2020.9.21 AI papers

09-15-2020	Its Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners by Timo Schick et al
09-16-2020	Path Planning using Neural A* Search by Ryo Yonetani et al
09-17-2020	Neural CDEs for Long Time Series via the Log-ODE Method by James Morrill et al
09-16-2020	RDF2Vec Light -- A Lightweight Approach for Knowledge Graph Embeddings by Jan Portisch et al
09-15-2020	Grounded Adaptation for Zero-shot Executable Semantic Parsing by Victor Zhong et al
09-17-2020	DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set by Damir Vrabac et al
09-16-2020	A Human-Computer Duet System for Music Performance by Yuen-Jen Lin et al
09-16-2020	Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News by Reuben Tan et al
09-16-2020	Analysis of Generalizability of Deep Neural Networks Based on the Complexity of Decision Boundary by Shuyue Guan et al
09-16-2020	Type-augmented Relation Prediction in Knowledge Graphs by Zijun Cui et al
09-16-2020	Captum: A unified and generic model interpretability library for PyTorch by Narine Kokhlikyan et al
09-15-2020	A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation by Moin Nadeem et al
09-17-2020	A Multimodal Memes Classification: A Survey and Open Research Issues by Tariq Habib Afridi et al
09-17-2020	MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks by Zhiqiang Shen et al
09-16-2020	GLUCOSE: GeneraLized and COntextualized Story Explanations by Nasrin Mostafazadeh et al
09-16-2020	Transfer Learning in Deep Reinforcement Learning: A Survey by Zhuangdi Zhu et al
09-17-2020	Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning by Bingbing Li et al
09-17-2020	A Linked Aggregate Code for Processing Faces (Revised Version) by Michael Lyons et al
09-17-2020	FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding by Yutai Hou et al
09-16-2020	Temporally Guided Music-to-Body-Movement Generation by Hsuan-Kai Kao et al
09-18-2020	Contextual Semantic Interpretability by Diego Marcos et al
09-15-2020	Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning by Dung Nguyen et al
09-15-2020	Light Can Hack Your Face! Black-box BackdoorAttack on Face Recognition Systems by Haoliang Li et al
09-17-2020	A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning by Yichi Zhang et al
09-15-2020	Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup by Jang-Hyun Kim et al
09-17-2020	GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning by Chang Liu et al
09-18-2020	HTMRL: Biologically Plausible Reinforcement Learning with Hierarchical Temporal Memory by Jakob Struye et al
09-17-2020	The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning by Lorijn Zaadnoordijk et al
09-17-2020	Fast and Accurate Sequence Labeling with Approximate Inference Network by Xinyu Wang et al
09-18-2020	AI and Wargaming by James Goodman et al
09-15-2020	Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet by Victor Makarenkov et al
09-18-2020	Commands 4 Autonomous Vehicles (C4AV) Workshop Summary by Thierry Deruyttere et al
09-17-2020	Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction by Mariya Toneva et al
09-18-2020	Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures by Anirudh Joshi et al
09-15-2020	Gravitational Models Explain Shifts on Human Visual Attention by Dario Zanca et al
09-15-2020	PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation by Fatema Tuz Zohora et al
09-16-2020	Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision by Sathyanarayanan N. Aakur et al
09-16-2020	Compressing Facial Makeup Transfer Networks by Collaborative Distillation and Kernel Decomposition by Bianjiang Yang et al
09-15-2020	Optimal Decision Trees for Nonlinear Metrics by Emir Demirović et al
09-17-2020	Towards Behavior-Level Explanation for Deep Reinforcement Learning by Xuan Chen et al
09-16-2020	TreeGAN: Incorporating Class Hierarchy into Image Generation by Ruisi Zhang et al
09-18-2020	RLzoo: A Comprehensive and Adaptive Reinforcement Learning Library by Zihan Ding et al
09-16-2020	Group-wise Contrastive Learning for Neural Dialogue Generation by Hengyi Cai et al
09-18-2020	GRAC: Self-Guided and Self-Regularized Actor-Critic by Lin Shao et al
09-15-2020	Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding by Martin Kuo et al
09-16-2020	SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph by Marco Anteghini et al
09-15-2020	Critical Thinking for Language Models by Gregor Betz
09-15-2020	Constrained Labeling for Weakly Supervised Learning by Chidubem Arachie et al
09-15-2020	3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks by Sudhakaran Jain et al
09-17-2020	A Contraction Approach to Model-based Reinforcement Learning by Ting-Han Fan et al
09-16-2020	Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users Feedback by Alexandre Letard et al
09-16-2020	Boosting Generalization in Bio-Signal Classification by Learning the Phase-Amplitude Coupling by Abdelhak Lemkhenter et al
09-17-2020	Deep Learning & Software Engineering: State of Research and Future Directions by Prem Devanbu et al
09-17-2020	An Extension of Fanos Inequality for Characterizing Model Susceptibility to Membership Inference Attacks by Sumit Kumar Jha et al
09-15-2020	BERT-QE: Contextualized Query Expansion for Document Re-ranking by Zhi Zheng et al
09-18-2020	RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network by Anson Bastos et al
09-16-2020	Leveraging Semantic Parsing for Relation Linking over Knowledge Bases by Nandana Mihindukulasooriya et al
09-16-2020	Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction by Haoran Zhang et al
09-15-2020	Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation by Soham Chattopadhyay et al
09-15-2020	Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks by Sagar Vaze et al
09-15-2020	A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes by Yuxin Ma et al
09-16-2020	Distilled One-Shot Federated Learning by Yanlin Zhou et al
09-17-2020	ExGAN: Adversarial Generation of Extreme Samples by Siddharth Bhatia et al
09-16-2020	Strategy Proof Mechanisms for Facility Location in Euclidean and Manhattan Space by Toby Walsh
09-16-2020	Strategy Proof Mechanisms for Facility Location at Limited Locations by Toby Walsh
09-16-2020	Large-Scale Intelligent Microservices by Mark Hamilton et al
09-16-2020	PANDA: Predicting the change in proteins binding affinity upon mutations using sequence information by Wajid Arshad Abbasi et al
09-17-2020	Modeling human visual search: A combined Bayesian searcher and saliency map approach for eye movement guidance in natural scenes by M. Sclar et al
09-16-2020	Competitive Ratios for Online Multi-capacity Ridesharing by Meghna Lowalekar et al
09-18-2020	Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis by Daniel Neider et al
09-15-2020	Report prepared by the Montreal AI Ethics Institute (MAIEI) for Publication Norms for Responsible AI by Partnership on AI by Abhishek Gupta et al
09-18-2020	On the Tractability of SHAP Explanations by Guy Van den Broeck et al
09-15-2020	Polyp-artifact relationship analysis using graph inductive learned representations by Roger D. Soberanis-Mukul et al
09-17-2020	Multi-source Data Mining for e-Learning by Julie Bu Daher et al
09-17-2020	The relationship between dynamic programming and active inference: the discrete, finite-horizon case by Lancelot Da Costa et al
09-18-2020	Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control by Simón C. Smith et al
09-17-2020	Online Semi-Supervised Learning in Contextual Bandits with Episodic Reward by Baihan Lin
09-15-2020	Evaluating representations by the complexity of learning low-loss predictors by William F. Whitney et al
09-15-2020	Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction by Rujun Han et al
09-16-2020	Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles by Mayank Raj et al
09-15-2020	MLMLM: Link Prediction with Mean Likelihood Masked Language Model by Louis Clouatre et al
09-15-2020	Autonomous Learning of Features for Control: Experiments with Embodied and Situated Agents by Nicola Milano et al
09-16-2020	Strategy Proof Mechanisms for Facility Location with Capacity Limits by Toby Walsh
09-16-2020	Optimal Sepsis Patient Treatment using Human-in-the-loop Artificial Intelligence by Akash Gupta et al
09-16-2020	Brain tumour segmentation using cascaded 3D densely-connected U-net by Mina Ghaffari et al
09-16-2020	Image Separation with Side Information: A Connected Auto-Encoders Based Approach by Wei Pu et al
09-16-2020	CoDEx: A Comprehensive Knowledge Graph Completion Benchmark by Tara Safavi et al
09-15-2020	Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning by Denghui Zhang et al
09-15-2020	Scaffold-constrained molecular generation by Maxime Langevin et al
09-15-2020	Advancing the Scientific Frontier with Increasingly Autonomous Systems by Rashied Amini et al
09-18-2020	EM-RBR: a reinforced framework for knowledge graph completion from reasoning perspective by Zhaochong An et al
09-16-2020	Video Compression with CNN-based Post Processing by Fan Zhang et al
09-15-2020	An Imprecise Probability Approach for Abstract Argumentation based on Credal Sets by Mariela Morveli-Espinoza et al
09-16-2020	AI-powered Covert Botnet Command and Control on OSNs by Zhi Wang et al
09-17-2020	Structured Attention for Unsupervised Dialogue Structure Induction by Liang Qiu et al
09-18-2020	TotalBotWar: A New Pseudo Real-time Multi-action Game Challenge and Competition for AI by Alejandro Estaben et al
09-16-2020	Dealing with Incompatibilities among Procedural Goals under Uncertainty by Mariela Morveli-Espinoza et al
09-16-2020	Causal Discovery for Causal Bandits utilizing Separating Sets by Arnoud A. W. M. de Kroon et al
09-15-2020	Second-order Neural Network Training Using Complex-step Directional Derivative by Siyuan Shen et al
09-17-2020	Learnable Strategies for Bilateral Agent Negotiation over Multiple Issues by Pallavi Bagga et al
09-15-2020	General DeepLCP model for disease prediction : Case of Lung Cancer by Mayssa Ben Kahla et al
09-15-2020	When Automatic Voice Disguise Meets Automatic Speaker Verification by Linlin Zheng et al
09-16-2020	Planting trees at the right places: Recommending suitable sites for growing trees using algorithm fusion by Pushpendra Rana et al
09-16-2020	Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring by Richard Jones et al
09-15-2020	Approximate spectral clustering using both reference vectors and topology of the network generated by growing neural gas by Kazuhisa Fujita
09-15-2020	Question Directed Graph Attention Network for Numerical Reasoning over Text by Kunlong Chen et al
09-17-2020	Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulations by Szymon Brych et al
09-17-2020	MStream: Fast Streaming Multi-Aspect Group Anomaly Detection by Siddharth Bhatia et al
09-17-2020	Urban Traffic Flow Forecast Based on FastGCRNN by Ya Zhang et al
09-16-2020	One head is better than two: a polynomial restriction for propositional definite Horn forgetting by Paolo Liberatore
09-18-2020	A Visual Language for Composable Inductive Programming by Edward McDaid et al
09-15-2020	Monotonicity in practice of adaptive testing by Martin Plajner et al
09-15-2020	Structural time series grammar over variable blocks by David Rushing Dewhurst
09-15-2020	Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association by Thosini Bamunu Mudiyanselage et al
09-17-2020	Conditional Hybrid GAN for Sequence Generation by Yi Yu et al
09-15-2020	Functional sets with typed symbols: Framework and mixed Polynotopes for hybrid nonlinear reachability and filtering by Christophe Combastel