2021.9.6 AI papers

08-31-2021	The five Is: Key principles for interpretable and safe conversational AI by Mattias Wahde et al
09-03-2021	Ontology-driven Knowledge Graph for Android Malware by Ryan Christian et al
09-01-2021	Variational Quantum Reinforcement Learning via Evolutionary Optimization by Samuel Yen-Chi Chen et al
09-02-2021	VIbCReg: Variance-Invariance-better-Covariance Regularization for Self-Supervised Learning on Time Series by Daesoo Lee et al
09-01-2021	M^2-MedDialog: A Dataset and Benchmarks for Multi-domain Multi-service Medical Dialogues by Guojun Yan et al
09-01-2021	Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning by Snehalkumar et al
08-31-2021	Detecting Mitosis against Domain Shift using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge by Jingtang Liang et al
08-31-2021	Incorporating Deception into CyberBattleSim for Autonomous Defense by Erich Walter et al
08-31-2021	A Subsampling-Based Method for Causal Discovery on Discrete Data by Austin Goddard et al
08-31-2021	DeepTaskAPT: Insider APT detection using Task-tree based Deep Learning by Mohammad Mamun et al
08-31-2021	A Survey of Exploration Methods in Reinforcement Learning by Susan Amin et al
08-31-2021	Artificial Intelligence Algorithms for Natural Language Processing and the Semantic Web Ontology Learning by Bryar A. Hassan et al
09-03-2021	Situated Conditional Reasoning by Giovanni Casini et al
09-01-2021	Planning from video game descriptions by Ignacio Vellido et al
08-31-2021	Effective Sequence-to-Sequence Dialogue State Tracking by Jeffrey Zhao et al
08-31-2021	Quantization of Generative Adversarial Networks for Efficient Inference: a Methodological Study by Pavel Andreev et al
09-02-2021	A Comparative Study of Algorithms for Intelligent Traffic Signal Control by Hrishit Chaudhuri et al
09-02-2021	Imposing Relation Structure in Language-Model EmbeddingsUsing Contrastive Learning by Christos Theodoropoulos et al
09-01-2021	An Empirical Study on the Joint Impact of Feature Selection and Data Resampling on Imbalance Classification by Chongsheng Zhang et al
09-03-2021	An Exploratory Study on Utilising the Web of Linked Data for Product Data Mining by Ziqi Zhang et al
09-03-2021	Efficient Communication in Multi-Agent Distributed Reinforcement Learning by Daniel Jarne Ornia et al
09-03-2021	Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms by Bemali Wickramanayake et al
08-31-2021	Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization by Huy To Quoc et al
08-31-2021	The Horn Non-Clausal Class and its Polynomiality by Gonzalo E. Imaz
08-31-2021	Phy-Q: A Benchmark for Physical Reasoning by Cheng Xue et al
08-31-2021	MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics by Kunhao Zheng et al
08-31-2021	Attention-based Multi-Reference Learning for Image Super-Resolution by Marco Pesavento et al
09-03-2021	Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition by Xiyao Liu et al
09-03-2021	Integration of Data and Theory for Accelerated Derivable Symbolic Discovery by Cristina Cornelio et al
08-31-2021	Towards a Common Testing Terminology for Software Engineering and Artificial Intelligence Experts by Lisa Jöckel et al
08-31-2021	Improving Multimodal fusion via Mutual Dependency Maximisation by Pierre Colombo et al
09-02-2021	GPU-accelerated Optimal Path Planning in Stochastic Dynamic Environments by Rohit Chowdhury et al
09-01-2021	Multi-Sample based Contrastive Loss for Top-k Recommendation by Hao Tang et al
09-03-2021	A brief history of AI: how to prevent another winter (a critical review) by Amirhosein Toosi et al
09-01-2021	WebQA: Multihop and Multimodal QA by Yingshan Chang et al
09-01-2021	Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech by Tomer Wullach et al
09-03-2021	Stochastic Physics-Informed Neural Networks (SPINN): A Moment-Matching Framework for Learning Hidden Physics within Stochastic Differential Equations by Jared O'Leary et al
09-01-2021	From Movement Kinematics to Object Properties: Online Recognition of Human Carefulness by Linda Lastrico et al
09-01-2021	TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks by Amirarsalan Rajabi et al
09-02-2021	Text Classification for Predicting Multi-level Product Categories by Hadi Jahanshahi et al
09-02-2021	On-target Adaptation by Dequan Wang et al
08-31-2021	PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs by Vidhya Kamakshi et al
08-31-2021	Chi-square Loss for Softmax: an Echo of Neural Network Structure by Zeyu Wang et al
09-02-2021	Habitual and Reflective Control in Hierarchical Predictive Coding by Paul F. Kinghorn et al
09-02-2021	VORRT-COLREGs: A Hybrid Velocity Obstacles and RRT Based COLREGs-Compliant Path Planner for Autonomous Surface Vessels by Rahul Dubey et al
08-31-2021	Cognitive science as a source of forward and inverse models of human decisions for robotics and control by Mark K. Ho et al
09-01-2021	AnANet: Modeling Association and Alignment for Cross-modal Correlation Classification by Nan Xu et al
09-01-2021	Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning by Seungbeom Choi et al
09-03-2021	CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models by Arjun R. Akula et al
09-02-2021	Sparsifying the Update Step in Graph Neural Networks by Johannes F. Lutzeyer et al
09-02-2021	Effect of the output activation function on the probabilities and errors in medical image segmentation by Lars Nieradzik et al
09-02-2021	Characterizing possible failure modes in physics-informed neural networks by Aditi S. Krishnapriyan et al
08-31-2021	Informing Autonomous Deception Systems with Cyber Expert Performance Data by Maxine Major et al
09-01-2021	Impossibility Results in AI: A Survey by Mario Brcic et al
09-03-2021	A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis by Dimitris Gkoumas et al
08-31-2021	Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals by Madhurananda Pahar et al
08-31-2021	Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning by Snehalkumar et al
09-02-2021	Information Symmetry Matters: A Modal-Alternating Propagation Network for Few-Shot Learning by Zhong Ji et al
08-31-2021	Explaining Classes through Word Attribution by Samuel Rönnqvist et al
08-31-2021	Heterogeneous Graph Neural Network with Multi-view Representation Learning by Zezhi Shao et al
08-31-2021	When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions by Zixian Huang et al
09-02-2021	Towards disease-aware image editing of chest X-rays by Sai Niranjan Ramachandran et al
09-01-2021	Controllable deep melody generation via hierarchical music structure representation by Shuqi Dai et al
09-01-2021	Extracting all Aspect-polarity Pairs Jointly in a Text with Relation Extraction Approach by Lingmei Bu et al
09-03-2021	Is Machine Learning Ready for Traffic Engineering Optimization? by Guillermo Bernárdez et al
09-03-2021	The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies by Riccardo Fogliato et al
09-02-2021	Symbol Emergence and The Solutions to Any Task by Michael Timothy Bennett
08-31-2021	Learning to Synthesize Programs as Interpretable and Generalizable Policies by Dweep Trivedi et al
08-31-2021	InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images by Anoop Cherian et al
08-31-2021	Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction by Zhenrui Yue et al
09-02-2021	SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos by Nada Osman et al
09-02-2021	MACRPO: Multi-Agent Cooperative Recurrent Policy Optimization by Eshagh Kargar et al
09-03-2021	LG4AV: Combining Language Models and Graph Neural Networks for Author Verification by Maximilian Stubbemann et al
09-01-2021	Towards Improving Adversarial Training of NLP Models by Jin Yong Yoo et al
09-02-2021	Efficient Algorithms For Fair Clustering with a New Fairness Notion by Shivam Gupta et al
09-03-2021	CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge by Yasumasa Onoe et al
08-31-2021	Task-Oriented Dialogue System as Natural Language Generation by Weizhi Wang et al
09-02-2021	Computing Graph Descriptors on Edge Streams by Zohair Raza Hassan et al
09-01-2021	A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection by Shibo Zhang et al
09-03-2021	Edge-featured Graph Neural Architecture Search by Shaofei Cai et al
09-01-2021	Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation by Tiantian Zhang et al
09-01-2021	Boosting Search Engines with Interactive Agents by Leonard Adolphs et al
08-31-2021	GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization by Yen-Hsiu Chou et al
08-31-2021	Contrastive Domain Adaptation for Question Answering using Limited Text Corpora by Zhenrui Yue et al
09-01-2021	Boolean proportions by Christian Antić
09-02-2021	An Automated Framework for Supporting Data-Governance Rule Compliance in Decentralized MIMO Contexts by Rui Zhao
09-01-2021	Building a Legal Dialogue System: Development Process, Challenges and Opportunities by Mudita Sharma et al
09-02-2021	Knot invariants and their relations: a topological perspective by Dłotko Paweł et al
09-02-2021	On Dedicated CDCL Strategies for PB Solvers by Daniel Le Berre et al
09-02-2021	Learning Language-Conditioned Robot Behavior from Offline Data and Crowd-Sourced Annotation by Suraj Nair et al
09-02-2021	Benchmarking the Robustness of Instance Segmentation Models by Said Fahri Altindis et al
09-02-2021	A Reasoning Engine for the Gamification of Loop-Invariant Discovery by Andrew Walter et al
08-31-2021	Working Memory Connections for LSTM by Federico Landi et al
09-01-2021	The Role of Explainability in Assuring Safety of Machine Learning in Healthcare by Yan Jia et al
09-03-2021	Topographic VAEs learn Equivariant Capsules by T. Anderson Keller et al
08-31-2021	Robust Retrieval Augmented Generation for Zero-shot Slot Filling by Michael Glass et al
09-01-2021	Complex Event Forecasting with Prediction Suffix Trees: Extended Technical Report by Elias Alevizos et al
08-31-2021	Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning by Daniella Bar-Lev et al
09-02-2021	ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation by Eyup Halit Yilmaz et al
08-31-2021	Segmentation Fault: A Cheap Defense Against Adversarial Machine Learning by Doha Al Bared et al
09-02-2021	Some Inapproximability Results of MAP Inference and Exponentiated Determinantal Point Processes by Naoto Ohsaka
09-02-2021	RF-LighGBM: A probabilistic ensemble way to predict customer repurchase behaviour in community e-commerce by Liping Yang et al
09-01-2021	Learning compositional programs with arguments and sampling by Giovanni De Toni et al
09-02-2021	Challenges in Generalization in Open Domain Question Answering by Linqing Liu et al
09-02-2021	Energy-Efficient Multi-Orchestrator Mobile Edge Learning by Mhd Saria Allahham et al
09-02-2021	Learning to Prompt for Vision-Language Models by Kaiyang Zhou et al
09-01-2021	FaVoA: Face-Voice Association Favours Ambiguous Speaker Detection by Hugo Carneiro et al
09-02-2021	An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction by Samuel Mensah et al
09-03-2021	Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding by Yingmei Guo et al
08-31-2021	When are Deep Networks really better than Random Forests at small sample sizes? by Haoyin Xu et al
09-01-2021	Deep L1L1 Stochastic Optimal Control Policies for Planetary Soft-landing by Marcus A. Pereira et al
09-01-2021	CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations by Hang Li et al
09-01-2021	Federated Learning: Issues in Medical Application by Joo Hun Yoo et al
08-31-2021	TNNT: The Named Entity Recognition Toolkit by Sandaru Seneviratne et al
08-31-2021	SemIE: Semantically-aware Image Extrapolation by Bholeshwar Khurana et al
08-31-2021	Evaluating the Robustness of Off-Policy Evaluation by Yuta Saito et al
08-31-2021	Astrocytes mediate analogous memory in a multi-layer neuron-astrocytic network by Yuliya Tsybina et al
08-31-2021	mMARCO: A Multilingual Version of MS MARCO Passage Ranking Dataset by Luiz Henrique Bonifacio et al
09-01-2021	Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis by Wei Han et al
09-01-2021	Balancing Performance and Human Autonomy with Implicit Guidance Agent by Ryo Nakahashi et al
09-01-2021	Masked Adversarial Generation for Neural Machine Translation by Badr Youbi Idrissi et al
09-02-2021	Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN by Yongsong Huang et al
09-02-2021	NASI: Label- and Data-agnostic Neural Architecture Search at Initialization by Yao Shu et al
09-02-2021	So Cloze yet so Far: N400 Amplitude is Better Predicted by Distributional Information than Human Predictability Judgements by James A. Michaelov et al
09-02-2021	An Oracle and Observations for the OpenAI Gym / ALE Freeway Environment by James S. Plank et al
09-02-2021	GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps by Oren Barkan et al
09-02-2021	Multi-Agent Inverse Reinforcement Learning: Suboptimal Demonstrations and Alternative Solution Concepts by Sage Bergerson
08-31-2021	Spike time displacement based error backpropagation in convolutional spiking neural networks by Maryam Mirsadeghi et al
09-01-2021	Problem Learning: Towards the Free Will of Machines by Yongfeng Zhang
09-03-2021	Continuous-Time Behavior Trees as Discontinuous Dynamical Systems by Christopher Iliffe Sprague et al
08-31-2021	Toward AI-enhanced online-characterization and shaping of ultrashort X-ray free-electron laser pulses by Kristina Dingel et al
09-02-2021	TrouSPI-Net: Spatio-temporal attention on parallel atrous convolutions and U-GRUs for skeletal pedestrian crossing prediction by Joseph Gesnouin et al
09-01-2021	Intrinsic Argument Strength in Structured Argumentation: a Principled Approach by Jeroen Paul Spaans