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction by Tri Minh Nguyen et al
03-26-2021	Evaluation of deep learning models for multi-step ahead time series prediction by Rohitash Chandra et al
03-25-2021	The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI by Chuang Gan et al
03-23-2021	The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? by Antonio Emanuele Cinà et al
03-23-2021	Watermark Faker: Towards Forgery of Digital Image Watermarking by Ruowei Wang et al
03-23-2021	Meta-Learned Invariant Risk Minimization by Jun-Hyun Bae et al
03-24-2021	Jointly Modeling Heterogeneous Student Behaviors and Interactions Among Multiple Prediction Tasks by Haobing Liu et al
03-25-2021	On the Complexity of Learning Description Logic Ontologies by Ana Ozaki
03-24-2021	Active Multitask Learning with Committees by Jingxi Xu et al
03-26-2021	SegVisRL: Visuomotor Development for a Lunar Rover for Hazard Avoidance using Camera Images by Tamir Blum et al
03-25-2021	Deep-RBF Networks for Anomaly Detection in Automotive Cyber-Physical Systems by Matthew Burruss et al
03-24-2021	W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality by Francesco Ponzio et al
03-25-2021	SubSpectral Normalization for Neural Audio Data Processing by Simyung Chang et al
03-24-2021	Learning Salient Boundary Feature for Anchor-free Temporal Action Localization by Chuming Lin et al
03-24-2021	Discriminator Augmented Model-Based Reinforcement Learning by Behzad Haghgoo et al
03-23-2021	RPATTACK: Refined Patch Attack on General Object Detectors by Hao Huang et al
03-24-2021	The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication by Xing Xu et al
03-23-2021	Are Neural Language Models Good Plagiarists? A Benchmark for Neural Paraphrase Detection by Jan Philip Wahle et al
03-23-2021	Revisiting Self-Supervised Monocular Depth Estimation by Ue-Hwan Kim et al
03-26-2021	An Embedding-based Joint Sentiment-Topic Model for Short Texts by Ayan Sengupta et al
03-26-2021	MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning by Akshay Smit et al
03-23-2021	Contrastive Reasoning in Neural Networks by Mohit Prabhushankar et al
03-25-2021	ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network by Thorir Mar Ingolfsson et al
03-23-2021	Unsupervised Contextual Paraphrase Generation using Lexical Control and Reinforcement Learning by Sonal Garg et al
03-24-2021	Multi-Label Classification Neural Networks with Hard Logical Constraints by Eleonora Giunchiglia et al
03-24-2021	Bag of Tricks of Semi-Supervised Classification with Graph Neural Networks by Yangkun Wang
03-25-2021	Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions by Thanh Nguyen-Duc et al
03-24-2021	Improving Editorial Workflow and Metadata Quality at Springer Nature by Angelo A. Salatino et al
03-25-2021	Robust subgroup discovery by Hugo Manuel Proença et al
03-25-2021	ACRE: Abstract Causal REasoning Beyond Covariation by Chi Zhang et al
03-25-2021	Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution by Chi Zhang et al
03-25-2021	Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance by Xu Xie et al
03-23-2021	Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition by Jaeyeon Jang et al
03-24-2021	From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search by Rui Li et al
03-24-2021	Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability by Tom Hammerbacher et al
03-23-2021	Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration by Jaekyeom Kim et al
03-23-2021	TMR: Evaluating NER Recall on Tough Mentions by Jingxuan Tu et al
03-24-2021	On Sequential Bayesian Optimization with Pairwise Comparison by Tanya Ignatenko et al
03-25-2021	Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN by Congyi Wang et al
03-26-2021	OmniHang: Learning to Hang Arbitrary Objects using Contact Point Correspondences and Neural Collision Estimation by Yifan You et al
03-25-2021	Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning by Yaqi Duan et al
03-26-2021	A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure by Dr. Ramya C et al
03-24-2021	Ontology-Based Recommendation of Editorial Products by Thiviyan Thanapalasingam et al
03-23-2021	Facility Reallocation on the Line by Bart de Keijzer et al
03-25-2021	HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks by Peizhuo Lv et al
03-23-2021	Towards a Formal Model of Narratives by Louis Castricato et al
03-24-2021	An evidential classifier based on Dempster-Shafer theory and deep learning by Zheng Tong et al
03-24-2021	EfficientTDNN: Efficient Architecture Search for Speaker Recognition in the Wild by Rui Wang et al
03-23-2021	Automated fragment identification for electron ionisation mass spectrometry: application to atmospheric measurements of halocarbons by Myriam Guillevic et al
03-25-2021	Training Neural Networks Using the Property of Negative Feedback to Inverse a Function by Md Munir Hasan et al
03-24-2021	Under Pressure: Learning to Detect Slip with Barometric Tactile Sensors by Abhinav Grover et al
03-25-2021	Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation by Chris Waites et al
03-23-2021	NNrepair: Constraint-based Repair of Neural Network Classifiers by Muhammad Usman et al
03-26-2021	Turning transformer attention weights into zero-shot sequence labelers by Kamil Bujel et al
03-25-2021	Full Encoder: Make Autoencoders Learn Like PCA by Zhouzheng Li et al
03-26-2021	Supervised Chorus Detection for Popular Music Using Convolutional Neural Network and Multi-task Learning by Ju-Chiang Wang et al
03-26-2021	Guided Training: A Simple Method for Single-channel Speaker Separation by Hao Li et al
03-26-2021	Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots by Zhongyu Li et al
03-26-2021	Rethinking Graph Neural Network Search from Message-passing by Shaofei Cai et al
03-24-2021	Symmetry-Preserving Paths in Integrated Gradients by Miguel Lerma et al
03-23-2021	Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning by Hiroki Furuta et al
03-24-2021	The Inescapable Duality of Data and Knowledge by Amit Sheth et al
03-25-2021	Modeling the Compatibility of Stem Tracks to Generate Music Mashups by Jiawen Huang et al
03-24-2021	A New Paradigm of Threats in Robotics Behaviors by Michele Colledanchise
03-25-2021	Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation by Attila Szabo et al
03-24-2021	deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search by Chen Zeng et al
03-24-2021	Truth and Subjunctive Theories of Knowledge: No Luck? by Johannes Stern
03-26-2021	Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers by Markus Bayer et al
03-23-2021	Any Part of Bayesian Network Structure Learning by Zhaolong Ling et al
03-23-2021	A News Recommender System Considering Temporal Dynamics and Diversity by Shaina Raza
03-23-2021	Goal Seeking Quadratic Unconstrained Binary Optimization by Amit Verma et al
03-23-2021	Assured Learning-enabled Autonomy: A Metacognitive Reinforcement Learning Framework by Aquib Mustafa et al
03-26-2021	Hands-on Guidance for Distilling Object Detectors by Yangyang Qin et al
03-26-2021	LS-CAT: A Large-Scale CUDA AutoTuning Dataset by Lars Bjertnes et al
03-25-2021	Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems by Grace A. Lewis et al
03-25-2021	Realistic Differentially-Private Transmission Power Flow Data Release by David Smith et al
03-25-2021	Optimized Coverage Planning for UV Surface Disinfection by Joao Marcos Correia Marques et al
03-23-2021	An Exponential Lower Bound for Linearly-Realizable MDPs with Constant Suboptimality Gap by Yuanhao Wang et al
03-24-2021	Behavior coordination for self-adaptive robots using constraint-based configuration by Martin Molina et al
03-26-2021	Robust Pandemic Control Synthesis with Formal Specifications: A Case Study on COVID-19 Pandemic by Zhe Xu et al
03-24-2021	Similarity-Based Equational Inference in Physics by Jordan Meadows et al
03-26-2021	Provably Correct Controller Synthesis of Switched Stochastic Systems with Metric Temporal Logic Specifications: A Case Study on Power Systems by Zhe Xu et al
03-26-2021	Learning Reactive and Predictive Differentiable Controllers for Switching Linear Dynamical Models by Saumya Saxena et al
03-26-2021	Imitation Learning from MPC for Quadrupedal Multi-Gait Control by Alexander Reske et al
03-23-2021	Multi-Robot Task Allocation -- Complexity and Approximation by Haris Aziz et al
03-26-2021	Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension by Damai Dai et al
03-26-2021	SKID RAW: Skill Discovery from Raw Trajectories by Daniel Tanneberg et al
03-25-2021	Active Tree Search in Large POMDPs by Domenico Maisto et al
03-23-2021	What is the Vocabulary of Flaky Tests? An Extended Replication by B. H. P. Camara et al
03-23-2021	A*+BFHS: A Hybrid Heuristic Search Algorithm by Zhaoxing Bu et al
03-26-2021	Probabilistic Planning with Preferences over Temporal Goals by Jie Fu
03-23-2021	Promoting Fairness through Hyperparameter Optimization by André F. Cruz et al
03-25-2021	Self-Imitation Learning by Planning by Sha Luo et al
03-26-2021	Robot Program Parameter Inference via Differentiable Shadow Program Inversion by Benjamin Alt et al
03-23-2021	Actionable Cognitive Twins for Decision Making in Manufacturing by Jože M. Rožanec et al
03-23-2021	Towards interpretability of Mixtures of Hidden Markov Models by Negar Safinianaini et al
03-26-2021	Generalized Planning as Heuristic Search by Javier Segovia-Aguas et al
03-25-2021	Hierarchical Program-Triggered Reinforcement Learning Agents For Automated Driving by Briti Gangopadhyay et al
03-25-2021	User-Oriented Smart General AI System under Causal Inference by Huimin Peng
03-23-2021	The Road to a Successful HRI: AI, Trust and ethicS-TRAITS by Antonio Andriella et al
03-24-2021	A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios by Ayush Triapthi et al
03-25-2021	Measure Theoretic Weighted Model Integration by Ivan Miosic et al
03-25-2021	Computational Mechanism for the Effect of Psychosis Community Treatment: A Conceptual Review from Neurobiology to Social Interaction by David Benrimoh et al