2021.8.2 AI papers

02-02-2021	The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics by Sebastian Gehrmann et al
02-02-2021	Neural Data Augmentation via Example Extrapolation by Kenton Lee et al
02-04-2021	Unifying Vision-and-Language Tasks via Text Generation by Jaemin Cho et al
02-03-2021	When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data by Peter Hase et al
02-02-2021	Metrics and continuity in reinforcement learning by Charline Le Lan et al
02-02-2021	A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks by Atefeh Shahroudnejad
02-03-2021	Pitfalls of Static Language Modelling by Angeliki Lazaridou et al
02-03-2021	MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records by Zhen Xu et al
02-03-2021	MeInGame: Create a Game Character Face from a Single Portrait by Jiangke Lin et al
02-02-2021	Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search by Federico A. Galatolo et al
02-03-2021	Generative deep learning for decision making in gas networks by Lovis Anderson et al
02-04-2021	Controlling Hallucinations at Word Level in Data-to-Text Generation by Clément Rebuffel et al
02-03-2021	Self-Supervised Claim Identification for Automated Fact Checking by Archita Pathak et al
02-03-2021	Cleora: A Simple, Strong and Scalable Graph Embedding Scheme by Barbara Rychalska et al
02-03-2021	No-reference denoising of low-dose CT projections by Elvira Zainulina et al
02-02-2021	Improving Reinforcement Learning with Human Assistance: An Argument for Human Subject Studies with HIPPO Gym by Matthew E. Taylor et al
02-04-2021	Hybrid Adversarial Inverse Reinforcement Learning by Mingqi Yuan et al
02-02-2021	TAD: Trigger Approximation based Black-box Trojan Detection for AI by Xinqiao Zhang et al
02-03-2021	What Do We See in Them? Identifying Dimensions of Partner Models for Speech Interfaces Using a Psycholexical Approach by Philip R Doyle et al
02-04-2021	ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models by Yugeng Liu et al
02-03-2021	Variance Penalized On-Policy and Off-Policy Actor-Critic by Arushi Jain et al
02-03-2021	Neural Recursive Belief States in Multi-Agent Reinforcement Learning by Pol Moreno et al
02-04-2021	Transfer Learning in Bandits with Latent Continuity by Hyejin Park et al
02-05-2021	Real-time Denoising and Dereverberation with Tiny Recurrent U-Net by Hyeong-Seok Choi et al
02-05-2021	Deep reinforcement learning for smart calibration of radio telescopes by Sarod Yatawatta et al
02-02-2021	Towards Robust Neural Networks via Close-loop Control by Zhuotong Chen et al
02-05-2021	Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity by Jang-Hyun Kim et al
02-04-2021	Triadic Exploration and Exploration with Multiple Experts by Maximilian Felde et al
02-03-2021	Real-Time Optimal Trajectory Planning for Autonomous Vehicles and Lap Time Simulation Using Machine Learning by Sam Garlick et al
02-03-2021	Multimodal-Aware Weakly Supervised Metric Learning with Self-weighting Triplet Loss by Huiyuan Deng et al
02-04-2021	Exploring Scale-Measures of Data Sets by Tom Hanika et al
02-03-2021	A review of motion planning algorithms for intelligent robotics by Chengmin Zhou et al
02-02-2021	Impact of Data Processing on Fairness in Supervised Learning by Sajad Khodadadian et al
02-02-2021	Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles by Yili Hong et al
02-02-2021	Mining Feature Relationships in Data by Andrew Lensen
02-02-2021	Fast Exploration of Weight Sharing Opportunities for CNN Compression by Etienne Dupuis et al
02-05-2021	Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders by Harshana Habaragamuwa et al
02-04-2021	Universal Approximation Theorems of Fully Connected Binarized Neural Networks by Mikail Yayla et al
02-02-2021	Big Data Analytics Applying the Fusion Approach of Multicriteria Decision Making with Deep Learning Algorithms by Swarajya Lakshmi V Papineni et al
02-03-2021	Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond by Guang Yang et al
02-04-2021	Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction by Bhagya Hettige et al
02-03-2021	Variational Bayes survival analysis for unemployment modelling by Pavle Boškoski et al
02-04-2021	Persistent Rule-based Interactive Reinforcement Learning by Adam Bignold et al
02-02-2021	Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition by Zhong Meng et al
02-03-2021	A Bayesian Neural Network based on Dropout Regulation by Claire Theobald et al
02-04-2021	Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning by Vincent M. D'Anniballe et al
02-02-2021	Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning by Letian Zhang et al
02-04-2021	EFloat: Entropy-coded Floating Point Format for Deep Learning by Rajesh Bordawekar et al
02-04-2021	Audio Adversarial Examples: Attacks Using Vocal Masks by Lynnette Ng et al
02-03-2021	SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation by Zhuosheng Zhang et al
02-03-2021	Bootstrapping Multilingual AMR with Contextual Word Alignments by Janaki Sheth et al
02-02-2021	An Abstraction-based Method to Verify Multi-Agent Deep Reinforcement-Learning Behaviours by Pierre El Mqirmi et al
02-02-2021	Towards a reinforcement learning de novo genome assembler by Kleber Padovani et al
02-04-2021	DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues by Juhung Park et al
02-02-2021	Recent Advances in Adversarial Training for Adversarial Robustness by Tao Bai et al
02-04-2021	Generalized Zero-shot Intent Detection via Commonsense Knowledge by A. B. Siddique et al
02-04-2021	Alchemy: A structured task distribution for meta-reinforcement learning by Jane X. Wang et al
02-02-2021	Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning by Kai Cui et al
02-05-2021	Active Slices for Sliced Stein Discrepancy by Wenbo Gong et al
02-02-2021	Facial Manipulation Detection Based on the Color Distribution Analysis in Edge Region by Dong-Keon Kim et al
02-05-2021	Deceptive Reinforcement Learning for Privacy-Preserving Planning by Zhengshang Liu et al
02-04-2021	Machine Learning-Based Automated Design Space Exploration for Autonomous Aerial Robots by Srivatsan Krishnan et al
02-03-2021	On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function by Gellert Weisz et al
02-02-2021	Safe Search for Stackelberg Equilibria in Extensive-Form Games by Chun Kai Ling et al
02-02-2021	Graph Coarsening with Neural Networks by Chen Cai et al
02-02-2021	Size Matters by Mats L. Richter et al
02-03-2021	A Scalable Two Stage Approach to Computing Optimal Decision Sets by Alexey Ignatiev et al
02-03-2021	Hybrid consistency and plausibility verification of product data according to FIC by Christian Schorr
02-02-2021	Exploiting Raw Images for Real-Scene Super-Resolution by Xiangyu Xu et al
02-02-2021	Unassisted Noise Reduction of Chemical Reaction Data Sets by Alessandra Toniato et al
02-02-2021	On Robustness of Neural Semantic Parsers by Shuo Huang et al
02-02-2021	Causal Collaborative Filtering by Shuyuan Xu et al
02-05-2021	Addressing Inherent Uncertainty: Risk-Sensitive Behavior Generation for Automated Driving using Distributional Reinforcement Learning by Julian Bernhard et al
02-05-2021	Understanding Emails and Drafting Responses -- An Approach Using GPT-3 by Jonas Thiergart et al
02-03-2021	A Possible Artificial Intelligence Ecosystem Avatar: the Moorea case (IDEA) by Jean-Pierre Barriot et al
02-05-2021	Removing biased data to improve fairness and accuracy by Sahil Verma et al
02-03-2021	Object and Relation Centric Representations for Push Effect Prediction by Ahmet E. Tekden et al
02-04-2021	PredCoin: Defense against Query-based Hard-label Attack by Junfeng Guo et al
02-02-2021	Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces by Sensong An et al
02-02-2021	Benchmarking Quantized Neural Networks on FPGAs with FINN by Quentin Ducasse et al
02-05-2021	Sparse Reward Exploration via Novelty Search and Emitters by Giuseppe Paolo et al
02-04-2021	Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions by Eneko Osaba et al
02-02-2021	Clustering with Penalty for Joint Occurrence of Objects: Computational Aspects by Ondřej Sokol et al
02-02-2021	The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient by Yuval Shahar
02-03-2021	Focusing Knowledge-based Graph Argument Mining via Topic Modeling by Patrick Abels et al
02-04-2021	Disambiguation of weak supervision with exponential convergence rates by Vivien Cabannes et al
02-05-2021	A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning by Huaizheng Zhang et al
02-05-2021	Measuring Utility and Privacy of Synthetic Genomic Data by Bristena Oprisanu et al
02-02-2021	Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder by Longyuan Li et al
02-02-2021	Graph Classification Based on Skeleton and Component Features by Xue Liu et al
02-02-2021	Agent Incentives: A Causal Perspective by Tom Everitt et al
02-02-2021	Predicting the Time Until a Vehicle Changes the Lane Using LSTM-based Recurrent Neural Networks by Florian Wirthmüller et al
02-02-2021	Near-Optimal Offline Reinforcement Learning via Double Variance Reduction by Ming Yin et al
02-03-2021	Causal Sufficiency and Actual Causation by Sander Beckers
02-04-2021	Toward a Rational and Ethical Sociotechnical System of Autonomous Vehicles: A Novel Application of Multi-Criteria Decision Analysis by Veljko Dubljević et al
02-02-2021	QoS-Aware Power Minimization of Distributed Many-Core Servers using Transfer Q-Learning by Dainius Jenkus et al
02-02-2021	pseudo-Bayesian Neural Networks for detecting Out of Distribution Inputs by Gagandeep Singh et al
02-04-2021	Adversarial Training Makes Weight Loss Landscape Sharper in Logistic Regression by Masanori Yamada et al
02-02-2021	Truly Sparse Neural Networks at Scale by Selima Curci et al
02-04-2021	Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training by Shiwei Liu et al
02-05-2021	Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems by Yiwei Bai et al
02-05-2021	An advantage actor-critic algorithm for robotic motion planning in dense and dynamic scenarios by Chengmin Zhou et al
02-05-2021	Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning by Julian Bernhard et al
02-05-2021	Hyperspherical embedding for novel class classification by Rafael S. Pereira et al
02-05-2021	I Dont Think So: Disagreement-Based Policy Summaries for Comparing Agents by Yotam Amitai et al
02-05-2021	Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge by Sumithra Bhakthavatsalam et al
02-03-2021	Improved Cooperation by Exploiting a Common Signal by Panayiotis Danassis et al
02-03-2021	A Bayesian Federated Learning Framework with Multivariate Gaussian Product by Liangxi Liu et al
02-05-2021	Risk-Constrained Interactive Safety under Behavior Uncertainty for Autonomous Driving by Julian Bernhard et al
02-02-2021	Directive Explanations for Actionable Explainability in Machine Learning Applications by Ronal Singh et al
02-05-2021	Spell Correction for Azerbaijani Language using Deep Neural Networks by Ahmad Ahmadzade et al
02-02-2021	Modular approach to data preprocessing in ALOHA and application to a smart industry use case by Cristina Chesta et al
02-02-2021	Real-time detection of uncalibrated sensors using Neural Networks by Luis J. Muñoz-Molina et al
02-02-2021	Towards Multi-agent Reinforcement Learning for Wireless Network Protocol Synthesis by Hrishikesh Dutta et al
02-03-2021	The Archerfish Hunting Optimizer: a novel metaheuristic algorithm for global optimization by Farouq Zitouni et al
02-04-2021	Materializing Knowledge Bases via Trigger Graphs by Efthymia Tsamoura et al
02-05-2021	CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks by Ana Lucic et al
02-02-2021	A metaheuristic for crew scheduling in a pickup-and-delivery problem with time windows by Mauro Lucci et al
02-02-2021	Report of the Workshop on Program Synthesis for Scientific Computing by Hal Finkel et al
02-04-2021	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction by Allison Lahnala et al
02-02-2021	Subdimensional Expansion for Multi-objective Multi-agent Path Finding by Zhongqiang Ren et al
02-02-2021	Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS) by Richard Hawkins et al
02-04-2021	Egalitarian Judgment Aggregation by Sirin Botan et al
02-05-2021	Pedestrian Simulation: A Review by Amir Rasouli
02-04-2021	A 5 \mu W Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing by Manuel Eggimann et al
02-04-2021	Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection by Nguyen Vo et al
02-03-2021	Social Network Analysis of Hadith Narrators from Sahih Bukhari by Tanvir Alam et al
02-04-2021	Undecidability of Underfitting in Learning Algorithms by Sonia Sehra et al
02-04-2021	Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images by Joseph Stember et al
02-04-2021	Aggregating Bipolar Opinions (With Appendix) by Stefan Lauren et al
02-04-2021	Comparing State-of-the-Art and Emerging Augmented Reality Interfaces for Autonomous Vehicle-to-Pedestrian Communication by F. Gabriele Pratticò et al
02-05-2021	Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery by Shuliang Xu et al
02-04-2021	ChainCQG: Flow-Aware Conversational Question Generation by Jing Gu et al
02-04-2021	The EpiBench Platform to Propel AI/ML-based Epidemic Forecasting: A Prototype Demonstration Reaching Human Expert-level Performance by Ajitesh Srivastava et al