2021.4.26 AI papers

04-22-2021	VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text by Hassan Akbari et al
04-22-2021	Multiscale Vision Transformers by Haoqi Fan et al
04-20-2021	MBRL-Lib: A Modular Library for Model-based Reinforcement Learning by Luis Pineda et al
04-22-2021	Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes by James Lucas et al
04-20-2021	RoFormer: Enhanced Transformer with Rotary Position Embedding by Jianlin Su et al
04-22-2021	So-ViT: Mind Visual Tokens for Vision Transformer by Jiangtao Xie et al
04-21-2021	The Road Less Travelled: Trying And Failing To Generate Walking Simulators by Michael Cook
04-22-2021	Hierarchical Motion Understanding via Motion Programs by Sumith Kulal et al
04-20-2021	Hidden Biases in Unreliable News Detection Datasets by Xiang Zhou et al
04-20-2021	Class-Incremental Learning with Generative Classifiers by Gido M. van de Ven et al
04-20-2021	Perceptual Loss for Robust Unsupervised Homography Estimation by Daniel Koguciuk et al
04-20-2021	Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks by Lisa Bauer et al
04-21-2021	A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP by Munazza Zaib et al
04-20-2021	Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 by Ryan Turner et al
04-22-2021	Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors by Arman Maesumi et al
04-20-2021	SelfReg: Self-supervised Contrastive Regularization for Domain Generalization by Daehee Kim et al
04-21-2021	Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations by Kaidong Li et al
04-22-2021	Distilling Audio-Visual Knowledge by Compositional Contrastive Learning by Yanbei Chen et al
04-21-2021	A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection by Biswadeep Chakraborty et al
04-21-2021	Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings by Utkarsh Sarawgi et al
04-22-2021	Neuro-inspired edge feature fusion using Choquet integrals by Cedric Marco-Detchart et al
04-22-2021	Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks by Junhan Yang et al
04-22-2021	FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection by Tai Wang et al
04-22-2021	Network Space Search for Pareto-Efficient Spaces by Min-Fong Hong et al
04-22-2021	Hierarchical growing grid networks for skeleton based action recognition by Zahra Gharaee
04-22-2021	ManipulaTHOR: A Framework for Visual Object Manipulation by Kiana Ehsani et al
04-21-2021	Learning Fine-grained Fact-Article Correspondence in Legal Cases by Jidong Ge et al
04-21-2021	Revisiting Document Representations for Large-Scale Zero-Shot Learning by Jihyung Kil et al
04-21-2021	Jacobian Regularization for Mitigating Universal Adversarial Perturbations by Kenneth T. Co et al
04-21-2021	Multi-task Learning with Attention for End-to-end Autonomous Driving by Keishi Ishihara et al
04-21-2021	Multi-Attention-Based Soft Partition Network for Vehicle Re-Identification by Sangrok Lee et al
04-20-2021	Distill on the Go: Online knowledge distillation in self-supervised learning by Prashant Bhat et al
04-21-2021	Orderly Dual-Teacher Knowledge Distillation for Lightweight Human Pose Estimation by Zhong-Qiu Zhao et al
04-22-2021	Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration by Felix Schoeller et al
04-23-2021	Deep Learning Based Assessment of Synthetic Speech Naturalness by Gabriel Mittag et al
04-20-2021	Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace by Rahul Singh et al
04-21-2021	Link Prediction on N-ary Relational Data Based on Relatedness Evaluation by Saiping Guan et al
04-20-2021	An Efficient Approach for Anomaly Detection in Traffic Videos by Keval Doshi et al
04-20-2021	Data-driven vehicle speed detection from synthetic driving simulator images by Antonio Hernández Martínez et al
04-20-2021	Network Defense is Not a Game by Andres Molina-Markham et al
04-20-2021	VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization by Pankaj Mishra et al
04-20-2021	Differentiable Model Compression via Pseudo Quantization Noise by Alexandre Défossez et al
04-20-2021	Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models by Arnd Koeppe et al
04-23-2021	DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies by Soroush Nasiriany et al
04-20-2021	Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation by Mohamed Elhoseiny et al
04-22-2021	A learning gap between neuroscience and reinforcement learning by Samuel T. Wauthier et al
04-22-2021	MeSIN: Multilevel Selective and Interactive Network for Medication Recommendation by Yang An et al
04-22-2021	Hazy Re-ID: An Interference Suppression Model For Domain Adaptation Person Re-identification Under Inclement Weather Condition by Jian Pang et al
04-20-2021	Diverse and Specific Clarification Question Generation with Keywords by Zhiling Zhang et al
04-21-2021	Photothermal-SR-Net: A Customized Deep Unfolding Neural Network for Photothermal Super Resolution Imaging by Samim Ahmadi et al
04-21-2021	Text Summarization of Czech News Articles Using Named Entities by Petr Marek et al
04-20-2021	Deep learning with transfer functions: new applications in system identification by Dario Piga et al
04-21-2021	Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables by Xiaoyi Ruan et al
04-20-2021	Novel Aficionados and Doppelg\angers: a referential task for semantic representations of individual entities by Andrea Bruera et al
04-23-2021	Time Series Forecasting via Learning Convolutionally Low-Rank Models by Guangcan Liu
04-21-2021	Stateless Neural Meta-Learning using Second-Order Gradients by Mike Huisman et al
04-21-2021	Robustness of ML-Enhanced IDS to Stealthy Adversaries by Vance Wong et al
04-21-2021	Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning by Zixuan Li et al
04-21-2021	Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks by Chenxin Xu et al
04-21-2021	PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation by Shuyi Xie et al
04-21-2021	SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer by Yueming Lyu et al
04-22-2021	SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics by Jonathan Hayase et al
04-20-2021	MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training by Jian Ma et al
04-21-2021	A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things by Jiehan Zhou et al
04-21-2021	Learning future terrorist targets through temporal meta-graphs by Gian Maria Campedelli et al
04-20-2021	Supervisory Control of Quantum Discrete Event Systems by Daowen Qiu
04-21-2021	A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI by Sarath Sreedharan et al
04-20-2021	Visualizing Adapted Knowledge in Domain Transfer by Yunzhong Hou et al
04-22-2021	XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction by Runlong Yu et al
04-20-2021	CVLight: Deep Reinforcement Learning for Adaptive Traffic Signal Control with Connected Vehicles by Wangzhi Li et al
04-20-2021	Multi-objective Evolutionary Algorithms are Generally Good: Maximizing Monotone Submodular Functions over Sequences by Chao Qian et al
04-22-2021	Time series analysis with dynamic law exploration by A. Jakovac
04-20-2021	Phase Transition Adaptation by Claudio Gallicchio et al
04-23-2021	Online recognition of unsegmented actions with hierarchical SOM architecture by Zahra Gharaee
04-21-2021	Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems by Alvaro Cabrejas-Egea et al
04-23-2021	Supervised Video Summarization via Multiple Feature Sets with Parallel Attention by Junaid Ahmed Ghauri et al
04-21-2021	User-oriented Fairness in Recommendation by Yunqi Li et al
04-22-2021	MRRT: Multiple Rapidly-Exploring Random Trees for Fast Online Replanning in Dynamic Environments by Zongyuan Shen et al
04-21-2021	XAI-N: Sensor-based Robot Navigation using Expert Policies and Decision Trees by Aaron M. Roth et al
04-21-2021	Optimize Neural Fictitious Self-Play in Regret Minimization Thinking by Yuxuan Chen et al
04-21-2021	A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams by Li Yang et al
04-20-2021	Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring by Kordian Gontarska et al
04-22-2021	Noise-Robust Deep Spiking Neural Networks with Temporal Information by Seongsik Park et al
04-20-2021	Evidential Cyber Threat Hunting by Frederico Araujo et al
04-20-2021	More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data by Saul Calderon-Ramirez et al
04-21-2021	Efficient Non-Sampling Knowledge Graph Embedding by Zelong Li et al
04-21-2021	Lossless Compression with Latent Variable Models by James Townsend
04-22-2021	Attribute-Modulated Generative Meta Learning for Zero-Shot Classification by Yun Li et al
04-20-2021	Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance by Sopan Khosla et al
04-23-2021	Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection by Xuefeng Li et al
04-20-2021	Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning by Zhenning Li et al
04-20-2021	BraidNet: procedural generation of neural networks for image classification problems using braid theory by Olga Lukyanova et al
04-20-2021	Model-predictive control and reinforcement learning in multi-energy system case studies by Glenn Ceusters et al
04-20-2021	The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks by Oleg Nikitin et al
04-22-2021	VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution by Tekin Evrim Ozmermer et al
04-22-2021	Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data by Adrian Remonda et al
04-21-2021	Towards Causal Models for Adversary Distractions by Ron Alford et al
04-21-2021	K\unstliche Intelligenz, quo vadis? by Ulrike Barthelmeß et al
04-23-2021	Intensional Artificial Intelligence: From Symbol Emergence to Explainable and Empathetic AI by Michael Timothy Bennett et al
04-23-2021	Optimizing small BERTs trained for German NER by Jochen Zöllner et al
04-21-2021	Mixture of Robust Experts (MoRE): A Flexible Defense Against Multiple Perturbations by Hao Cheng et al
04-20-2021	CoDR: Computation and Data Reuse Aware CNN Accelerator by Alireza Khadem et al
04-22-2021	Constructing a personalized learning path using genetic algorithms approach by Lumbardh Elshani et al
04-23-2021	Learning in Deep Neural Networks Using a Biologically Inspired Optimizer by Giorgia Dellaferrera et al
04-20-2021	Predicting Human Trajectories by Learning and Matching Patterns by Dapeng Zhao
04-21-2021	Rapid Detection of Aircrafts in Satellite Imagery based on Deep Neural Networks by Arsalan Tahir et al
04-20-2021	Role-Aware Modeling for N-ary Relational Knowledge Bases by Yu Liu et al
04-20-2021	Text-Aware Predictive Monitoring of Business Processes by Marco Pegoraro et al
04-22-2021	Literature review on vulnerability detection using NLP technology by Jiajie Wu
04-20-2021	Outcome-Driven Reinforcement Learning via Variational Inference by Tim G. J. Rudner et al
04-22-2021	SBNet: Segmentation-based Network for Natural Language-based Vehicle Search by Sangrok Lee et al
04-20-2021	Interventional Aspect-Based Sentiment Analysis by Zhen Bi et al
04-21-2021	Portfolio Search and Optimization for General Strategy Game-Playing by Alexander Dockhorn et al
04-21-2021	Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks by Bingyang Wen et al
04-23-2021	A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems by Patrick Zschech et al
04-21-2021	Exploiting Learned Policies in Focal Search by Pablo Araneda et al
04-23-2021	Establishing phone-pair co-usage by comparing mobility patterns by Wauter Bosma et al
04-23-2021	Automating Cyber Threat Hunting Using NLP, Automated Query Generation, and Genetic Perturbation by Prakruthi Karuna et al
04-22-2021	Knowledge Triggering, Extraction and Storage via Human-Robot Verbal Interaction by Lucrezia Grassi et al
04-21-2021	A geometric approach to conditioning belief functions by Fabio Cuzzolin
04-23-2021	Prediction, Selection, and Generation: Exploration of Knowledge-Driven Conversation System by Cheng Luo et al
04-23-2021	Secure Artificial Intelligence of Things for Implicit Group Recommendations by Keping Yu et al
04-22-2021	Normalized multivariate time series causality analysis and causal graph reconstruction by X. San Liang