2022.3.7 AI papers

03-01-2022	FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours by Shenggan Cheng et al
03-01-2022	Learning Robust Real-Time Cultural Transmission without Human Data by Cultural General Intelligence Team et al
03-03-2022	Understanding Failure Modes of Self-Supervised Learning by Neha Mukund Kalibhat et al
03-03-2022	Playable Environments: Video Manipulation in Space and Time by Willi Menapace et al
03-03-2022	Vision-Language Intelligence: Tasks, Representation Learning, and Large Models by Feng Li et al
03-02-2022	HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning by Paul Pu Liang et al
03-03-2022	Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning by Weixin Liang et al
03-01-2022	DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction by Masashi Okada et al
03-01-2022	Affordance Learning from Play for Sample-Efficient Policy Learning by Jessica Borja-Diaz et al
03-01-2022	Recent, rapid advancement in visual question answering architecture by Venkat Kodali et al
03-03-2022	Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking by Jamin Shin et al
03-03-2022	QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition by Andy T. Liu et al
03-01-2022	Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment by Mingyang Zhou et al
03-03-2022	DareFightingICE Competition: A Fighting Game Sound Design and AI Competition by Ibrahim Khan et al
03-02-2022	A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems by Rafael Figueiredo Prudencio et al
03-02-2022	Continual Feature Selection: Spurious Features in Continual Learning by Timothée Lesort
03-03-2022	The world seems different in a social context: a neural network analysis of human experimental data by Maria Tsfasman et al
03-01-2022	InCloud: Incremental Learning for Point Cloud Place Recognition by Joshua Knights et al
03-03-2022	Machine learning model to project the impact of Ukraine crisis by Javad T. Firouzjaee et al
03-01-2022	Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation by Wei Dai et al
03-03-2022	On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency by Thanh Nguyen-Tang
03-01-2022	On the Generalization of Representations in Reinforcement Learning by Charline Le Lan et al
03-02-2022	Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering by Soheil Esmaeilzadeh et al
03-02-2022	On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features by Jinxin Zhou et al
03-01-2022	MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning by Fangkai Jiao et al
03-02-2022	Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain by Ola Hall et al
03-01-2022	Exploring and Adapting Chinese GPT to Pinyin Input Method by Minghuan Tan et al
03-01-2022	Dual Embodied-Symbolic Concept Representations for Deep Learning by Daniel T. Chang
03-03-2022	Early Time-Series Classification Algorithms: An Empirical Comparison by Charilaos Akasiadis et al
03-02-2022	Improving the Diversity of Bootstrapped DQN via Noisy Priors by Li Meng et al
03-03-2022	Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning by Michael S. Lee et al
03-01-2022	How certain are your uncertainties? by Luke Whitbread et al
03-02-2022	Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models by Ze-Feng Gao et al
03-01-2022	Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems by Dominik Kowald et al
03-03-2022	Selective Residual M-Net for Real Image Denoising by Chi-Mao Fan et al
03-01-2022	Read before Generate! Faithful Long Form Question Answering with Machine Reading by Dan Su et al
03-01-2022	Automatic Depression Detection via Learning and Fusing Features from Visual Cues by Yanrong Guo et al
03-01-2022	Compliance Challenges in Forensic Image Analysis Under the Artificial Intelligence Act by Benedikt Lorch et al
03-02-2022	Audio Self-supervised Learning: A Survey by Shuo Liu et al
03-03-2022	Graph Neural Networks for Multimodal Single-Cell Data Integration by Hongzhi Wen et al
03-03-2022	Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work by Khawar Islam
03-01-2022	A Theory of Abstraction in Reinforcement Learning by David Abel
03-03-2022	Sparse Bayesian Optimization by Sulin Liu et al
03-03-2022	Optimized cost function for demand response coordination of multiple EV charging stations using reinforcement learning by Manu Lahariya et al
03-03-2022	DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations by Yiwei Lyu et al
03-02-2022	Deep Q-network using reservoir computing with multi-layered readout by Toshitaka Matsuki
03-01-2022	TSAM: A Two-Stream Attention Model for Causal Emotion Entailment by Duzhen Zhang et al
03-01-2022	Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization by Ali TehraniJamsaz et al
03-02-2022	Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem by Yong Liang Goh et al
03-03-2022	Local Constraint-Based Causal Discovery under Selection Bias by Philip Versteeg et al
03-01-2022	AI Planning Annotation for Sample Efficient Reinforcement Learning by Junkyu Lee et al
03-01-2022	Can No-reference features help in Full-reference image quality estimation? by Saikat Dutta et al
03-01-2022	Global-Local Regularization Via Distributional Robustness by Hoang Phan et al
03-02-2022	Detecting Chronic Kidney Disease(CKD) at the Initial Stage: A Novel Hybrid Feature-selection Method and Robust Data Preparation Pipeline for Different ML Techniques by Md. Taufiqul Haque Khan Tusar et al
03-02-2022	Avant-Satie! Using ERIK to encode task-relevant expressivity into the animation of autonomous social robots by Tiago Ribeiro et al
03-01-2022	Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection by Konstantin Kirchheim et al
03-03-2022	Rethinking the role of normalization and residual blocks for spiking neural networks by Shin-ichi Ikegawa et al
03-02-2022	The role of haptic communication in dyadic collaborative object manipulation tasks by Yiming Liu et al
03-01-2022	Sample Complexity versus Depth: An Information Theoretic Analysis by Hong Jun Jeon et al
03-03-2022	ββ-DARTS: Beta-Decay Regularization for Differentiable Architecture Search by Peng Ye et al
03-03-2022	An Efficient Subpopulation-based Membership Inference Attack by Shahbaz Rezaei et al
03-03-2022	Socially Aware Robot Crowd Navigation with Interaction Graphs and Human Trajectory Prediction by Shuijing Liu et al
03-03-2022	Identification in Tree-shaped Linear Structural Causal Models by Benito van der Zander et al
03-03-2022	An Open Challenge for Inductive Link Prediction on Knowledge Graphs by Mikhail Galkin et al
03-01-2022	Bayesian Optimisation for Robust Model Predictive Control under Model Parameter Uncertainty by Rel Guzman et al
03-03-2022	Nanopublication-Based Semantic Publishing and Reviewing: A Field Study with Formalization Papers by Cristina-Iulia Bucur et al
03-04-2022	Training language models to follow instructions with human feedback by Long Ouyang et al
03-01-2022	PaSca: a Graph Neural Architecture Search System under the Scalable Paradigm by Wentao Zhang et al
03-02-2022	Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification by Kai Yi et al
03-02-2022	Conditional Reconstruction for Open-set Semantic Segmentation by Ian Nunes et al
03-03-2022	Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models by Zhibo Wang et al
03-04-2022	Safety-aware metrics for object detectors in autonomous driving by Andrea Ceccarelli et al
03-01-2022	E-LMC: Extended Linear Model of Coregionalization for Predictions of Spatial Fields by Shihong Wang et al
03-01-2022	A Conformer Based Acoustic Model for Robust Automatic Speech Recognition by Yufeng Yang et al
03-02-2022	Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images by Bang You et al
03-02-2022	A Split Semantic Detection Algorithm for Psychological Sandplay Image by Xiaokun Feng et al
03-01-2022	Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction by Yuki Kubota et al
03-01-2022	Centralized Fairness for Redistricting by Seyed A. Esmaeili et al
03-02-2022	Engineering the Neural Automatic Passenger Counter by Nico Jahn et al
03-03-2022	3D endoscopic depth estimation using 3D surface-aware constraints by Shang Zhao et al
03-04-2022	Transformations in Learned Image Compression from a Communication Perspective by Youneng Bao et al
03-02-2022	Vision-based Large-scale 3D Semantic Mapping for Autonomous Driving Applications by Qing Cheng et al
03-03-2022	Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning by Soheil Esmaeilzadeh et al
03-02-2022	Learning in Sparse Rewards settings through Quality-Diversity algorithms by Giuseppe Paolo
03-04-2022	Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion by Dongxu Guo et al
03-04-2022	AutoDIME: Automatic Design of Interesting Multi-Agent Environments by Ingmar Kanitscheider et al
03-02-2022	Half Wavelet Attention on M-Net+ for Low-Light Image Enhancement by Chi-Mao Fan et al
03-04-2022	R-GCN: The R Could Stand for Random by Vic Degraeve et al
03-01-2022	Low-Cost On-device Partial Domain Adaptation (LoCO-PDA): Enabling efficient CNN retraining on edge devices by Aditya Rajagopal et al
03-03-2022	In the Service of Online Order: Tackling Cyber-Bullying with Machine Learning and Affect Analysis by Michal Ptaszynski et al
03-03-2022	Monitoring Diversity of AI Conferences: Lessons Learnt and Future Challenges in the DivinAI Project by Isabelle Hupont et al
03-01-2022	Keeping Minimal Experience to Achieve Efficient Interpretable Policy Distillation by Xiao Liu et al
03-03-2022	Label-Free Explainability for Unsupervised Models by Jonathan Crabbé et al
03-03-2022	User-Level Membership Inference Attack against Metric Embedding Learning by Guoyao Li et al
03-02-2022	On-Device Learning: A Neural Network Based Field-Trainable Edge AI by Hiroki Matsutani et al
03-04-2022	Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs by Sara Mandelli et al
03-02-2022	DN-DETR: Accelerate DETR Training by Introducing Query DeNoising by Feng Li et al
03-04-2022	Rethinking Efficient Lane Detection via Curve Modeling by Zhengyang Feng et al
03-01-2022	First do not fall: learning to exploit the environment with a damaged humanoid robot by Timothée Anne et al
03-01-2022	OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics by N. Passalis et al
03-02-2022	A Learning Based Framework for Handling Uncertain Lead Times in Multi-Product Inventory Management by Hardik Meisheri et al
03-02-2022	Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning by Somjit Nath et al
03-04-2022	Voice-Face Homogeneity Tells Deepfake by Harry Cheng et al

03-02-2022	Neuro-Symbolic Verification of Deep Neural Networks by Xuan Xie et al
03-03-2022	Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training by Pervaiz Iqbal Khan et al
03-02-2022	A Fully Memristive Spiking Neural Network with Unsupervised Learning by Peng Zhou et al
03-04-2022	MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations by Dou Hu et al
03-01-2022	Knock, knock. Whos there? -- Identifying football player jersey numbers with synthetic data by Divya Bhargavi et al
03-04-2022	Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box by Yu-Liang Chou et al
03-01-2022	Recovery of Missing Sensor Data by Reconstructing Time-varying Graph Signals by Anindya Mondal et al
03-03-2022	Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification by Hussam Azzuni et al
03-02-2022	Machine learning based lens-free imaging technique for field-portable cytometry by Rajkumar Vaghashiya et al
03-03-2022	Interventions, Where and How? Experimental Design for Causal Models at Scale by Panagiotis Tigas et al
03-02-2022	Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction by Fan Jin et al
03-04-2022	Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization by Minghuan Liu et al
03-03-2022	Towards Benchmarking and Evaluating Deepfake Detection by Chenhao Lin et al
03-03-2022	Risk-aware Stochastic Shortest Path by Tobias Meggendorfer
03-01-2022	There is a Time and Place for Reasoning Beyond the Image by Xingyu Fu et al
03-02-2022	Quality or Quantity: Toward a Unified Approach for Multi-organ Segmentation in Body CT by Fakrul Islam Tushar et al
03-03-2022	Semantic-guided Image Virtual Attribute Learning for Noisy Multi-label Chest X-ray Classification by Yuanhong Chen et al
03-02-2022	WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization by Mingkun Chen et al
03-01-2022	Efficient Dynamic Clustering: Capturing Patterns fromHistorical Cluster Evolution by Binbin Gu et al
03-04-2022	No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds by Ahmed Imtiaz Humayun et al
03-02-2022	SPICEprop: Backpropagating Errors Through Memristive Spiking Neural Networks by Peng Zhou et al
03-03-2022	Robust PACmm: Training Ensemble Models Under Model Misspecification and Outliers by Matteo Zecchin et al
03-01-2022	FIRL: Fast Imitation and Policy Reuse Learning by Yiwen Chen et al
03-02-2022	InsertionNet 2.0: Minimal Contact Multi-Step Insertion Using Multimodal Multiview Sensory Input by Oren Spector et al
03-02-2022	Controlling the Focus of Pretrained Language Generation Models by Jiabao Ji et al
03-04-2022	Improving Ant Colony Optimization Efficiency for Solving Large TSP Instances by Rafał Skinderowicz
03-01-2022	Belief propagation for supply networks: Efficient clustering of their factor graphs by Tim Ritmeester et al
03-01-2022	Determining Research Priorities for Astronomy Using Machine Learning by Brian Thomas et al
03-02-2022	On the Configuration of More and Less Expressive Logic Programs by Carmine Dodaro et al
03-04-2022	Look\&Listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement by Junwen Xiong et al
03-02-2022	Characterizing the organizational diversity of protein interaction networks across three domains of life by Vikram Singh et al
03-01-2022	TANDEM: Learning Joint Exploration and Decision Making with Tactile Sensors by Jingxi Xu et al
03-01-2022	Deep Temporal Interpolation of Radar-based Precipitation by Michiaki Tatsubori et al
03-02-2022	Weakly Supervised Correspondence Learning by Zihan Wang et al
03-02-2022	Analytical Solutions for the Inverse Problem within Gradual Semantics by Nir Oren et al
03-03-2022	GraspARL: Dynamic Grasping via Adversarial Reinforcement Learning by Tianhao Wu et al
03-04-2022	EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation by Yulin Xu et al
03-04-2022	Optimal Keywords Grouping in Sponsored Search Advertising under Uncertain Environments by Huiran Li et al
03-02-2022	Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems by Qinghua Lu et al
03-02-2022	Speaker Adaption with Intuitive Prosodic Features for Statistical Parametric Speech Synthesis by Pengyu Cheng et al
03-04-2022	Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs by Chengjin_Xu et al
03-03-2022	Learning Time-optimized Path Tracking with or without Sensory Feedback by Jonas C. Kiemel et al
03-02-2022	Pareto Frontier Approximation Network (PA-Net) to Solve Bi-objective TSP by Ishaan Mehta et al
03-02-2022	PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application by Wen Zhang et al
03-04-2022	Quantification of emotions in decision making by V. I. Yukalov
03-04-2022	AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment by Zhenbang Wu et al
03-04-2022	Forms and Norms of Indecision in Argumentation Theory by Daniela Schuster
03-04-2022	Cooperative Task and Motion Planning for Multi-Arm Assembly Systems by Jingkai Chen et al
03-03-2022	Detecting Offensive Language on Social Networks: An End-to-end Detection Method based on Graph Attention Networks by Zhenxiong Miao et al
03-01-2022	Computerization of Clinical Pathways: A Literature Review and Directions for Future Research by Ayman Alahmar et al
03-03-2022	Teaching Robots to Span the Space of Functional Expressive Motion by Arjun Sripathy et al
03-02-2022	Counterfactually Evaluating Explanations in Recommender Systems by Yuanshun Yao et al
03-04-2022	Aggregate effects of advertising decisions: a complex systems look at search engine advertising via an experimental study by Yanwu Yang et al