2021.6.21 AI papers

06-17-2021	Seeing Differently, Acting Similarly: Imitation Learning with Heterogeneous Observations by Xin-Qiang Cai et al
06-17-2021	Knowledge Graphs and Machine Learning in biased C4I applications by Evangelos Paparidis et al
06-16-2021	Directed Graph Embeddings in Pseudo-Riemannian Manifolds by Aaron Sim et al
06-16-2021	The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds by Vimukthini Pinto et al
06-16-2021	Costs and Benefits of Wasserstein Fair Regression by Han Zhao
06-15-2021	Developing a Fidelity Evaluation Approach for Interpretable Machine Learning by Mythreyi Velmurugan et al
06-18-2021	Bridging the Gap Between Object Detection and User Intent via Query-Modulation by Marco Fornoni et al
06-18-2021	Active Offline Policy Selection by Ksenia Konyushkova et al
06-18-2021	An Empirical Investigation into Deep and Shallow Rule Learning by Florian Beck et al
06-17-2021	Deep Subdomain Adaptation Network for Image Classification by Yongchun Zhu et al
06-15-2021	A Syntax-Guided Edit Decoder for Neural Program Repair by Qihao Zhu et al
06-17-2021	Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes by Joseph Stember et al
06-18-2021	Classical Planning as QBF without Grounding (extended version) by Irfansha Shaik et al
06-17-2021	A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications by Yun-Hao Cao et al
06-15-2021	Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach by Johannes Rabold et al
06-16-2021	PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System by Zhiyuan Qi et al
06-15-2021	Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning by Varun Kumar Vijay et al
06-18-2021	MADE: Exploration via Maximizing Deviation from Explored Regions by Tianjun Zhang et al
06-15-2021	Lorenz System State Stability Identification using Neural Networks by Megha Subramanian et al
06-16-2021	Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence by Jacky Cao et al
06-15-2021	Incorporating Word Sense Disambiguation in Neural Language Models by Jan Philip Wahle et al
06-17-2021	MatES: Web-based Forward Chaining Expert System for Maternal Care by Haile Misgna et al
06-17-2021	PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python by Haiping Lu et al
06-17-2021	CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1 by Imme Ebert-Uphoff et al
06-15-2021	Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks by Peter Pfeiffer et al
06-15-2021	ICDAR 2021 Competition on Components Segmentation Task of Document Photos by Celso A. M. Lopes Junior et al
06-15-2021	Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy by Falaah Arif Khan et al
06-18-2021	Meta-control of social learning strategies by Anil Yaman et al
06-17-2021	Towards bio-inspired unsupervised representation learning for indoor aerial navigation by Ni Wang et al
06-16-2021	Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints by David Garcia-Soriano et al
06-16-2021	A Dataset-Level Geometric Framework for Ensemble Classifiers by Shengli Wu et al
06-17-2021	Voice2Series: Reprogramming Acoustic Models for Time Series Classification by Chao-Han Huck Yang et al
06-17-2021	Exploring the Properties and Evolution of Neural Network Eigenspaces during Training by Mats L. Richter et al
06-17-2021	Interpretable Machine Learning Classifiers for Brain Tumour Survival Prediction by Colleen E. Charlton et al
06-17-2021	Optimizing robotic swarm based construction tasks by Teshan Liyanage et al
06-15-2021	Optimizing Graph Transformer Networks with Graph-based Techniques by Loc Hoang et al
06-18-2021	Contrastive Learning of Generalized Game Representations by Chintan Trivedi et al
06-15-2021	Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance by Masaru Isonuma et al
06-17-2021	Cooperative Multi-Agent Reinforcement Learning Based Distributed Dynamic Spectrum Access in Cognitive Radio Networks by Xiang Tan et al
06-17-2021	MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning by Dongjie Zhu et al
06-18-2021	An Investigation into Mini-Batch Rule Learning by Florian Beck et al
06-17-2021	Learning Knowledge Graph-based World Models of Textual Environments by Prithviraj Ammanabrolu et al
06-16-2021	AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction by Hao Chen et al
06-18-2021	On the Connections between Counterfactual Explanations and Adversarial Examples by Martin Pawelczyk et al
06-17-2021	Adapting the Function Approximation Architecture in Online Reinforcement Learning by John D. Martin et al
06-16-2021	Amortized Auto-Tuning: Cost-Efficient Transfer Optimization for Hyperparameter Recommendation by Yuxin Xiao et al
06-16-2021	Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling by Di Jin et al
06-18-2021	Learning to Plan via a Multi-Step Policy Regression Method by Stefan Wagner et al
06-18-2021	Label Mask for Multi-Label Text Classification by Rui Song et al
06-17-2021	An Attract-Repel Decomposition of Undirected Networks by Alexander Peysakhovich et al
06-16-2021	Detecting message modification attacks on the CAN bus with Temporal Convolutional Networks by Irina Chiscop et al
06-18-2021	A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation by Feng Luo et al
06-16-2021	Real-time Attacks Against Deep Reinforcement Learning Policies by Buse G. A. Tekgul et al
06-16-2021	Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling by Taco de Wolff et al
06-15-2021	Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention by Tak-Sung Heo et al
06-17-2021	An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition by Ruchao Fan et al
06-15-2021	Predicting Unreliable Predictions by Shattering a Neural Network by Xu Ji et al
06-17-2021	Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers by Luke Marris et al
06-17-2021	Autoencoder-based cleaning in probabilistic databases by R. R. Mauritz et al
06-17-2021	Causal Bias Quantification for Continuous Treatment by Gianluca Detommaso et al
06-17-2021	Unsupervised Resource Allocation with Graph Neural Networks by Miles Cranmer et al
06-16-2021	mPyPl: Python Monadic Pipeline Library for Complex Functional Data Processing by Dmitry Soshnikov et al
06-16-2021	Work in Progress: Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework by Geng Yuan et al
06-17-2021	PEN4Rec: Preference Evolution Networks for Session-based Recommendation by Dou Hu et al
06-15-2021	Zero-shot Node Classification with Decomposed Graph Prototype Network by Zheng Wang et al
06-15-2021	A Clinically Inspired Approach for Melanoma classification by Prathyusha Akundi et al
06-15-2021	Semantic Representation and Inference for NLP by Dongsheng Wang
06-18-2021	A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents by Muhammad Monjurul Karim et al
06-18-2021	Equilibrium Design for Concurrent Games by Julian Gutierrez et al
06-18-2021	Rational Shapley Values by David S. Watson
06-16-2021	Evaluating Gender Bias in Hindi-English Machine Translation by Gauri Gupta et al
06-17-2021	Unsupervised Path Representation Learning with Curriculum Negative Sampling by Sean Bin Yang et al
06-15-2021	Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks by Byunggill Joe et al
06-15-2021	Improving Search by Utilizing State Information in OPTIC Planners Compilation to LP by Elad Denenberg et al
06-15-2021	Diagnosing the Impact of AI on Radiology in China by Niklas Muennighoff
06-16-2021	PatchNet: Unsupervised Object Discovery based on Patch Embedding by Hankyu Moon et al
06-18-2021	On the Sample Complexity of Batch Reinforcement Learning with Policy-Induced Data by Chenjun Xiao et al
06-16-2021	Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data by Haoming Jiang et al
06-16-2021	Long-Short Temporal Contrastive Learning of Video Transformers by Jue Wang et al
06-16-2021	Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings by Hengyuan Hu et al
06-17-2021	Modeling Worlds in Text by Prithviraj Ammanabrolu et al
06-15-2021	Rinascimento: searching the behaviour space of Splendor by Ivan Bravi et al
06-15-2021	On the Objective Evaluation of Post Hoc Explainers by Zachariah Carmichael et al
06-17-2021	Multi-Task Learning and Adapted Knowledge Models for Emotion-Cause Extraction by Elsbeth Turcan et al
06-17-2021	LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking by Hang Jiang et al
06-17-2021	Class Balancing GAN with a Classifier in the Loop by Harsh Rangwani et al
06-15-2021	Non-Gradient Manifold Neural Network by Rui Zhang et al
06-16-2021	Grounding Spatio-Temporal Language with Transformers by Tristan Karch et al
06-15-2021	Query Embedding on Hyper-relational Knowledge Graphs by Dimitrios Alivanistos et al
06-15-2021	SSMix: Saliency-Based Span Mixup for Text Classification by Soyoung Yoon et al
06-15-2021	Privacy Assessment of Federated Learning using Private Personalized Layers by Théo Jourdan et al
06-16-2021	Knowledge-Adaptation Priors by Mohammad Emtiyaz Khan et al
06-16-2021	Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification by Qi Xuan et al
06-16-2021	TSO: Curriculum Generation using continuous optimization by Dipankar Sarkar et al
06-16-2021	SEOVER: Sentence-level Emotion Orientation Vector based Conversation Emotion Recognition Model by Zaijing Li et al
06-17-2021	Hi-Phy: A Benchmark for Hierarchical Physical Reasoning by Cheng Xue et al
06-18-2021	Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path by Lili Wang et al
06-15-2021	Efficient Micro-Structured Weight Unification and Pruning for Neural Network Compression by Sheng Lin et al

06-17-2021	Efficient Self-supervised Vision Transformers for Representation Learning by Chunyuan Li et al
06-16-2021	Contrastive Reinforcement Learning of Symbolic Reasoning Domains by Gabriel Poesia et al
06-15-2021	Robust Reinforcement Learning Under Minimax Regret for Green Security by Lily Xu et al
06-17-2021	EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model by Chenye Cui et al
06-16-2021	Reinforcement Learning for Markovian Bandits: Is Posterior Sampling more Scalable than Optimism? by Nicolas Gast et al
06-16-2021	Unsupervised Lexical Acquisition of Relative Spatial Concepts Using Spoken User Utterances by Rikunari Sagara et al
06-16-2021	Topic Classification on Spoken Documents Using Deep Acoustic and Linguistic Features by Tan Liu et al
06-16-2021	Unsupervised Person Re-identification via Multi-Label Prediction and Classification based on Graph-Structural Insight by Jongmin Yu et al
06-18-2021	Novelty Detection via Contrastive Learning with Negative Data Augmentation by Chengwei Chen et al
06-16-2021	Optical Tactile Sim-to-Real Policy Transfer via Real-to-Sim Tactile Image Translation by Alex Church et al
06-16-2021	On the Capabilities of Pointer Networks for Deep Deductive Reasoning by Monireh Ebrahimi et al
06-15-2021	Causal Navigation by Continuous-time Neural Networks by Charles Vorbach et al
06-15-2021	Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images by Vishal Asnani et al
06-15-2021	Benchmark dataset of memes with text transcriptions for automatic detection of multi-modal misogynistic content by Francesca Gasparini et al
06-17-2021	CRIL: Continual Robot Imitation Learning via Generative and Prediction Model by Chongkai Gao et al
06-15-2021	Self-Supervised Learning with Kernel Dependence Maximization by Yazhe Li et al
06-16-2021	A Predictive Coding Account for Chaotic Itinerancy by Louis Annabi et al
06-17-2021	Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction by Minhao Liu et al
06-18-2021	Discerning Generic Event Boundaries in Long-Form Wild Videos by Ayush K Rai et al
06-15-2021	Distilling Self-Knowledge From Contrastive Links to Classify Graph Nodes Without Passing Messages by Yi Luo et al
06-16-2021	Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases by Boxi Cao et al
06-15-2021	Development of Quantized DNN Library for Exact Hardware Emulation by Masato Kiyama et al
06-17-2021	Towards Heterogeneous Clients with Elastic Federated Learning by Zichen Ma et al
06-18-2021	Evolving GANs: When Contradictions Turn into Compliance by Sauptik Dhar et al
06-17-2021	Many Agent Reinforcement Learning Under Partial Observability by Keyang He et al
06-15-2021	Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis by Maximilian Dietrich et al
06-16-2021	Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure by Paul Henderson et al
06-17-2021	How Low Can We Go: Trading Memory for Error in Low-Precision Training by Chengrun Yang et al
06-16-2021	JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification by Timen Stepišnik Perdih et al
06-18-2021	Predicting gender of Brazilian names using deep learning by Rosana C. B. Rego et al
06-16-2021	Coreference-Aware Dialogue Summarization by Zhengyuan Liu et al
06-18-2021	Goal-Directed Planning by Reinforcement Learning and Active Inference by Dongqi Han et al
06-17-2021	LoRA: Low-Rank Adaptation of Large Language Models by Edward J. Hu et al
06-17-2021	Virtual Reality based Digital Twin System for remote laboratories and online practical learning by Claire Palmer et al
06-17-2021	Knowledge distillation from multi-modal to mono-modal segmentation networks by Minhao Hu et al
06-17-2021	MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data by Arpit Bansal et al
06-17-2021	Central Kurdish machine translation: First large scale parallel corpus and experiments by Zhila Amini et al
06-15-2021	ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning by Chaofan Chen et al
06-15-2021	Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation by Dawood Al Chanti et al
06-15-2021	Thompson Sampling for Unimodal Bandits by Long Yang et al
06-17-2021	Effective Model Sparsification by Scheduled Grow-and-Prune Methods by Xiaolong Ma et al
06-16-2021	Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization by Gaspard Beugnot et al
06-16-2021	Explainable AI for Natural Adversarial Images by Tomas Folke et al
06-15-2021	Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks by João Ferreira et al
06-15-2021	Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL by Ricardo Ferreira et al
06-16-2021	Nonequilibrium thermodynamics of self-supervised learning by Domingos S. P. Salazar
06-17-2021	Orthogonal-Pad\e Activation Functions: Trainable Activation functions for smooth and faster convergence in deep networks by Koushik Biswas et al
06-18-2021	Being Properly Improper by Richard Nock et al
06-15-2021	Enabling AI and Robotic Coaches for Physical Rehabilitation Therapy: Iterative Design and Evaluation with Therapists and Post-Stroke Survivors by Min Hun Lee et al
06-18-2021	Less is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks by Emre Ozfatura et al
06-15-2021	On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control by Amrit Singh Bedi et al
06-15-2021	Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors by Junayed Mahmud et al
06-18-2021	Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection by Shucheng Li et al
06-17-2021	Pruning Randomly Initialized Neural Networks with Iterative Randomization by Daiki Chijiwa et al
06-16-2021	Structured DropConnect for Uncertainty Inference in Image Classification by Wenqing Zheng et al
06-16-2021	Algorithm to Compilation Co-design: An Integrated View of Neural Network Sparsity by Fu-Ming Guo et al
06-17-2021	Modelling resource allocation in uncertain system environment through deep reinforcement learning by Neel Gandhi et al
06-17-2021	A Short Note of PAGE: Optimal Convergence Rates for Nonconvex Optimization by Zhize Li
06-16-2021	End-to-End Spoken Language Understanding for Generalized Voice Assistants by Michael Saxon et al
06-18-2021	Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation by Jibinraj Antony et al
06-18-2021	The Principles of Deep Learning Theory by Daniel A. Roberts et al
06-15-2021	A White Paper on Neural Network Quantization by Markus Nagel et al
06-15-2021	StockBabble: A Conversational Financial Agent to support Stock Market Investors by Suraj Sharma et al
06-15-2021	On the Power of Multitask Representation Learning in Linear MDP by Rui Lu et al
06-17-2021	Optimising simulations for diphoton production at hadron colliders using amplitude neural networks by Joseph Aylett-Bullock et al
06-15-2021	Zero-sample surface defect detection and classification based on semantic feedback neural network by Yibo Guo et al
06-17-2021	Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks by Mohammad Mahdi Bejani et al
06-17-2021	SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies by Linxi Fan et al
06-16-2021	An Intelligent Question Answering System based on Power Knowledge Graph by Yachen Tang et al
06-16-2021	Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate by Xingyuan Sun et al
06-16-2021	End-to-End Semi-Supervised Object Detection with Soft Teacher by Mengde Xu et al
06-17-2021	Smoothed Multi-View Subspace Clustering by Peng Chen et al
06-17-2021	Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering by Zhengrui Ma et al
06-18-2021	Labelling Drifts in a Fault Detection System for Wind Turbine Maintenance by Iñigo Martinez et al
06-18-2021	Towards Distraction-Robust Active Visual Tracking by Fangwei Zhong et al
06-17-2021	CoANE: Modeling Context Co-occurrence for Attributed Network Embedding by I-Chung Hsieh et al
06-15-2021	Towards Safe Control of Continuum Manipulator Using Shielded Multiagent Reinforcement Learning by Guanglin Ji et al
06-17-2021	Prototypical Graph Contrastive Learning by Shuai Lin et al
06-15-2021	Physion: Evaluating Physical Prediction from Vision in Humans and Machines by Daniel M. Bear et al
06-18-2021	How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers by Andreas Steiner et al
06-17-2021	Disinformation, Stochastic Harm, and Costly Filtering: A Principal-Agent Analysis of Regulating Social Media Platforms by Shehroze Khan et al
06-18-2021	Message Passing in Graph Convolution Networks via Adaptive Filter Banks by Xing Gao et al