2021.7.26 AI papers

07-20-2021	Similarity metrics for Different Market Scenarios in Abides by Diego Pino et al
07-20-2021	An Empirical Analysis of Measure-Valued Derivatives for Policy Gradients by João Carvalho et al
07-20-2021	Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning by Kaylee Burns et al
07-22-2021	What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis by Thi Ngoc Tho Nguyen et al
07-22-2021	CNN-based Realized Covariance Matrix Forecasting by Yanwen Fang et al
07-20-2021	What Do You Get When You Cross Beam Search with Nucleus Sampling? by Uri Shaham et al
07-20-2021	Edge of chaos as a guiding principle for modern neural network training by Lin Zhang et al
07-23-2021	Joint Shapley values: a measure of joint feature importance by Chris Harris et al
07-20-2021	Accelerating Edge Intelligence via Integrated Sensing and Communication by Tong Zhang et al
07-23-2021	Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series by Satya Narayan Shukla et al
07-23-2021	Machine Learning with a Reject Option: A survey by Kilian Hendrickx et al
07-20-2021	Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity by Shuangli Li et al
07-21-2021	Evaluation of In-Person Counseling Strategies To Develop Physical Activity Chatbot for Women by Kai-Hui Liang et al
07-21-2021	Demonstration-Guided Reinforcement Learning with Learned Skills by Karl Pertsch et al
07-21-2021	Neural Fixed-Point Acceleration for Convex Optimization by Shobha Venkataraman et al
07-20-2021	Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions by Eoin Delaney et al
07-21-2021	Shedding some light on Light Up with Artificial Intelligence by Libo Sun et al
07-20-2021	Large-scale graph representation learning with very deep GNNs and self-supervision by Ravichandra Addanki et al
07-21-2021	Multi-modal Residual Perceptron Network for Audio-Video Emotion Recognition by Xin Chang et al
07-20-2021	Built-in Elastic Transformations for Improved Robustness by Sadaf Gulshad et al
07-20-2021	Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning by Denis Yarats et al
07-20-2021	Different kinds of cognitive plausibility: why are transformers better than RNNs at predicting N400 amplitude? by James A. Michaelov et al
07-21-2021	Machine Learning Characterization of Cancer Patients-Derived Extracellular Vesicles using Vibrational Spectroscopies by Abicumaran Uthamacumaran et al
07-20-2021	Algorithm Selection on a Meta Level by Alexander Tornede et al
07-20-2021	MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning by Xueping Peng et al
07-20-2021	WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset by Luyu Wang et al
07-21-2021	MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking by Xiao Wang et al
07-21-2021	How to Tell Deep Neural Networks What We Know by Tirtharaj Dash et al
07-20-2021	An Efficient Multi-objective Evolutionary Approach for Solving the Operation of Multi-Reservoir System Scheduling in Hydro-Power Plants by C. G. Marcelino et al
07-23-2021	Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability by Benjamin Marais et al
07-22-2021	Learning Quadruped Locomotion Policies with Reward Machines by David DeFazio et al
07-20-2021	Human Perception of Audio Deepfakes by Nicolas M. Müller et al
07-21-2021	Uncertainty-Aware Task Allocation for Distributed Autonomous Robots by Liang Sun et al
07-21-2021	Distribution of Classification Margins: Are All Data Equal? by Andrzej Banburski et al
07-23-2021	Bias Loss for Mobile Neural Networks by Lusine Abrahamyan et al
07-22-2021	Resource Efficient Mountainous Skyline Extraction using Shallow Learning by Touqeer Ahmad et al
07-22-2021	Pruning Ternary Quantization by Dan Liu et al
07-21-2021	SituationCO v1.2s Terms, Properties, Relationships and Axioms -- A Core Ontology for Particular and Generic Situations by Luis Olsina et al
07-23-2021	Exploring Deep Registration Latent Spaces by Théo Estienne et al
07-22-2021	Typing assumptions improve identification in causal discovery by Philippe Brouillard et al
07-22-2021	A Framework for Imbalanced Time-series Forecasting by Luis P. Silvestrin et al
07-21-2021	MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments by Dimitrios I. Koutras et al
07-21-2021	CL4AC: A Contrastive Loss for Audio Captioning by Xubo Liu et al
07-21-2021	Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning by Xubo Liu et al
07-22-2021	Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark by Mohammad Nabi Omidvar et al
07-21-2021	Optimal Operation of Power Systems with Energy Storage under Uncertainty: A Scenario-based Method with Strategic Sampling by Ren Hu et al
07-20-2021	FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos by Sanchita Ghose et al
07-23-2021	User Preferences and the Shortest Path by Isabella Kreller et al
07-23-2021	Constellation: Learning relational abstractions over objects for compositional imagination by James C. R. Whittington et al
07-22-2021	Philosophical Specification of Empathetic Ethical Artificial Intelligence by Michael Timothy Bennett et al
07-23-2021	An Improved Algorithm of Robot Path Planning in Complex Environment Based on Double DQN by Fei Zhang et al
07-22-2021	HARP-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding by Darius Petermann et al
07-21-2021	Reinforcement Learning Agent Training with Goals for Real World Tasks by Xuan Zhao et al
07-21-2021	A Deep Reinforcement Learning Approach for Fair Traffic Signal Control by Majid Raeis et al
07-22-2021	Abstract Reasoning via Logic-guided Generation by Sihyun Yu et al
07-20-2021	CogME: A Novel Evaluation Metric for Video Understanding Intelligence by Minjung Shin et al
07-21-2021	Learning Theorem Proving Components by Karel Chvalovský et al
07-22-2021	Multiple Query Optimization using a Hybrid Approach of Classical and Quantum Computing by Tobias Fankhauser et al
07-20-2021	Improving Sentence-Level Relation Extraction through Curriculum Learning by Seongsik Park et al
07-22-2021	Neural Ordinary Differential Equation Model for Evolutionary Subspace Clustering and Its Applications by Mingyuan Bai et al
07-22-2021	Efficient Neural Causal Discovery without Acyclicity Constraints by Phillip Lippe et al
07-22-2021	Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference by Xiaofeng Liu et al
07-20-2021	Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible? by Steve Hanneke
07-20-2021	Critic Guided Segmentation of Rewarding Objects in First-Person Views by Andrew Melnik et al
07-23-2021	MCDAL: Maximum Classifier Discrepancy for Active Learning by Jae Won Cho et al
07-20-2021	High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series by Hugo Vinicius Bitencourt et al
07-21-2021	An artificial intelligence natural language processing pipeline for information extraction in neuroradiology by Henry Watkins et al
07-21-2021	Peer Selection with Noisy Assessments by Omer Lev et al
07-22-2021	A Logic of Expertise by Joseph Singleton
07-21-2021	Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks by Zhiqian Chen et al
07-22-2021	A reinforcement learning approach to resource allocation in genomic selection by Saba Moeinizade et al
07-23-2021	LocalGLMnet: interpretable deep learning for tabular data by Ronald Richman et al
07-20-2021	Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics by Krishan Rana et al
07-20-2021	Significant Wave Height Prediction based on Wavelet Graph Neural Network by Delong Chen et al
07-21-2021	Strategic Mitigation of Agent Inattention in Drivers with Open-Quantum Cognition Models by Qizi Zhang et al
07-21-2021	Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification by Leopoldo Bertossi et al
07-22-2021	Copy and Paste method based on Pose for Re-identification by Cheng Yang
07-20-2021	Semantic Reasoning with Differentiable Graph Transformations by Alberto Cetoli
07-20-2021	Multi-agent Reinforcement Learning Improvement in a Dynamic Environment Using Knowledge Transfer by Mahnoosh Mahdavimoghaddama et al
07-23-2021	HURRA! Human readable router anomaly detection by Jose M. Navarro et al
07-23-2021	Generative adversarial networks in time series: A survey and taxonomy by Eoin Brophy et al
07-20-2021	Learning Altruistic Behaviours in Reinforcement Learning without External Rewards by Tim Franzmeyer et al
07-20-2021	Hybrid neural network reduced order modelling for turbulent flows with geometric parameters by Matteo Zancanaro et al
07-20-2021	QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries by Jie Lei et al
07-20-2021	DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation by Li Gao et al
07-21-2021	Digital Einstein Experience: Fast Text-to-Speech for Conversational AI by Joanna Rownicka et al
07-22-2021	Improving Polyphonic Sound Event Detection on Multichannel Recordings with the S{\o}rensen-Dice Coefficient Loss and Transfer Learning by Karn N. Watcharasupat et al
07-20-2021	Learning MR-Sort Models from Non-Monotone Data by Pegdwende Minoungou et al
07-23-2021	Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation by Bingqian Lin et al
07-22-2021	On the Certified Robustness for Ensemble Models and Beyond by Zhuolin Yang et al
07-22-2021	Dialogue Object Search by Monica Roy et al
07-21-2021	Training Electric Vehicle Charging Controllers with Imitation Learning by Martin Pilát