2021.4.12 AI papers

04-06-2021	The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions by Senthil Kumar Jagatheesaperumal et al
04-07-2021	Modern Hopfield Networks for Few- and Zero-Shot Reaction Prediction by Philipp Seidl et al
04-06-2021	Efficient transfer learning for NLP with ELECTRA by François Mercier
04-06-2021	CodeTrans: Towards Cracking the Language of Silicones Code Through Self-Supervised Deep Learning and High Performance Computing by Ahmed Elnaggar et al
04-06-2021	gradSim: Differentiable simulation for system identification and visuomotor control by Krishna Murthy Jatavallabhula et al
04-08-2021	GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns by Piyawat Lertvittayakumjorn et al
04-06-2021	Strumming to the Beat: Audio-Conditioned Contrastive Video Textures by Medhini Narasimhan et al
04-07-2021	Multimodal Fusion Refiner Networks by Sethuraman Sankaran et al
04-08-2021	On tuning consistent annealed sampling for denoising score matching by Joan Serrà et al
04-08-2021	A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular Control by Zahra Gharaee et al
04-08-2021	Pseudo-supervised Deep Subspace Clustering by Juncheng Lv et al
04-07-2021	Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning by Soheyla Amirian et al
04-07-2021	HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks by Firoj Alam et al
04-07-2021	Deep Features for training Support Vector Machine by Loris Nanni et al
04-08-2021	DeepI2P: Image-to-Point Cloud Registration via Deep Classification by Jiaxin Li et al
04-07-2021	Leaving Goals on the Pitch: Evaluating Decision Making in Soccer by Maaike Van Roy et al
04-08-2021	Half-Truth: A Partially Fake Audio Detection Dataset by Jiangyan Yi et al
04-08-2021	Multimodal Fusion of EMG and Vision for Human Grasp Intent Inference in Prosthetic Hand Control by Mehrshad Zandigohar et al
04-08-2021	Spatial Imagination With Semantic Cognition for Mobile Robots by Zhengcheng Shen et al
04-07-2021	Question-Driven Design Process for Explainable AI User Experiences by Q. Vera Liao et al
04-08-2021	Support-Target Protocol for Meta-Learning by Su Lu et al
04-08-2021	Few-Shot Action Recognition with Compromised Metric via Optimal Transport by Su Lu et al
04-06-2021	Ensemble deep learning: A review by M. A. Ganaie et al
04-06-2021	Creativity and Machine Learning: a Survey by Giorgio Franceschelli et al
04-07-2021	Few-Shot Incremental Learning with Continually Evolved Classifiers by Chi Zhang et al
04-08-2021	HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies by Muhammad AbdurRafae
04-08-2021	Progressive Semantic Segmentation by Chuong Huynh et al
04-08-2021	CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data by Mostafa Mehdipour Ghazi et al
04-06-2021	Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge by Canwen Xu et al
04-07-2021	PrivateSNN: Fully Privacy-Preserving Spiking Neural Networks by Youngeun Kim et al
04-08-2021	Connecting Deep-Reinforcement-Learning-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators by Linh Kästner et al
04-08-2021	Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance by Manuel Carranza-García et al
04-08-2021	Extended Parallel Corpus for Amharic-English Machine Translation by Andargachew Mekonnen Gezmu et al
04-06-2021	Deep Implicit Statistical Shape Models for 3D Medical Image Delineation by Ashwin Raju et al
04-07-2021	Librispeech Transducer Model with Internal Language Model Prior Correction by Albert Zeyer et al
04-06-2021	OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation by Petr Marek et al
04-09-2021	SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size by Jessica Yung et al
04-07-2021	Synthetic training data generation for deep learning based quality inspection by Pierre Gutierrez et al
04-08-2021	Voluntary safety commitments provide an escape from over-regulation in AI development by The Anh Han et al
04-07-2021	Active learning using weakly supervised signals for quality inspection by Antoine Cordier et al
04-08-2021	A Reinforcement Learning Environment For Job-Shop Scheduling by Pierre Tassel et al
04-07-2021	Differentiable Patch Selection for Image Recognition by Jean-Baptiste Cordonnier et al
04-08-2021	Relieving the Plateau: Active Semi-Supervised Learning for a Better Landscape by Seo Taek Kong et al
04-06-2021	A non-asymptotic penalization criterion for model selection in mixture of experts models by TrungTin Nguyen et al
04-06-2021	Towards measuring fairness in AI: the Casual Conversations dataset by Caner Hazirbas et al
04-08-2021	Towards Deployment of Deep-Reinforcement-Learning-Based Obstacle Avoidance into Conventional Autonomous Navigation Systems by Linh Kästner et al
04-07-2021	PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics by Zhiao Huang et al
04-07-2021	Streaming Self-Training via Domain-Agnostic Unlabeled Images by Zhiqiu Lin et al
04-06-2021	Learning Triadic Belief Dynamics in Nonverbal Communication from Videos by Lifeng Fan et al
04-06-2021	Text-guided Legal Knowledge Graph Reasoning by Luoqiu Li et al
04-06-2021	Backdoor Attack in the Physical World by Yiming Li et al
04-06-2021	Robust Semantic Interpretability: Revisiting Concept Activation Vectors by Jacob Pfau et al
04-06-2021	Exploration of Hardware Acceleration Methods for an XNOR Traffic Signs Classifier by Dominika Przewlocka-Rus et al
04-08-2021	Just Label What You Need: Fine-Grained Active Selection for Perception and Prediction through Partially Labeled Scenes by Sean Segal et al
04-06-2021	White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks by Meghna P Ayyar et al
04-06-2021	Efficient Video Compression via Content-Adaptive Super-Resolution by Mehrdad Khani et al
04-06-2021	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization by Chen Ju et al
04-08-2021	Uncertainty-aware Remaining Useful Life predictor by Luca Biggio et al
04-06-2021	Are GAN generated images easy to detect? A critical analysis of the state-of-the-art by Diego Gragnaniello et al
04-07-2021	Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering by Corentin Dancette et al
04-08-2021	MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement by Szu-Wei Fu et al
04-06-2021	Future of work: ethics by David Pastor-Escuredo
04-07-2021	Analysis of Twitter Users Lifestyle Choices using Joint Embedding Model by Tunazzina Islam et al
04-07-2021	Enabling Integration and Interaction for Decentralized Artificial Intelligence in Airline Disruption Management by Kolawole Ogunsina et al
04-07-2021	MPN: Multimodal Parallel Network for Audio-Visual Event Localization by Jiashuo Yu et al
04-08-2021	Post-Hoc Domain Adaptation via Guided Data Homogenization by Kurt Willis et al
04-06-2021	Facial Attribute Transformers for Precise and Robust Makeup Transfer by Zhaoyi Wan et al
04-07-2021	A Question-answering Based Framework for Relation Extraction Validation by Jiayang Cheng et al
04-06-2021	Multiple instance active learning for object detection by Tianning Yuan et al
04-07-2021	The Use of Video Captioning for Fostering Physical Activity by Soheyla Amirian et al
04-08-2021	Computation and Bribery of Voting Power in Delegative Simple Games by Gianlorenzo D'Angelo et al
04-06-2021	LI-Net: Large-Pose Identity-Preserving Face Reenactment Network by Jin Liu et al
04-06-2021	Heuristics2Annotate: Efficient Annotation of Large-Scale Marathon Dataset For Bounding Box Regression by Pranjal Singh Rajput et al
04-06-2021	A Novel Approach for Semiconductor Etching Process with Inductive Biases by Sanghoon Myung et al
04-07-2021	Pretrained equivariant features improve unsupervised landmark discovery by Rahul Rahaman et al
04-07-2021	Bootstrapping of memetic from genetic evolution via inter-agent selection pressures by Nicholas Guttenberg et al
04-08-2021	On Mixed Iterated Revisions by Paolo Liberatore
04-06-2021	Proof Complexity of Symbolic QBF Reasoning by Stefan Mengel et al
04-06-2021	Instantaneous Stereo Depth Estimation of Real-World Stimuli with a Neuromorphic Stereo-Vision Setup by Nicoletta Risi et al
04-08-2021	Generative Landmarks by David Ferman et al
04-06-2021	Shapley Explanation Networks by Rui Wang et al
04-06-2021	Nonlinear Model Based Guidance with Deep Learning Based Target Trajectory Prediction Against Aerial Agile Attack Patterns by A. Sadik Satir et al
04-07-2021	Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data by Tingyi Wanyan et al
04-07-2021	Lower Bounds from Fitness Levels Made Easy by Benjamin Doerr et al
04-08-2021	Learning What To Do by Simulating the Past by David Lindner et al
04-09-2021	Incorporating External Knowledge to Enhance Tabular Reasoning by J. Neeraja et al
04-07-2021	Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation by Jinyoung Choi et al
04-06-2021	Contrastive Explanations for Explaining Model Adaptations by André Artelt et al
04-07-2021	On the Power of Refined Skat Selection by Stefan Edelkamp
04-07-2021	Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels by Qingqing Long et al
04-06-2021	Preferential Structures for Comparative Probabilistic Reasoning by Matthew Harrison-Trainor et al
04-09-2021	Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning by Ammar Fayad et al
04-08-2021	eGAN: Unsupervised approach to class imbalance using transfer learning by Ademola Okerinde et al
04-09-2021	INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision] by Sihem Amer-Yahia et al
04-06-2021	Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems by Karl-Philipp Kortmann et al
04-07-2021	The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL by Badr AlKhamissi et al
04-08-2021	Re-designing cities with conditional adversarial networks by Mohamed R. Ibrahim et al
04-07-2021	Deep Interpretable Models of Theory of Mind For Human-Agent Teaming by Ini Oguntola et al
04-08-2021	Towards End-to-End Neural Face Authentication in the Wild -- Quantifying and Compensating for Directional Lighting Effects by Viktor Varkarakis et al
04-08-2021	XFORMAL: A Benchmark for Multilingual Formality Style Transfer by Eleftheria Briakou et al

04-06-2021	Data-Driven Simulation of Ride-Hailing Services using Imitation and Reinforcement Learning by Haritha Jayasinghe et al
04-08-2021	Sequential Online Chore Division for Autonomous Vehicle Convoy Formation by Harel Yedidsion et al
04-07-2021	On-device Federated Learning with Flower by Akhil Mathur et al
04-09-2021	BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function by Zhongju Wang et al
04-08-2021	Deep Indexed Active Learning for Matching Heterogeneous Entity Representations by Arjit Jain et al
04-09-2021	Implementing Fair Regression In The Real World by Boris Ruf et al
04-07-2021	Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation by Xudong Li et al
04-08-2021	Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS by Manas Gaur et al
04-09-2021	Counter-Strike Deathmatch with Large-Scale Behavioural Cloning by Tim Pearce et al
04-07-2021	Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air by Satvik Garg et al
04-06-2021	Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems by Xugui Zhou et al
04-08-2021	BR-NS: an Archive-less Approach to Novelty Search by Achkan Salehi et al
04-06-2021	Towards a Rigorous Evaluation of Explainability for Multivariate Time Series by Rohit Saluja et al
04-06-2021	On the Basis of Sex: A Review of Gender Bias in Machine Learning Applications by Tal Feldman et al
04-06-2021	How to Accelerate Capsule Convolutions in Capsule Networks by Zhenhua Chen et al
04-06-2021	GEM: Group Enhanced Model for Learning Dynamical Control Systems by Philippe Hansen-Estruch et al
04-08-2021	Fast, Smart Neuromorphic Sensors Based on Heterogeneous Networks and Mixed Encodings by Angel Yanguas-Gil
04-08-2021	Individual Explanations in Machine Learning Models: A Case Study on Poverty Estimation by Alfredo Carrillo et al
04-08-2021	Individual Explanations in MachineLearning Models: A Survey for Practitioners by Alfredo Carrillo et al
04-07-2021	Improving Robustness of Deep Reinforcement Learning Agents: Environment Attacks based on Critic Networks by Lucas Schott et al
04-09-2021	Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML by Shweta Narkar et al
04-09-2021	Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling by Jonas Dippel et al
04-08-2021	Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future by Mohammed Temraz et al
04-09-2021	Morpho-evolution with learning using a controller archive as an inheritance mechanism by Léni K. Le Goff et al
04-08-2021	Risk-Aware Lane Selection on Highway with Dynamic Obstacles by Sangjae Bae et al
04-08-2021	Towards Agrobots: Trajectory Control of an Autonomous Tractor Using Type-2 Fuzzy Logic Controllers by Erdal Kayacan et al
04-06-2021	Neural Network-based Control for Multi-Agent Systems from Spatio-Temporal Specifications by Suhail Alsalehi et al
04-07-2021	Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning by Afaf Taik et al
04-07-2021	AI in Smart Cities: Challenges and approaches to enable road vehicle automation and smart traffic control by Cristofer Englund et al
04-08-2021	Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous Systems by Cong Hao et al
04-09-2021	Batch Monte Carlo Tree Search by Tristan Cazenave