2022.4.18 AI papers

04-12-2022	A Review on Language Models as Knowledge Bases by Badr AlKhamissi et al
04-14-2022	Neighborhood Attention Transformer by Ali Hassani et al
04-14-2022	Masked Siamese Networks for Label-Efficient Learning by Mahmoud Assran et al
04-14-2022	Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin-picking by Kai Chen et al
04-13-2022	FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations by Leonardo F. R. Ribeiro et al
04-13-2022	DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization by Chaoli Wang et al
04-13-2022	METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals by Payal Bajaj et al
04-13-2022	Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification by Han Wang et al
04-14-2022	Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems by Mohammad Kachuee et al
04-14-2022	Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning by Geunseob Oh et al
04-12-2022	NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks by Swaroop Mishra et al
04-14-2022	Accelerated Policy Learning with Parallel Differentiable Simulation by Jie Xu et al
04-13-2022	Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity by Yiding Hao et al
04-14-2022	Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model by Carina Negreanu et al
04-14-2022	CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations by Rakesh R Menon et al
04-12-2022	Deep Annotation of Therapeutic Working Alliance in Psychotherapy by Baihan Lin et al
04-14-2022	Open Source HamNoSys Parser for Multilingual Sign Language Encoding by Sylwia Majchrowska et al
04-13-2022	Controllable Video Generation through Global and Local Motion Dynamics by Aram Davtyan et al
04-12-2022	Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting by Qingfeng Sun et al
04-13-2022	A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes by Dongxu Zhang et al
04-14-2022	Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making by Max Schemmer et al
04-14-2022	Dialogue Strategy Adaptation to New Action Sets Using Multi-dimensional Modelling by Simon Keizer et al
04-14-2022	RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks by Kosmas Pinitas et al
04-14-2022	Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis by Fabian A. Braeu et al
04-13-2022	What Matters in Language Conditioned Robotic Imitation Learning by Oier Mees et al
04-13-2022	TangoBERT: Reducing Inference Cost by using Cascaded Architecture by Jonathan Mamou et al
04-14-2022	Interpretability of Machine Learning Methods Applied to Neuroimaging by Elina Thibeau-Sutre et al
04-13-2022	CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection by Parag Dutta et al
04-13-2022	Deep Learning Model with GA based Feature Selection and Context Integration by Ranju Mandal et al
04-15-2022	Resource-Aware Distributed Submodular Maximization: A Paradigm for Multi-Robot Decision-Making by Zirui Xu et al
04-12-2022	Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering by Tarik Arici et al
04-13-2022	TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes by Sherzod Hakimov et al
04-13-2022	Copiloting Autonomous Multi-Robot Missions: A Game-inspired Supervisory Control Interface by Marcel Kaufmann et al
04-12-2022	MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages by Gokul Karthik Kumar et al
04-12-2022	Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model by Jianning Li et al
04-12-2022	Mining Logical Event Schemas From Pre-Trained Language Models by Lane Lawley et al
04-13-2022	A Universality-Individuality Integration Model for Dialog Act Classification by Gao Pengfei et al
04-14-2022	EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification by Abbas Salami et al
04-13-2022	Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding by Zeming Chen et al
04-12-2022	Multi-View Breast Cancer Classification via Hypercomplex Neural Networks by Eleonora Lopez et al
04-12-2022	A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs by Shaolin Ji et al
04-14-2022	Global Counterfactual Explanations: Investigations, Implementations and Improvements by Dan Ley et al
04-12-2022	ASR in German: A Detailed Error Analysis by Johannes Wirth et al
04-13-2022	Estimating Structural Disparities for Face Models by Shervin Ardeshir et al
04-13-2022	Enabling Synthetic Data adoption in regulated domains by Giorgio Visani et al
04-12-2022	Hierarchical Quality-Diversity for Online Damage Recovery by Maxime Allard et al
04-12-2022	Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition by Yuan Sui et al
04-12-2022	Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification by Jin-Yu Yang et al
04-13-2022	Leveraging convergence behavior to balance conflicting tasks in multi-task learning by Angelica Tiemi Mizuno Nakamura et al
04-13-2022	Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing by Ranju Mandal et al
04-12-2022	Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network by Yannic Lops et al
04-12-2022	Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review by Lauren Coan et al
04-13-2022	Learning Convolutional Neural Networks in the Frequency Domain by Hengyue Pan et al
04-12-2022	Membership-Mappings for Practical Secure Distributed Deep Learning by Mohit Kumar et al
04-13-2022	Data-heterogeneity-aware Mixing for Decentralized Learning by Yatin Dandi et al
04-12-2022	Finding Trolls Under Bridges: Preliminary Work on a Motif Detector by W. Victor H. Yarlott et al
04-14-2022	Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale by Ihab F. Ilyas et al
04-13-2022	HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images by Jikuan Qian et al
04-14-2022	Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission by Siyi Tang et al
04-12-2022	Neural Texture Extraction and Distribution for Controllable Person Image Synthesis by Yurui Ren et al
04-14-2022	HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks by Minh-Duong Nguyen et al
04-12-2022	DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection by Haibao Yu et al
04-13-2022	MINSU (Mobile Inventory And Scanning Unit):Computer Vision and AI by Jihoon Ryoo et al
04-13-2022	Flexible Multiple-Objective Reinforcement Learning for Chip Placement by Fu-Chieh Chang et al
04-13-2022	Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity by Camila Kolling et al
04-13-2022	Encoding Domain Knowledge in Multi-view Latent Variable Models: A Bayesian Approach with Structured Sparsity by Arber Qoku et al
04-14-2022	Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection by Minqian Liu et al
04-14-2022	The Art of Prompting: Event Detection based on Type Specific Prompts by Sijia Wang et al
04-14-2022	YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss by Debapriya Maji et al
04-15-2022	ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification by Meiqi Chen et al
04-13-2022	Research on Intellectual Property Resource Profile and Evolution Law by Yuhui Wang et al
04-14-2022	Diagnosing and Fixing Manifold Overfitting in Deep Generative Models by Gabriel Loaiza-Ganem et al
04-12-2022	Offline Distillation for Robot Lifelong Learning with Imbalanced Experience by Wenxuan Zhou et al
04-12-2022	Maximum Entropy Baseline for Integrated Gradients by Hanxiao Tan
04-12-2022	Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization by Syrine Belakaria et al
04-13-2022	Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures by Huming Qiu et al
04-14-2022	3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume by Jianye Pang et al
04-13-2022	Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar by Yaojie Hu et al
04-12-2022	Forecasting SQL Query Cost at Twitter by Chunxu Tang et al
04-14-2022	OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes by Jingrui Yu et al
04-14-2022	XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding by Chan-Jan Hsu et al
04-13-2022	SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study by Samuel Cahyawijaya et al
04-14-2022	RecurSeed and CertainMix for Weakly Supervised Semantic Segmentation by Sang Hyun Jo et al
04-12-2022	Proximal Policy Optimization Learning based Control of Congested Freeway Traffic by Shurong Mo et al
04-13-2022	Stealing Malware Classifiers and AVs at Low False Positive Conditions by Maria Rigaki et al
04-14-2022	Composite Code Sparse Autoencoders for first stage retrieval by Carlos Lassance et al
04-12-2022	Multi-agent Actor-Critic with Time Dynamical Opponent Model by Yuan Tian et al
04-12-2022	Enhancement of Pitch Controllability using Timbre-Preserving Pitch Augmentation in FastPitch by Hanbin Bae et al
04-13-2022	Large-scale multi-objective influence maximisation with network downscaling by Elia Cunegatti et al
04-14-2022	Methodical Advice Collection and Reuse in Deep Reinforcement Learning by Sahir et al
04-15-2022	End-to-End Sensitivity-Based Filter Pruning by Zahra Babaiee et al
04-15-2022	Knowledgebra: An Algebraic Learning Framework for Knowledge Graph by Tong Yang et al
04-15-2022	Understanding Game-Playing Agents with Natural Language Annotations by Nicholas Tomlin et al
04-15-2022	Towards Fine-grained Causal Reasoning and QA by Linyi Yang et al
04-14-2022	Stream-based Active Learning with Verification Latency in Non-stationary Environments by Andrea Castellani et al
04-13-2022	Improving adaptability to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents by Olivier Moulin et al
04-14-2022	GloCAL: Glocalized Curriculum-Aided Learning of Multiple Tasks with Application to Robotic Grasping by Anil Kurkcu et al
04-14-2022	Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation by Zhiyuan Wu et al
04-12-2022	Retrieval of Scientific and Technological Resources for Experts and Scholars by Suyu Ouyang et al
04-13-2022	Four algorithms for propositional forgetting by Paolo Liberatore
04-15-2022	Efficient Architecture Search for Diverse Tasks by Junhong Shen et al
04-13-2022	Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning by Ugo Lecerf et al
04-12-2022	Enriching Artificial Intelligence Explanations with Knowledge Fragments by Jože M. Rožanec et al
04-14-2022	On Scheduling Mechanisms Beyond the Worst Case by Yansong Gao et al
04-15-2022	Neural Structured Prediction for Inductive Node Classification by Meng Qu et al
04-13-2022	DRAGON : A suite of Hardware Simulation and Optimization tools for Modern Workloads by Khushal Sethi
04-15-2022	Summarization with Graphical Elements by Maartje ter Hoeve et al
04-15-2022	Scalable and Real-time Multi-Camera Vehicle Detection, Re-Identification, and Tracking by Pirazh Khorramshahi et al
04-14-2022	A collaborative decomposition-based evolutionary algorithm integrating normal and penalty-based boundary intersection for many-objective optimization by Yu Wu et al
04-15-2022	Evaluation Benchmarks for Spanish Sentence Representations by Vladimir Araujo et al
04-13-2022	Local Feature Swapping for Generalization in Reinforcement Learning by David Bertoin et al
04-14-2022	Exact and approximate determination of the Pareto set using minimal correction subsets by Andreia P. Guerreiro et al
04-14-2022	Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task by Weichao Gan et al
04-12-2022	A Reinforcement Learning Approach for Electric Vehicle Routing Problem with Vehicle-to-Grid Supply by Ajay Narayanan et al
04-12-2022	AdaTest:Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection by Huili Chen et al
04-14-2022	Retrospective on the 2021 BASALT Competition on Learning from Human Feedback by Rohin Shah et al
04-14-2022	Brazilian Court Documents Clustered by Similarity Together Using Natural Language Processing Approaches with Transformers by Raphael Souza de Oliveira et al
04-14-2022	Optimal quadratic binding for relational reasoning in vector symbolic neural architectures by Naoki Hiratani et al
04-13-2022	An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition by Chen Xiaona et al
04-13-2022	De-IReps: Searching for improved Re-parameterizing Architecture based on Differentiable Evolution Strategy by Xinyi Yu et al
04-14-2022	EXPERT: Public Benchmarks for Dynamic Heterogeneous Academic Graphs by Sameera Horawalavithana et al
04-14-2022	Approximating Constraint Manifolds Using Generative Models for Sampling-Based Constrained Motion Planning by Cihan Acar et al
04-15-2022	The Importance of Credo in Multiagent Learning by David Radke et al
04-13-2022	Fair Algorithm Design: Fair and Efficacious Machine Scheduling by April Niu et al
04-14-2022	Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation by Kuangen Zhang et al
04-15-2022	Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition by Bo Sun et al
04-12-2022	A Three-phase Augmented Classifiers Chain Approach Based on Co-occurrence Analysis for Multi-Label Classification by Gao Pengfei et al
04-12-2022	Hybrid Feature- and Similarity-Based Models for Prediction and Interpretation using Large-Scale Observational Data by Jacqueline K. Kueper et al
04-15-2022	Divide & Conquer Imitation Learning by Alexandre Chenu et al
04-15-2022	Decision-making with E-admissibility given a finite assessment of choices by Arne Decadt et al
04-12-2022	Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review by Md. Milon Islam et al
04-15-2022	Knowledge Equivalence in Digital Twins of Intelligent Systems by Nan Zhang et al
04-14-2022	Stateless and Rule-Based Verification For Compliance Checking Applications by Mohammad Reza Besharati et al