2021.5.10 AI papers

05-04-2021	A Review of Confidentiality Threats Against Embedded Neural Network Models by Raphaël Joud et al
05-04-2021	VQCPC-GAN: Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding by Javier Nistal et al
05-04-2021	Uncertainty-aware INVASE: Enhanced Breast Cancer Diagnosis Feature Selection by Jia-Xing Zhong et al
05-04-2021	An Overview of Laser Injection against Embedded Neural Network Models by Mathieu Dumont et al
05-06-2021	Contextual Bandits with Sparse Data in Web setting by Björn H Eriksson
05-05-2021	Towards Interpretable and Transferable Speech Emotion Recognition: Latent Representation Based Analysis of Features, Methods and Corpora by Sneha Das et al
05-04-2021	Towards Accountability in the Use of Artificial Intelligence for Public Administrations by Michele Loi et al
05-04-2021	On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning by Marc Aurel Vischer et al
05-04-2021	The Synergy of Complex Event Processing and Tiny Machine Learning in Industrial IoT by Haoyu Ren et al
05-06-2021	Digital Voodoo Dolls by Marija Slavkovik et al
05-07-2021	LatentSLAM: unsupervised multi-sensor representation learning for localization and mapping by Ozan Çatal et al
05-06-2021	Learning Controllable Content Generators by Sam Earle et al
05-04-2021	The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory by Sai Saketh Rambhatla et al
05-05-2021	Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report by Tyler Millhouse et al
05-04-2021	Two-Stage Facility Location Games with Strategic Clients and Facilities by Simon Krogmann et al
05-06-2021	Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU by Dengfeng Ke et al
05-04-2021	Where and When: Space-Time Attention for Audio-Visual Explanations by Yanbei Chen et al
05-06-2021	On the Ethical Limits of Natural Language Processing on Legal Text by Dimitrios Tsarapatsanis et al
05-06-2021	Algorithmic Ethics: Formalization and Verification of Autonomous Vehicle Obligations by Colin Shea-Blymyer et al
05-07-2021	Network Pruning That Matters: A Case Study on Retraining Variants by Duong H. Le et al
05-04-2021	Federated Multi-View Learning for Private Medical Data Integration and Analysis by Sicong Che et al
05-04-2021	Data-Efficient Reinforcement Learning for Malaria Control by Lixin Zou et al
05-05-2021	Software Engineering for AI-Based Systems: A Survey by Silverio Martínez-Fernández et al
05-04-2021	VersaGNN: a Versatile accelerator for Graph neural networks by Feng Shi et al
05-06-2021	Deep Weighted Consensus: Dense correspondence confidence maps for 3D shape registration by Dvir Ginzburg et al
05-07-2021	DeepRF: Deep Reinforcement Learning Designed RadioFrequency Waveform in MRI by Dongmyung Shin et al
05-04-2021	Implicit Regularization in Deep Tensor Factorization by Paolo Milanesi et al
05-05-2021	LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing by Yu Li et al
05-07-2021	Solving the Workflow Satisfiability Problem using General Purpose Solvers by Daniel Karapetyan et al
05-05-2021	Partially Interpretable Estimators (PIE): Black-Box-Refined Interpretable Machine Learning by Tong Wang et al
05-06-2021	fAshIon after fashion: A Report of AI in Fashion by Xingxing Zou et al
05-07-2021	AI in (and for) Games by Kostas Karpouzis et al
05-04-2021	PreSizE: Predicting Size in E-Commerce using Transformers by Yotam Eshel et al
05-05-2021	Efficient Strategy Synthesis for MDPs with Resource Constraints by František Blahoudek et al
05-04-2021	MLP-Mixer: An all-MLP Architecture for Vision by Ilya Tolstikhin et al
05-06-2021	Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods by Jary Pomponi et al
05-04-2021	Envisioning Communities: A Participatory Approach Towards AI for Social Good by Elizabeth Bondi et al
05-06-2021	GraphFormers: GNN-nested Language Models for Linked Text Representation by Junhan Yang et al
05-06-2021	A Multivariate Density Forecast Approach for Online Power System Security Assessment by Zichao Meng et al
05-06-2021	GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning by Mohammad Mahdi Behzadi et al
05-06-2021	Utilizing Skipped Frames in Action Repeats via Pseudo-Actions by Taisei Hashimoto et al
05-05-2021	Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards by Marco Valentino et al
05-05-2021	RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation by Huma Samin et al
05-05-2021	Goodness of Causal Fit by Robert R. Tucci
05-06-2021	SGG: Learning to Select, Guide, and Generate for Keyphrase Generation by Jing Zhao et al
05-06-2021	Distribution Awareness for AI System Testing by David Berend
05-05-2021	Security Vulnerability Detection Using Deep Learning Natural Language Processing by Noah Ziems et al
05-07-2021	Using reinforcement learning to design an AI assistantfor a satisfying co-op experience by Ajay Krishnan et al
05-06-2021	Neural Algorithmic Reasoning by Petar Veličković et al
05-07-2021	A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers by Chen Li et al
05-07-2021	AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset by Mohamed Seghir Hadj Ameur et al
05-07-2021	∂∂-Explainer: Abductive Natural Language Inference via Differentiable Convex Optimization by Mokanarangan Thayaparan et al
05-07-2021	Hierarchical Graph Neural Networks by Stanislav Sobolevsky
05-07-2021	An Extended Jump Function Benchmark for the Analysis of Randomized Search Heuristics by Henry Bambury et al
05-06-2021	A novel method of predictive collision risk area estimation for proactive pedestrian accident prevention system in urban surveillance infrastructure by Byeongjoon Noh et al
05-06-2021	Direct Prediction of Steady-State Flow Fields in Meshed Domain with Graph Networks by Lukas Harsch et al
05-05-2021	A Geometric Analysis of Neural Collapse with Unconstrained Features by Zhihui Zhu et al
05-05-2021	Attention for Image Registration (AiR): an unsupervised Transformer approach by Zihao Wang et al
05-05-2021	Operating Room (Re)Scheduling with Bed Management via ASP by Carmine Dodaro et al
05-06-2021	Reliability Testing for Natural Language Processing Systems by Samson Tan et al
05-04-2021	Calibration of Human Driving Behavior and Preference Using Naturalistic Traffic Data by Qi Dai et al
05-05-2021	Non-Autoregressive vs Autoregressive Neural Networks for System Identification by Daniel Weber et al
05-05-2021	Genetic Algorithms For Extractive Summarization by William Chen et al
05-05-2021	Physics-informed Spline Learning for Nonlinear Dynamics Discovery by Fangzheng Sun et al
05-06-2021	Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems by Zizhen Zhang et al
05-06-2021	FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting by Bi-Ying Yan et al
05-07-2021	Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts by Weinan Zhang et al
05-07-2021	Accelerating Entrepreneurial Decision-Making Through Hybrid Intelligence by Dominik Dellermann
05-07-2021	Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics by Yuan Pu et al
05-05-2021	This Looks Like That... Does it? Shortcomings of Latent Space Prototype Explainability in Deep Networks by Adrian Hoffmann et al
05-04-2021	Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders by Felix Möller et al
05-05-2021	XAI-KG: knowledge graph to support XAI and decision-making in manufacturing by Jože M. Rožanec et al
05-05-2021	Commonsense Knowledge Base Construction in the Age of Big Data by Simon Razniewski
05-05-2021	Conditional Invertible Neural Networks for Diverse Image-to-Image Translation by Lynton Ardizzone et al
05-05-2021	Prototype Memory for Large-scale Face Representation Learning by Evgeny Smirnov et al
05-04-2021	HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation by Qingcheng Xiao et al
05-05-2021	Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain by Samanta Knapič et al
05-04-2021	The Role of Time and Data: Online Conformance Checking in the Manufacturing Domain by Florian Stertz et al
05-04-2021	Retrieving Complex Tables with Multi-Granular Graph Representation Learning by Fei Wang et al
05-07-2021	Finding the unicorn: Predicting early stage startup success through a hybrid intelligence method by Dominik Dellermann et al
05-07-2021	FedGL: Federated Graph Learning Framework with Global Self-Supervision by Chuan Chen et al
05-07-2021	Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks by Gongxu Luo et al
05-07-2021	A Survey of Data Augmentation Approaches for NLP by Steven Y. Feng et al
05-06-2021	Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments by Martin Schuessler et al
05-07-2021	An interdisciplinary conceptual study of Artificial Intelligence (AI) for helping benefit-risk assessment practices: Towards a comprehensive qualification matrix of AI programs and devices (pre-print 2020) by Gauthier Chassang et al
05-04-2021	PingAn-VCGroups Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex by Yelin He et al
05-04-2021	PingAn-VCGroups Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML by Jiaquan Ye et al
05-05-2021	Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation by Robert A. Marsden et al
05-06-2021	Explainable Autonomous Robots: A Survey and Perspective by Tatsuya Sakai et al
05-04-2021	ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders by Yan Song et al
05-04-2021	Large-scale Taxonomy Induction Using Entity and Word Embeddings by Petar Ristoski et al
05-05-2021	Solving Sokoban with backward reinforcement learning by Yaron Shoham et al
05-05-2021	Modulating Regularization Frequency for Efficient Compression-Aware Model Training by Dongsoo Lee et al
05-05-2021	Change Matters: Medication Change Prediction with Recurrent Residual Networks by Chaoqi Yang et al
05-05-2021	ScissionLite: Accelerating Distributed Deep Neural Networks Using Transfer Layer by Hyunho Ahn et al
05-05-2021	Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance by Wei Guo et al
05-04-2021	Height Estimation of Children under Five Years using Depth Images by Anusua Trivedi et al
05-05-2021	A Unified Transferable Model for ML-Enhanced DBMS by Ziniu Wu et al
05-07-2021	An Intelligent Passive Food Intake Assessment System with Egocentric Cameras by Frank Po Wen Lo et al
05-07-2021	The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems by Dominik Dellermann et al
05-06-2021	Exact Acceleration of K-Means++ and K-Means∥‖ by Edward Raff
05-06-2021	A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations by Pierre Colombo et al
05-06-2021	A Framework of Explanation Generation toward Reliable Autonomous Robots by Tatsuya Sakai et al
05-07-2021	An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks by Keli Zhang et al
05-05-2021	Full-Sentence Models Perform Better in Simultaneous Translation Using the Information Enhanced Decoding Strategy by Zhengxin Yang
05-06-2021	Informational Design of Dynamic Multi-Agent System by Tao Zhang et al
05-07-2021	Design principles for a hybrid intelligence decision support system for business model validation by Dominik Dellermann et al
05-04-2021	Automatic Learning to Detect Concept Drift by Hang Yu et al
05-05-2021	Human Activity Recognition Models in Ontology Networks by Luca Buoncompagni et al
05-04-2021	Towards End-to-End Deep Learning for Autonomous Racing: On Data Collection and a Unified Architecture for Steering and Throttle Prediction by Shakti N. Wadekar et al
05-04-2021	Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence by Emna Baccour et al
05-06-2021	Federated Face Recognition by Fan Bai et al
05-05-2021	Physically Inspired Dense Fusion Networks for Relighting by Amirsaeed Yazdani et al
05-05-2021	RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition by Xiaohan Ding et al
05-05-2021	DeepPlastic: A Novel Approach to Detecting Epipelagic Bound Plastic Using Deep Visual Models by Gautam Tata et al
05-05-2021	Bayesian Logistic Shape Model Inference: application to cochlea image segmentation by Wang Zihao et al