2021.12.13 AI papers

12-10-2021	Where is Memory Information Stored in the Brain? by James Tee et al
12-09-2021	Extending the WILDS Benchmark for Unsupervised Adaptation by Shiori Sagawa et al
12-10-2021	CityNeRF: Building NeRF at City Scale by Yuanbo Xiangli et al
12-10-2021	Quantum Architecture Search via Continual Reinforcement Learning by Esther Ye et al
12-09-2021	Machine Learning for Utility Prediction in Argument-Based Computational Persuasion by Ivan Donadello et al
12-09-2021	PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning by Yining Hong et al
12-13-2021	Frontiers in Collective Intelligence: A Workshop Report by Tyler Millhouse et al
12-09-2021	KGE-CL: Contrastive Learning of Knowledge Graph Embeddings by Wentao Xu et al
12-13-2021	VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks by Yi-Lin Sung et al
12-09-2021	Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation by Anthony Simeonov et al
12-09-2021	Multimodal Interactions Using Pretrained Unimodal Models for SIMMC 2.0 by Joosung Lee et al
12-09-2021	LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading by Leyuan Qu et al
12-10-2021	Eigenspace Restructuring: a Principle of Space and Frequency in Neural Networks by Lechao Xiao
12-10-2021	Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain by Hannes Westermann et al
12-13-2021	Quantum Stream Learning by Yongcheng Ding et al
12-10-2021	Predicting Physical World Destinations for Commands Given to Self-Driving Cars by Dusan Grujicic et al
12-10-2021	VUT: Versatile UI Transformer for Multi-Modal Multi-Task User Interface Modeling by Yang Li et al
12-09-2021	An Experimental Design Perspective on Model-Based Reinforcement Learning by Viraj Mehta et al
12-10-2021	LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks by Adam Goodge et al
12-09-2021	RamBoAttack: A Robust Query Efficient Deep Neural Network Decision Exploit by Viet Quoc Vo et al
12-12-2021	Gamifying optimization: a Wasserstein distance-based analysis of human search by Antonio Candelieri et al
12-09-2021	Error-Aware Imitation Learning from Teleoperation Data for Mobile Manipulation by Josiah Wong et al
12-10-2021	DEBACER: a method for slicing moderated debates by Thomas Palmeira Ferraz et al
12-10-2021	Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning by Giseung Park et al
12-12-2021	Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation by Patrick Huber et al
12-10-2021	Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition by Kenichi Kumatani et al
12-10-2021	Logical Boltzmann Machines by Son N. Tran et al
12-09-2021	Locally Shifted Attention With Early Global Integration by Shelly Sheynin et al
12-10-2021	Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information by Jiahao Huang et al
12-10-2021	How Private Is Your RL Policy? An Inverse RL Based Analysis Framework by Kritika Prakash et al
12-13-2021	Solving the non-preemptive two queue polling model with generally distributed service and switch-over durations and Poisson arrivals as a Semi-Markov Decision Process by Dylan Solms
12-10-2021	TempoQR: Temporal Question Reasoning over Knowledge Graphs by Costas Mavromatis et al
12-09-2021	DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification by Yongbiao Chen et al
12-10-2021	Unsupervised Editing for Counterfactual Stories by Jiangjie Chen et al
12-09-2021	Provable Continual Learning via Sketched Jacobian Approximations by Reinhard Heckel
12-10-2021	Artificial Intellgence -- Application in Life Sciences and Beyond. The Upper Rhine Artificial Intelligence Symposium UR-AI 2021 by Karl-Herbert Schäfer et al
12-09-2021	The Fundamental Limits of Interval Arithmetic for Neural Networks by Matthew Mirman et al
12-10-2021	Deep Q-Network with Proximal Iteration by Kavosh Asadi et al
12-11-2021	Selecting Parallel In-domain Sentences for Neural Machine Translation Using Monolingual Texts by Javad Pourmostafa Roshan Sharami et al
12-09-2021	Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidatas Revision History by Lukas Schmelzeisen et al
12-09-2021	One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI by Zi Wang et al
12-09-2021	Semantic Construction Grammar: Bridging the NL / Logic Divide by Dave Schneider et al
12-09-2021	Learning Transferable Motor Skills with Hierarchical Latent Mixture Policies by Dushyant Rao et al
12-12-2021	Weakly Supervised Mapping of Natural Language to SQL through Question Decomposition by Tomer Wolfson et al
12-10-2021	A Validation Tool for Designing Reinforcement Learning Environments by Ruiyang Xu et al
12-09-2021	IFR-Explore: Learning Inter-object Functional Relationships in 3D Indoor Scenes by Qi Li et al
12-11-2021	Curvature-guided dynamic scale networks for Multi-view Stereo by Khang Truong Giang et al
12-09-2021	Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models by Biying Fu et al
12-12-2021	Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer by Shiye Lei et al
12-10-2021	Sequence-level self-learning with multiple hypotheses by Kenichi Kumatani et al
12-09-2021	Siamese Attribute-missing Graph Auto-encoder by Wenxuan Tu et al
12-10-2021	Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations by Jetsun Whitton et al
12-10-2021	Neural Attention Models in Deep Learning: Survey and Taxonomy by Alana Santana et al
12-09-2021	End-to-End Learning of Joint Geometric and Probabilistic Constellation Shaping by Vahid Aref et al
12-10-2021	Causal Knowledge Guided Societal Event Forecasting by Songgaojun Deng et al
12-09-2021	Complexity assessments for decidable fragments of Set Theory. III: A quadratic reduction of constraints over nested sets to Boolean formulae by Domenico Cantone et al
12-09-2021	VMAgent: Scheduling Simulator for Reinforcement Learning by Junjie Sheng et al
12-09-2021	Learning multiple gaits of quadruped robot using hierarchical reinforcement learning by Yunho Kim et al
12-10-2021	Hyperdimensional Feature Fusion for Out-Of-Distribution Detection by Samuel Wilson et al
12-10-2021	A Simple and Efficient Sampling-based Algorithm for General Reachability Analysis by Thomas Lew et al
12-13-2021	GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANs by Harshvardhan GM et al
12-09-2021	Zero-Shot Uncertainty-Aware Deployment of Simulation Trained Policies on Real-World Robots by Krishan Rana et al
12-10-2021	Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization by Raymond Li et al
12-11-2021	Formalising the Foundations of Discrete Reinforcement Learning in Isabelle/HOL by Mark Chevallier et al
12-12-2021	A Survey of Toxic Comment Classification Methods by Kehan Wang et al
12-10-2021	Benchmarking human visual search computational models in natural scenes: models comparison and reference datasets by F. Travi et al
12-09-2021	From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension by Nuo Chen et al
12-12-2021	Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer by Yunyun Huang et al
12-12-2021	ValueNet: A New Dataset for Human Value Driven Dialogue System by Liang Qiu et al
12-13-2021	Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching by Alessandro Finamore et al
12-10-2021	Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study by Tesshu Hanaka et al
12-13-2021	Detecting Emotion Carriers by Combining Acoustic and Lexical Representations by Sebastian P. Bayerl et al
12-13-2021	Centroid-UNet: Detecting Centroids in Aerial Images by N. Lakmal Deshapriya et al
12-13-2021	Learning Semantic-Aligned Feature Representation for Text-based Person Search by Shiping Li et al
12-10-2021	Layer-Parallel Training of Residual Networks with Auxiliary-Variable Networks by Qi Sun et al
12-13-2021	Controlled Cue Generation for Play Scripts by Alara Dirik et al
12-13-2021	MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning by Wenqiao Zhang et al
12-10-2021	A Generative Car-following Model Conditioned On Driving Styles by Yifan Zhang et al
12-10-2021	Assessing the Fairness of AI Systems: AI Practitioners Processes, Challenges, and Needs for Support by Michael Madaio et al
12-13-2021	Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs by Stephen Bonner et al
12-11-2021	Convergence of Generalized Belief Propagation Algorithm on Graphs with Motifs by Yitao Chen et al
12-10-2021	Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images by Weiwei Duan et al
12-10-2021	A Reinforcement Learning-based Adaptive Control Model for Future Street Planning, An Algorithm and A Case Study by Qiming Ye et al
12-13-2021	PantheonRL: A MARL Library for Dynamic Training Interactions by Bidipta Sarkar et al
12-12-2021	SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification by Ashwinee Panda et al
12-13-2021	Split GCN: Effective Interactive Annotation for Segmentation of Disconnected Instance by Namgil Kim et al
12-09-2021	Co-evolutionary hybrid intelligence by Kirill Krinkin et al
12-10-2021	Fast and scalable neuroevolution deep learning architecture search for multivariate anomaly detection by M. Pietroń et al
12-13-2021	Ex-Model: Continual Learning from a Stream of Trained Models by Antonio Carta et al
12-12-2021	Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation by Alper Emin Cetinkaya et al
12-11-2021	Overview of The MediaEval 2021 Predicting Media Memorability Task by Rukiye Savran Kiziltepe et al
12-13-2021	Generate Point Clouds with Multiscale Details from Graph-Represented Structures by Ximing Yang et al
12-13-2021	Understanding and Improving the Exemplar-based Generation for Open-domain Conversation by Seungju Han et al
12-12-2021	Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation by Ziwei Yu et al
12-10-2021	A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions by Brianna Richardson et al
12-13-2021	Birds Eye View Social Distancing Analysis System by Zhengye Yang et al
12-13-2021	Probability Density Estimation Based Imitation Learning by Yang Liu et al
12-13-2021	Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding by Kai Wei et al
12-09-2021	Learning Generalizable Behavior via Visual Rewrite Rules by Yiheng Xie et al
12-13-2021	Simple and Robust Loss Design for Multi-Label Learning with Missing Labels by Youcai Zhang et al
12-10-2021	Marvin: Innovative Omni-Directional Robotic Assistant for Domestic Environments by Andrea Eirale et al
12-13-2021	Improving Spectral Graph Convolution for Learning Graph-level Representation by Mingqi Yang et al
12-11-2021	MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare by Muchao Ye et al
12-12-2021	Video as Conditional Graph Hierarchy for Multi-Granular Question Answering by Junbin Xiao et al
12-10-2021	DisCo: Effective Knowledge Distillation For Contrastive Learning of Sentence Embeddings by Xing Wu et al
12-10-2021	A Puzzle-Based Dataset for Natural Language Inference by Roxana Szomiu et al
12-10-2021	Paradigms of Computational Agency by Srinath Srinivasa et al
12-10-2021	Towards autonomous artificial agents with an active self: modeling sense of control in situated action by Sebastian Kahl et al
12-10-2021	AAAI FSS-21: Artificial Intelligence in Government and Public Sector Proceedings by Mihai Boicu et al
12-12-2021	Semi-supervised Domain Adaptive Structure Learning by Can Qin et al
12-13-2021	Building on Huang et al. GlossBERT for Word Sense Disambiguation by Nikhil Patel et al
12-11-2021	Stereoscopic Universal Perturbations across Different Architectures and Datasets by Zachary Berger et al
12-13-2021	A Methodology for a Scalable, Collaborative, and Resource-Efficient Platform to Facilitate Healthcare AI Research by Raphael Y. Cohen et al
12-11-2021	Controlled-rearing studies of newborn chicks and deep neural networks by Donsuk Lee et al
12-13-2021	Geometric Path Enumeration for Equivalence Verification of Neural Networks by Samuel Teuber et al
12-12-2021	Up to 100x Faster Data-free Knowledge Distillation by Gongfan Fang et al
12-11-2021	Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection by Zekun Li et al
12-13-2021	Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators by Lennart Bamberg et al
12-12-2021	DeepFIB: Self-Imputation for Time Series Anomaly Detection by Minhao Liu et al
12-12-2021	MPLR: a novel model for multi-target learning of logical rules for knowledge graph reasoning by Yuliang Wei et al
12-11-2021	UPV at TREC Health Misinformation Track 2021 Ranking with SBERT and Quality Estimators by Ipek Baris Schlicht et al
12-13-2021	The King is Naked: on the Notion of Robustness for Natural Language Processing by Emanuele La Malfa et al
12-12-2021	ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs by Manas Gaur et al
12-13-2021	Explanation Container in Case-Based Biomedical Question-Answering by Prateek Goel et al
12-13-2021	Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots by Zichen He et al
12-11-2021	Efficient Device Scheduling with Multi-Job Federated Learning by Chendi Zhou et al
12-11-2021	Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning by Shraman Pal et al
12-11-2021	ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning by Xiao-Yang Liu et al
12-13-2021	Efficient Training of Volterra Series-Based Pre-distortion Filter Using Neural Networks by Vinod Bajaj et al
12-13-2021	Role of Human-AI Interaction in Selective Prediction by Elizabeth Bondi et al
12-10-2021	Branching Strategy Selection Approach Based on Vivification Ratio by Mao Luo et al
12-12-2021	Neural Point Process for Learning Spatiotemporal Event Dynamics by Zihao Zhou et al
12-12-2021	A Survey on Societal Event Forecasting with Deep Learning by Songgaojun Deng et al
12-13-2021	Fuzzy Win-Win: A Novel Approach to Quantify Win-Win Using Fuzzy Logic by Ahmad B. Hassanat et al
12-09-2021	Extending AdamW by Leveraging Its Second Moment and Magnitude by Guoqiang Zhang et al
12-12-2021	Representing Knowledge as Predictions (and State as Knowledge) by Mark Ring
12-10-2021	Autonomous Aerial Robot for High-Speed Search and Intercept Applications by Alejandro Rodriguez-Ramos et al
12-11-2021	Towards Autonomous Satellite Communications: An AI-based Framework to Address System-level Challenges by Juan Jose Garau-Luis et al
12-12-2021	Multi-Agent Vulnerability Discovery for Autonomous Driving with Hazard Arbitration Reward by Weilin Liu et al
12-09-2021	Obtaining Calibrated Probabilities with Personalized Ranking Models by Wonbin Kweon et al
12-09-2021	Value Function Factorisation with Hypergraph Convolution for Cooperative Multi-agent Reinforcement Learning by Yunpeng Bai et al
12-13-2021	Adaptation through prediction: multisensory active inference torque control by Cristian Meo et al
12-11-2021	Retrosynthetic Planning with Experience-Guided Monte Carlo Tree Search by Siqi Hong et al
12-13-2021	Stacked Generative Machine Learning Models for Fast Approximations of Steady-State Navier-Stokes Equations by Shen Wang et al
12-09-2021	Online Adaptation of Neural Network Models by Modified Extended Kalman Filter for Customizable and Transferable Driving Behavior Prediction by Letian Wang et al
12-11-2021	Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry by Karl Löwenmark et al
12-12-2021	Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates by Oren Barkan et al