2021.10.18 AI papers

10-12-2021	Aspect-driven User Preference and News Representation Learning for News Recommendation by Rongyao Wang et al
10-13-2021	Life is not black and white -- Combining Semi-Supervised Learning with fuzzy labels by Lars Schmarje et al
10-13-2021	A Speaker-aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-turn Dialogue Generation by Zihao Wang et al
10-12-2021	Fake News Detection in Spanish Using Deep Learning Techniques by Kevin Martínez-Gallego et al
10-15-2021	Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System by Stephanie Holly et al
10-15-2021	Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent? by Daniela Mihai et al
10-15-2021	Towards Better Plasticity-Stability Trade-off in Incremental Learning: A simple Linear Connector by Guoliang Lin et al
10-15-2021	Estimation and Prediction of Deterministic Human Intent Signal to augment Haptic Glove aided Control of Robotic Hand by Rajesh Kumar et al
10-12-2021	Open Player Modeling: Empowering Players through Data Transparency by Jichen Zhu et al
10-13-2021	OPEn: An Open-ended Physics Environment for Learning Without a Task by Chuang Gan et al
10-12-2021	Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models by Ryosuke Sawata et al
10-14-2021	Making Document-Level Information Extraction Right for the Right Reasons by Liyan Tang et al
10-12-2021	Speech Summarization using Restricted Self-Attention by Roshan Sharma et al
10-15-2021	Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation by Victor Villin et al
10-13-2021	Semantic Image Fusion by P. R. Hill et al
10-13-2021	Block Contextual MDPs for Continual Learning by Shagun Sodhani et al
10-12-2021	Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents by Shivansh Patel et al
10-12-2021	Feudal Reinforcement Learning by Reading Manuals by Kai Wang et al
10-12-2021	SAR-Net: A Scenario-Aware Ranking Network for PersonalizedFair Recommendation in Hundreds of Travel Scenarios by Qijie Shen et al
10-12-2021	ActiveEA: Active Learning for Neural Entity Alignment by Bing Liu et al
10-13-2021	Truthful AI: Developing and governing AI that does not lie by Owain Evans et al
10-12-2021	Zero-bias Deep Neural Network for Quickest RF Signal Surveillance by Yongxin Liu et al
10-15-2021	Reappraising Domain Generalization in Neural Networks by Sarath Sivaprasad et al
10-15-2021	NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem by Liang Xin et al
10-13-2021	Reinforcement Learning for Standards Design by Shahrukh Khan Kasi et al
10-13-2021	Traceback of Data Poisoning Attacks in Neural Networks by Shawn Shan et al
10-14-2021	Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding by Sijia Wang et al
10-13-2021	Two-argument activation functions learn soft XOR operations like cortical neurons by Kijung Yoon et al
10-13-2021	Ego4D: Around the World in 3,000 Hours of Egocentric Video by Kristen Grauman et al
10-12-2021	Topic-time Heatmaps for Human-in-the-loop Topic Detection and Tracking by Doug Beeferman et al
10-14-2021	HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media by nargyros Chatzitofis et al
10-12-2021	A Survey on Legal Question Answering Systems by Jorge Martinez-Gil
10-12-2021	Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be by Valerio Biscione et al
10-14-2021	SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures by Megan Ung et al
10-15-2021	Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text by Maya Varma et al
10-12-2021	Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement by Guochen Yu et al
10-15-2021	Value Penalized Q-Learning for Recommender Systems by Chengqian Gao et al
10-14-2021	CNN-DST: ensemble deep learning based on Dempster-Shafer theory for vibration-based fault recognition by Vahid Yaghoubi et al
10-12-2021	Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects by Charlotte Caucheteux et al
10-12-2021	Program Transfer and Ontology Awareness for Semantic Parsing in KBQA by Shulin Cao et al
10-13-2021	Dict-BERT: Enhancing Language Model Pre-training with Dictionary by Wenhao Yu et al
10-13-2021	MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction by Linhan Zhang et al
10-14-2021	Looper: An end-to-end ML platform for product decisions by Igor L. Markov et al
10-13-2021	Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese by Zhuosheng Zhang et al
10-14-2021	The Neural MMO Platform for Massively Multiagent Research by Joseph Suarez et al
10-14-2021	DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors by Anargyros Chatzitofis et al
10-13-2021	Knowledge Graph-enhanced Sampling for Conversational Recommender System by Mengyuan Zhao et al
10-12-2021	Robust Glare Detection: Review, Analysis, and Dataset Release by Mahdi Abolfazli Esfahani et al
10-12-2021	Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar by Lorenzo Servadei et al
10-13-2021	Improving the Robustness to Variations of Objects and Instructions with a Neuro-Symbolic Approach for Interactive Instruction Following by Kazutoshi Shinoda et al
10-13-2021	SSSNET: Semi-Supervised Signed Network Clustering by Yixuan He et al
10-12-2021	Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning by Dongjie Wang et al
10-15-2021	Simulation of emergence in artificial societies: a practical model-based approach with the EB-DEVS formalism by Daniel Foguelman et al
10-13-2021	NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment by Julia Kiseleva et al
10-13-2021	Well-classified Examples are Underestimated in Classification with Deep Neural Networks by Guangxiang Zhao et al
10-13-2021	Towards a fully RL-based Market Simulator by Leo Ardon et al
10-12-2021	GridLearn: Multiagent Reinforcement Learning for Grid-Aware Building Energy Management by Aisling Pigott et al
10-12-2021	Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation by Weitong Zhang et al
10-12-2021	Robust Neural Regression via Uncertainty Learning by Akib Mashrur et al
10-13-2021	An algorithm for a fairer and better voting system by Gabriel-Claudiu Grama
10-13-2021	Improving Users Mental Model with Attention-directed Counterfactual Edits by Kamran Alipour et al
10-14-2021	Order Constraints in Optimal Transport by Fabian Lim et al
10-13-2021	Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy by Lars Schmarje et al
10-12-2021	The Sigma-Max System Induced from Randomness and Fuzziness by Wei Mei et al
10-15-2021	Role Similarity Metric Based on Spanning Rooted Forest by Qi Bao et al
10-13-2021	Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating by Kun Yi et al
10-12-2021	Efficient Bayesian network structure learning via local Markov boundary search by Ming Gao et al
10-14-2021	Building Chinese Biomedical Language Models via Multi-Level Text Discrimination by Quan Wang et al
10-14-2021	UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning by Yuning Mao et al
10-14-2021	GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems by Bosheng Ding et al
10-12-2021	HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization by Ye Liu et al
10-13-2021	Safe Driving via Expert Guided Policy Optimization by Zhenghao Peng et al
10-13-2021	CONetV2: Efficient Auto-Channel Size Optimization for CNNs by Yi Ru Wang et al
10-12-2021	AVoE: A Synthetic 3D Dataset on Understanding Violation of Expectation for Artificial Cognition by Arijit Dasgupta et al
10-14-2021	Hybrid Quantum-Classical Neural Network for Cloud-supported In-Vehicle Cyberattack Detection by Mhafuzul Islam et al
10-13-2021	LENS: Localization enhanced by NeRF synthesis by Arthur Moreau et al
10-12-2021	Uncertainty-based out-of-distribution detection requires suitable function space priors by Francesco D'Angelo et al
10-12-2021	Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables by Alireza Abedin et al
10-14-2021	Towards Understanding the Data Dependency of Mixup-style Training by Muthu Chidambaram et al
10-14-2021	Non-deep Networks by Ankit Goyal et al
10-14-2021	Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units by Kenny Young
10-14-2021	ContraQA: Question Answering under Contradicting Contexts by Liangming Pan et al
10-15-2021	Few-Shot Bot: Prompt-Based Learning for Dialogue Systems by Andrea Madotto et al
10-13-2021	2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7T by Nilser J. Laines Medina et al
10-15-2021	Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning by Yujia Qin et al
10-14-2021	Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning by Soobee Lee et al
10-13-2021	Out-of-Distribution Robustness in Deep Learning Compression by Eric Lei et al
10-13-2021	Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation by Florian Mai et al
10-15-2021	Using DeepProbLog to perform Complex Event Processing on an Audio Stream by Marc Roig Vilamala et al
10-13-2021	HEDP: A Method for Early Forecasting Software Defects based on Human Error Mechanisms by Fuqun Huang et al
10-12-2021	Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution by Arash Mahyari et al
10-13-2021	Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer by Fanchao Qi et al
10-12-2021	SoftNeuro: Fast Deep Inference using Multi-platform Optimization by Masaki Hilaga et al
10-13-2021	Scalable Anytime Algorithms for Learning Formulas in Linear Temporal Logic by Ritam Raha et al
10-13-2021	Exploring Dense Retrieval for Dialogue Response Selection by Tian Lan et al
10-15-2021	Generating Natural Language Adversarial Examples through An Improved Beam Search Algorithm by Tengfei Zhao et al
10-14-2021	Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help? by Fahimeh Saleh et al
10-13-2021	Towards Efficient NLP: A Standard Evaluation and A Strong Baseline by Xiangyang Liu et al
10-13-2021	Compliance checking in reified IO logic via SHACL by Livio Robaldo et al
10-12-2021	MGH: Metadata Guided Hypergraph Modeling for Unsupervised Person Re-identification by Yiming Wu et al
10-15-2021	SaLinA: Sequential Learning of Agents by Ludovic Denoyer et al
10-14-2021	Semi-automated checking for regulatory compliance in e-Health by Ilaria Angela Amantea et al
10-14-2021	HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism by Zhiwei Xu et al
10-12-2021	Exact and Bounded Collision Probability for Motion Planning under Gaussian Uncertainty by Antony Thomas et al
10-12-2021	ABO: Dataset and Benchmarks for Real-World 3D Object Understanding by Jasmine Collins et al
10-15-2021	Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time Series by Félix Quinton et al
10-15-2021	A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments by Hung Son Nguyen et al
10-13-2021	Vibration-Based Condition Monitoring By Ensemble Deep Learning by Vahid Yaghoubi et al
10-12-2021	OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages by Prem Selvaraj et al
10-13-2021	Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers by Gabriele Prato et al
10-13-2021	A Novel Clustering-Based Algorithm for Continuous and Non-invasive Cuff-Less Blood Pressure Estimation by Ali Farki et al
10-13-2021	Bandits Dont Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits by Julia Kreutzer et al
10-12-2021	A Categorical Semantics of Fuzzy Concepts in Conceptual Spaces by Sean Tull
10-14-2021	Solving Large Break Minimization Problems in a Mirrored Double Round-robin Tournament Using Quantum Annealing by Michiya Kuramata et al
10-12-2021	Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card by Hsin-Hsuan Sung et al
10-14-2021	Safety-aware Policy Optimisation for Autonomous Racing by Bingqing Chen et al
10-15-2021	Integrating diverse extraction pathways using iterative predictions for Multilingual Open Information Extraction by Bhushan Kotnis et al
10-15-2021	A Survey on State-of-the-art Techniques for Knowledge Graphs Construction and Challenges ahead by Ali Hur et al
10-15-2021	Efficiently Solve the Max-cut Problem via a Quantum Qubit Rotation Algorithm by Xin Wang
10-12-2021	Federated Natural Language Generation for Personalized Dialogue System by Yujie Lu et al
10-12-2021	Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method by James Kotary et al
10-13-2021	Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps by Nico Courts et al
10-13-2021	Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization by Syrine Belakaria et al
10-13-2021	Interpretable AI forecasting for numerical relativity waveforms of quasi-circular, spinning, non-precessing binary black hole mergers by Asad Khan et al
10-12-2021	Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula by Sagar Malhotra et al
10-14-2021	The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization by Róbert Csordás et al
10-14-2021	Retrieval-guided Counterfactual Generation for QA by Bhargavi Paranjape et al
10-14-2021	Compressibility of Distributed Document Representations by Blaž Škrlj et al
10-14-2021	Relation-aware Heterogeneous Graph for User Profiling by Qilong Yan et al
10-12-2021	Mention Memory: incorporating textual knowledge into Transformers through entity mention attention by Michiel de Jong et al
10-14-2021	Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models by Forrest Huang et al
10-12-2021	Implicit Bias of Linear Equivariant Networks by Hannah Lawrence et al
10-15-2021	Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks by Yangyi Chen et al
10-15-2021	LPRules: Rule Induction in Knowledge Graphs Using Linear Programming by Sanjeeb Dash et al
10-15-2021	Dual-Arm Adversarial Robot Learning by Elie Aljalbout
10-15-2021	SAT Encodings for Pseudo-Boolean Constraints Together With At-Most-One Constraints by Miquel Bofill et al
10-14-2021	Machine Learning Algorithms In User Authentication Schemes by Laura Pryor et al
10-13-2021	The Dawn of Quantum Natural Language Processing by Riccardo Di Sipio et al
10-13-2021	Considering user agreement in learning to predict the aesthetic quality by Suiyi Ling et al
10-13-2021	ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers by Haitian Sun et al
10-12-2021	Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI by Yangqiaoyu Zhou et al
10-12-2021	Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble by Songyao Jiang et al
10-14-2021	Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models by Xin Zhou et al
10-15-2021	Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification by Henrik Riedel et al
10-14-2021	Interactive Analysis of CNN Robustness by Stefan Sietzen et al
10-14-2021	Graph Condensation for Graph Neural Networks by Wei Jin et al
10-12-2021	Relative Molecule Self-Attention Transformer by Łukasz Maziarka et al
10-13-2021	Representing Matrices Using Algebraic ZX-calculus by Quanlong Wang
10-13-2021	Extending Environments To Measure Self-Reflection In Reinforcement Learning by Samuel Allen Alexander et al
10-13-2021	TAG: Toward Accurate Social Media Content Tagging with a Concept Graph by Jiuding Yang et al
10-14-2021	Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution by Yunshi Huang et al
10-14-2021	A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation by Shen Liu et al
10-14-2021	Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization by Junhao Yan et al
10-12-2021	Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression by Zhuang Shao et al
10-14-2021	Occupancy Estimation from Thermal Images by Zishan Qin et al
10-14-2021	BI-RADS BERT & Using Section Tokenization to Understand Radiology Reports by Grey Kuling et al
10-13-2021	Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling by Yaxiong Yuan et al
10-12-2021	Harnessing the Conditioning Sensorium for Improved Image Translation by Cooper Nederhood et al
10-14-2021	Learning Semantics: An Opportunity for Effective 6G Communications by Mohamed Sana et al
10-15-2021	Adversarial Attacks on ML Defense Models Competition by Yinpeng Dong et al
10-12-2021	Balancing Average and Worst-case Accuracy in Multitask Learning by Paul Michel et al
10-13-2021	On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning by Guy Tennenholtz et al
10-12-2021	StARformer: Transformer with State-Action-Reward Representations by Jinghuan Shang et al
10-12-2021	Planning from Pixels in Environments with Combinatorially Hard Search Spaces by Marco Bagatella et al
10-12-2021	Temporal Abstraction in Reinforcement Learning with the Successor Representation by Marlos C. Machado et al
10-12-2021	Learning to Select Historical News Articles for Interaction based Neural News Recommendation by Peitian Zhang et al
10-15-2021	A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone by Chinazunwa Uwaoma et al
10-15-2021	Certainty Modeling of a Decision Support System for Mobile Monitoring of Exercise induced Respiratory Conditions by Chinazunwa Uwaoma et al
10-13-2021	Detecting Modularity in Deep Neural Networks by Shlomi Hod et al
10-14-2021	LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing by Dora Jambor et al
10-14-2021	Exposing Query Identification for Search Transparency by Ruohan Li et al
10-13-2021	Object DGCNN: 3D Object Detection using Dynamic Graphs by Yue Wang et al
10-13-2021	DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries by Yue Wang et al
10-14-2021	Practical Benefits of Feature Feedback Under Distribution Shift by Anurag Katakkar et al
10-12-2021	Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond) by Kristof Meding et al
10-13-2021	Boosting the Certified Robustness of L-infinity Distance Nets by Bohang Zhang et al