2021.9.13 AI papers

09-08-2021	DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation by Antoine Chevrot et al
09-07-2021	Effective and interpretable dispatching rules for dynamic job shops via guided empirical learning by Cristiane Ferreira et al
09-07-2021	Robust Predictable Control by Benjamin Eysenbach et al
09-07-2021	Generate & Rank: A Multi-task Framework for Math Word Problems by Jianhao Shen et al
09-07-2021	POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling by Zeyang Liu et al
09-08-2021	PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems by Ting-Han Fan et al
09-09-2021	Learning Opinion Summarizers by Selecting Informative Reviews by Arthur Bražinskas et al
09-07-2021	Smart Automotive Technology Adherence to the Law: (De)Constructing Road Rules for Autonomous System Development, Verification and Safety by Scott McLachlan et al
09-07-2021	HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning by Xinjun Cai et al
09-07-2021	CyGIL: A Cyber Gym for Training Autonomous Agents over Emulated Network Systems by Li Li et al
09-08-2021	Convergence of Batch Asynchronous Stochastic Approximation With Applications to Reinforcement Learning by Rajeeva L. Karandikar et al
09-07-2021	On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings by Peter Jansen et al
09-07-2021	ExCode-Mixed: Explainable Approaches towards Sentiment Analysis on Code-Mixed Data using BERT models by Aman Priyanshu et al
09-07-2021	On the impact of MDP design for Reinforcement Learning agents in Resource Management by Renato Luiz de Freitas Cunha et al
09-07-2021	PAUSE: Positive and Annealed Unlabeled Sentence Embedding by Lele Cao et al
09-10-2021	Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-field Speech Recognition by Rong Gong et al
09-07-2021	Dutch Comfort: The limits of AI governance through municipal registers by Corinne Cath et al
09-09-2021	Smoothed Contrastive Learning for Unsupervised Sentence Embedding by Xing Wu et al
09-09-2021	Fusing task-oriented and open-domain dialogues in conversational agents by Tom Young et al
09-07-2021	Aspartix-V21 by Wolfgang Dvořák et al
09-07-2021	The pyglaf argumentation reasoner (ICCMA2021) by Mario Alviano
09-08-2021	Attributing Fair Decisions with Attention Interventions by Ninareh Mehrabi et al
09-10-2021	Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning by Li Zhou et al
09-10-2021	PIP: Physical Interaction Prediction via Mental Imagery with Span Selection by Jiafei Duan et al
09-10-2021	Enhancing Unsupervised Anomaly Detection with Score-Guided Network by Zongyuan Huang et al
09-08-2021	TrAISformer-A generative transformer for AIS trajectory prediction by Duong Nguyen et al
09-08-2021	Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models by Steven Y. Feng et al
09-09-2021	ECQxx: Explainability-Driven Quantization for Low-Bit and Sparse DNNs by Daniel Becking et al
09-07-2021	Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression by Canwen Xu et al
09-07-2021	Sequential Attention Module for Natural Language Processing by Mengyuan Zhou et al
09-08-2021	Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization by Fan Wang et al
09-10-2021	How Can Subgroup Discovery Help AIOps? by Youcef Remil
09-07-2021	Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge by Ye Liu et al
09-08-2021	Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi by Saurabh Gaikwad et al
09-08-2021	Highly Parallel Autoregressive Entity Linking with Discriminative Correction by Nicola De Cao et al
09-09-2021	NEAT: Neural Attention Fields for End-to-End Autonomous Driving by Kashyap Chitta et al
09-08-2021	Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms by Sumedh A Sontakke et al
09-09-2021	Eliciting Information with Partial Signals in Repeated Games by Yutong Wu et al
09-09-2021	DAN: Decentralized Attention-based Neural Network to Solve the MinMax Multiple Traveling Salesman Problem by Yuhong Cao et al
09-09-2021	KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs by Yinquan Lu et al
09-08-2021	NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction by Yi Sun et al
09-08-2021	LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR by Florent Bartoccioni et al
09-08-2021	Active Learning by Acquiring Contrastive Examples by Katerina Margatina et al
09-10-2021	Secondary control activation analysed and predicted with explainable AI by Johannes Kruse et al
09-07-2021	Fudge: A light-weight solver for abstract argumentation based on SAT reductions by Matthias Thimm et al
09-08-2021	Tactile Image-to-Image Disentanglement of Contact Geometry from Motion-Induced Shear by Anupam K. Gupta et al
09-09-2021	BeamTransformer: Microphone Array-based Overlapping Speech Detection by Siqi Zheng et al
09-08-2021	Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs by Zhepeng Wang et al
09-08-2021	Panoptic nuScenes: A Large-Scale Benchmark for LiDAR Panoptic Segmentation and Tracking by Whye Kit Fong et al
09-09-2021	Dynamic Modeling of Hand-Object Interactions via Tactile Sensing by Qiang Zhang et al
09-09-2021	Deciphering Environmental Air Pollution with Large Scale City Data by Mayukh Bhattacharyya et al
09-09-2021	MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction by Manqing Dong et al
09-09-2021	TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting by Haohai Sun et al
09-09-2021	Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing by Haozhe Liu et al
09-07-2021	Malware Squid: A Novel IoT Malware Traffic Analysis Framework using Convolutional Neural Network and Binary Visualisation by Robert Shire et al
09-07-2021	Identifying Influential Nodes in Two-mode Data Networks using Formal Concept Analysis by Mohamed-Hamza Ibrahim et al
09-08-2021	Distributionally Robust Multilingual Machine Translation by Chunting Zhou et al
09-10-2021	Automated Machine Learning, Bounded Rationality, and Rational Metareasoning by Eyke Hüllermeier et al
09-09-2021	TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems by S. V. Thiruloga et al
09-09-2021	Towards Transferable Adversarial Attacks on Vision Transformers by Zhipeng Wei et al
09-09-2021	From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinsteins Theory of Explanation by Francesco Sovrano et al
09-08-2021	OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings by Yunyou Huang et al
09-07-2021	Melatect: A Machine Learning Model Approach For Identifying Malignant Melanoma in Skin Growths by Vidushi Meel et al
09-10-2021	ReasonBERT: Pre-trained to Reason with Distant Supervision by Xiang Deng et al
09-07-2021	Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation by Yufan Zhuang et al
09-07-2021	GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition by Zhi Zhang et al
09-08-2021	Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems by Fangda Gu et al
09-10-2021	Improving Multilingual Translation by Representation and Gradient Regularization by Yilin Yang et al
09-08-2021	Quality-Diversity Meta-Evolution: customising behaviour spaces to a meta-objective by David M. Bossens et al
09-09-2021	Neural-IMLS: Learning Implicit Moving Least-Squares for Surface Reconstruction from Unoriented Point clouds by Zixiong Wang et al
09-07-2021	GCsT: Graph Convolutional Skeleton Transformer for Action Recognition by Ruwen Bai et al
09-08-2021	Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories by David Wilmot et al
09-07-2021	Have a break from making decisions, have a MARS: The Multi-valued Action Reasoning System by Cosmin Badea
09-10-2021	Solving the Extended Job Shop Scheduling Problem with AGVs -- Classical and Quantum Approaches by Marc Geitz et al
09-10-2021	An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model by Kijong Han et al
09-09-2021	ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding by Xing Wu et al
09-09-2021	ErfAct: Non-monotonic smooth trainable Activation Functions by Koushik Biswas et al
09-10-2021	PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams by Li Yang et al
09-09-2021	MATE: Multi-view Attention for Table Transformer Efficiency by Julian Martin Eisenschlos et al
09-09-2021	Accounting for Variations in Speech Emotion Recognition with Nonparametric Hierarchical Neural Network by Lance Ying et al
09-07-2021	Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach by Mahmoud Shoush et al
09-10-2021	Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes by Tomasz Limisiewicz et al
09-09-2021	Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach by Alberto Barbado et al
09-09-2021	Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem by Niels van Hoeffelen et al
09-08-2021	On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) by Washim Uddin Mondal et al
09-09-2021	Automated Security Assessment for the Internet of Things by Xuanyu Duan et al
09-08-2021	Fixed Support Tree-Sliced Wasserstein Barycenter by Yuki Takezawa et al
09-07-2021	RoadAtlas: Intelligent Platform for Automated Road Defect Detection and Asset Management by Zhuoxiao Chen et al
09-08-2021	ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Archival News Collections by Jiexin Wang et al
09-07-2021	Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering by Chenyu You et al
09-07-2021	DeepZensols: Deep Natural Language Processing Framework by Paul Landes et al
09-08-2021	Whats Hidden in a One-layer Randomly Weighted Transformer? by Sheng Shen et al
09-07-2021	Readying Medical Students for Medical AI: The Need to Embed AI Ethics Education by Thomas P Quinn et al
09-08-2021	On Event-Driven Knowledge Graph Completion in Digital Factories by Martin Ringsquandl et al
09-09-2021	Identifying Morality Frames in Political Tweets using Relational Learning by Shamik Roy et al
09-09-2021	Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning by Prasetya Ajie Utama et al
09-09-2021	DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioning by Xinwu Qian et al
09-09-2021	Trust-ya: design of a multiplayer game for the study of small group processes by Jerry Huang et al
09-09-2021	EvilModel 2.0: Hiding Malware Inside of Neural Network Models by Zhi Wang et al
09-07-2021	Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects by Bing Wei et al
09-09-2021	Leveraging Local Domains for Image-to-Image Translation by Anthony Dell'Eva et al
09-10-2021	Heterogeneous Graph Neural Networks for Keyphrase Generation by Jiacheng Ye et al
09-09-2021	Knowledge-Assisted Reasoning of Model-Augmented System Requirements with Event Calculus and Goal-Directed Answer Set Programming by Brendan Hall et al
09-09-2021	Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation by Junwei Zhang et al
09-09-2021	ACP++: Action Co-occurrence Priors for Human-Object Interaction Detection by Dong-Jin Kim et al
09-09-2021	NTS-NOTEARS: Learning Nonparametric Temporal DAGs With Time-Series Data and Prior Knowledge by Xiangyu Sun et al
09-09-2021	A distillation-based approach integrating continual learning and federated learning for pervasive services by Anastasiia Usmanova et al
09-10-2021	Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization by Junpeng Liu et al
09-07-2021	OdoNet: Untethered Speed Aiding for Vehicle Navigation Without Hardware Wheeled Odometer by Hailiang Tang et al
09-10-2021	Detection of GAN-synthesized street videos by Omran Alamayreh et al
09-10-2021	Fairness without the sensitive attribute via Causal Variational Autoencoder by Vincent Grari et al
09-10-2021	Emerging AI Security Threats for Autonomous Cars -- Case Studies by Shanthi Lekkala et al
09-10-2021	Boosting Graph Search with Attention Network for Solving the General Orienteering Problem by Zongtao Liu et al
09-09-2021	EVOQUER: Enhancing Temporal Grounding with Video-Pivoted BackQuery Generation by Yanjun Gao et al
09-08-2021	Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference by Xiaoyu Yang et al
09-07-2021	Blockchains through ontologies: the case study of the Ethereum ERC721 standard in OASIS (Extended Version) by Giampaolo Bella et al
09-09-2021	Table-based Fact Verification with Salience-aware Learning by Fei Wang et al
09-08-2021	BotSpot: Deep Learning Classification of Bot Accounts within Twitter by Christopher Braker et al
09-07-2021	Learning grounded word meaning representations on similarity graphs by Mariella Dimiccoli et al
09-07-2021	Distributed Allocation and Scheduling of Tasks with Cross-Schedule Dependencies for Heterogeneous Multi-Robot Teams by Barbara Arbanas Ferreira et al
09-07-2021	Sequential Diagnosis Prediction with Transformer and Ontological Representation by Xueping Peng et al
09-10-2021	Efficient Test Time Adapter Ensembling for Low-resource Language Varieties by Xinyi Wang et al
09-10-2021	MultiAzterTest: a Multilingual Analyzer on Multiple Levels of Language for Readability Assessment by Kepa Bengoetxea et al
09-10-2021	A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations by Ziyi Yang et al
09-10-2021	6MapNet: Representing soccer players from tracking data by a triplet network by Hyunsung Kim et al
09-09-2021	HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints by Sahana Ramnath et al
09-09-2021	Efficiently Identifying Task Groupings for Multi-Task Learning by Christopher Fifty et al

09-09-2021	Bootstrapped Meta-Learning by Sebastian Flennerhag et al
09-07-2021	IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages by Raj Dabre et al
09-09-2021	Risk-Averse Decision Making Under Uncertainty by Mohamadreza Ahmadi et al
09-09-2021	User Tampering in Reinforcement Learning Recommender Systems by Charles Evans et al
09-09-2021	AI Agents in Emergency Response Applications by Aryan Naim et al
09-08-2021	Continuous Entailment Patterns for Lexical Inference in Context by Martin Schmitt et al
09-08-2021	How do I update my model? On the resilience of Predictive Process Monitoring models to change by Williams Rizzi1 et al
09-10-2021	SO-SLAM: Semantic Object SLAM with Scale Proportional and Symmetrical Texture Constraints by Ziwei Liao et al
09-07-2021	IEEE BigData 2021 Cup: Soft Sensing at Scale by Sergei Petrov et al
09-10-2021	Dynamic Collective Intelligence Learning: Finding Efficient Sparse Model via Refined Gradients for Pruned Weights by Jangho Kim et al
09-08-2021	LSB: Local Self-Balancing MCMC in Discrete Spaces by Emanuele Sansone
09-09-2021	Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph by Nuttapong Chairatanakul et al
09-09-2021	Learning from Uneven Training Data: Unlabeled, Single Label, and Multiple Labels by Shujian Zhang et al
09-09-2021	Robot Localization and Navigation through Predictive Processing using LiDAR by Daniel Burghardt et al
09-07-2021	Fishr: Invariant Gradient Variances for Out-of-distribution Generalization by Alexandre Rame et al
09-09-2021	Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data by Massimo Nicosia et al
09-07-2021	Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT by Ye Liu et al
09-09-2021	Toward a Perspectivist Turn in Ground Truthing for Predictive Computing by Valerio Basile et al
09-08-2021	A Deep Reinforcement Learning Approach for Constrained Online Logistics Route Assignment by Hao Zeng et al
09-09-2021	A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation by Shilei Liu et al
09-10-2021	Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model by Kuntal Kumar Pal et al
09-08-2021	Robust Optimal Classification Trees Against Adversarial Examples by Daniël Vos et al
09-09-2021	OPIRL: Sample Efficient Off-Policy Inverse Reinforcement Learning via Distribution Matching by Hana Hoshino et al
09-08-2021	A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions by Xiaocong Chen et al
09-08-2021	It is AIs Turn to Ask Human a Question: Question and Answer Pair Generation for Children Storybooks in FairytaleQA Dataset by Bingsheng Yao et al