Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 11 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

Relative Attributes for Enhanced Human-Machine Communication ↗Devi Parikh, Adriana Kovashka, Amar Parkash et al.17 citations
Sample Selection for Universal Domain Adaptation ↗Omri Lifshitz, Lior Wolf17 citations
Spherical Image Generation from a Single Image by Considering Scene Symmetry ↗Takayuki Hara, Yusuke Mukuta, Tatsuya Harada17 citations
Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees ↗Qingbao Huang, Linzhang Mo, Pijian Li et al.17 citations
Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning ↗Michael Katz, Emil Keyder17 citations
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting ↗Longyuan Li, Jihai Zhang, Junchi Yan et al.17 citations
Toward Realistic Virtual Try-on Through Landmark Guided Shape Matching ↗Guoqiang Liu, Dan Song, Ruofeng Tong et al.17 citations
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors ↗Cheng Peng, Haofu Liao, Gina Wong et al.17 citations
A Multivariate Complexity Analysis of Lobbying in Multiple Referenda ↗Robert Bredereck, Jiehua Chen, Sepp Hartung et al.16 citations
A Theory of Independent Mechanisms for Extrapolation in Generative Models ↗Michel Besserve, Rémy Sun, Dominik Janzing et al.16 citations
Anticipating Future Relations via Graph Growing for Action Prediction ↗Xinxiao Wu, Jianwei Zhao, Ruiqi Wang16 citations
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention ↗Zhiqi Huang, Fenglin Liu, Xian Wei Wu et al.16 citations
Bayes-Adaptive Interactive POMDPs ↗Brenda Ng, Kofi Boakye, Carol A. Meyers et al.16 citations
Bounding Causal Effects on Continuous Outcome ↗Junzhe Zhang, Elias Bareinboim16 citations
C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer ↗Dongxu Wei, Xiaowei Xu, Haibin Shen et al.16 citations
Classification of Sparse Time Series via Supervised Matrix Factorization ↗Josif Grabocka, Αλέξανδρος Νανόπουλος, Lars Schmidt-Thieme16 citations
Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks ↗Xiyue Zhang, Xiaoning Du, Xiaofei Xie et al.16 citations
Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems ↗Matt Grenander, Robert Belfer, Ekaterina Kochmar et al.16 citations
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information ↗Yi Chen, Hong Qu, Malu Zhang et al.16 citations
Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond ↗Shifu Hou, Yujie Fan, Mingxuan Ju et al.16 citations
Distributional Reinforcement Learning via Moment Matching ↗Thanh Nguyen-Tang, Sunil Gupta, Svetha Venkatesh16 citations
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security ↗Lily Xu, Elizabeth Bondi, Fei Fang et al.16 citations
Exploratory Machine Learning with Unknown Unknowns ↗Peng Zhao, Yujie Zhang, Zhi‐Hua Zhou16 citations
FIXMYPOSE: Pose Correctional Captioning and Retrieval ↗Hyounghun Kim, Abhay Zala, Graham Burri et al.16 citations
Fair and Efficient Allocations under Lexicographic Preferences ↗Hadi Hosseini, Sujoy Sikdar, Rohit Vaish et al.16 citations
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks ↗Xin Chen, Lingxi Xie, Jun Hui Wu et al.16 citations
Generalized Sampling and Variance in Counterfactual Regret Minimization ↗Richard G. Gibson, Marc Lanctot, NEIL R. BURCH et al.16 citations
Hierarchical Macro Discourse Parsing Based on Topic Segmentation ↗Feng Jiang, Yaxin Fan, Xiaomin Chu et al.16 citations
HyperPlay: A Solution to General Game Playing with Imperfect Information ↗Michael Schofield, Timothy Cerexhe, Michael Thielscher16 citations
Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network ↗Matthew C. Fontaine, Ruilin Liu, Ahmed Khalifa et al.16 citations
Improving Causal Discovery By Optimal Bayesian Network Learning ↗Ni Yen Lu, Kun Zhang, Changhe Yuan16 citations
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation ↗Ieva Staliūnaitė, Philip John Gorinski, Ignacio Iacobacci16 citations
Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations ↗Woo-Jeoung Nam, Jaesik Choi, Seong–Whan Lee16 citations
Learning with Retrospection ↗Xiang Deng, Zhongfei Mark Zhang16 citations
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization ↗Baohang Zhou, Xiangrui Cai, Ying Zhang et al.16 citations
Metrics and Continuity in Reinforcement Learning ↗Charline Le Lan, Marc G. Bellemare, Pablo Samuel Castro16 citations
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels ↗Yang Siqi, Jun Zhang, Junzhou Huang et al.16 citations
Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach ↗Nozomi Nori, Danushka Bollegala, Hisashi Kashima16 citations
Object Relation Attention for Image Paragraph Captioning ↗Li-Chuan Yang, Chih-Yuan Yang, Jane Yung-jen Hsu16 citations
Performance and Preferences: Interactive Refinement of Machine Learning Procedures ↗Ashish Kapoor, Bongshin Lee, Desney S. Tan et al.16 citations
Semi-Relaxed Plan Heuristics ↗Emil Keyder, Joerg Hoffmann, Patrik Haslum16 citations
Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNet ↗Xingwei He, Victor O. K. Li16 citations
Spatial-temporal Causal Inference for Partial Image-to-video Adaptation ↗Jin Chen, Xinxiao Wu, Yao Hu et al.16 citations
Stratified Negation in Datalog with Metric Temporal Operators ↗David J. Tena Cucala, Przemysław Andrzej Wałęga, Bernardo Cuenca Grau et al.16 citations
Symbolic Synthesis of Observability Requirements for Diagnosability ↗Benjamin Bittner, Marco Bozzano, Alessandro Cimatti et al.16 citations
Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear Approximation ↗Yiting Wu, Min Zhang16 citations
Topological Machine Learning Methods for Power System Responses to Contingencies ↗Brian Bush, Yuzhou Chen, Dorcas Ofori-Boateng et al.16 citations
Towards Automated Choreographing of Web Services Using Planning ↗Guobing Zou, Yixin Chen, You Xu et al.16 citations
VRU Pose-SSD: Multiperson Pose Estimation For Automated Driving ↗Chandan Kumar, Jayanth Ramesh, Bodhisattwa Chakraborty et al.16 citations
Web-based Platform for K-12 AI Education in China ↗Chao Wu, Yan Li, Junxiang Li et al.16 citations
A Flexible Framework for Communication-Efficient Machine Learning ↗Sarit Khirirat, Sindri Magnússon, Arda Aytekin et al.15 citations
A Market-Inspired Bidding Scheme for Peer Review Paper Assignment ↗Reshef Meir, Jérôme Lang, Julien Lesca et al.15 citations
A Unified Multi-Scenario Attacking Network for Visual Object Tracking ↗Xuesong Chen, Canmiao Fu, Feng Zheng et al.15 citations
A Unified Pretraining Framework for Passage Ranking and Expansion ↗Ming Yan, Chenliang Li, Bin Bi et al.15 citations
Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks ↗Haobo Jiang, Jin Xie, Jian Yang15 citations
Attentive Neural Point Processes for Event Forecasting ↗Yulong Gu15 citations
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm ↗Saptarshi Chakraborty, Debolina Paul, Swagatam Das15 citations
Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning ↗Yangyang Zhao, Zhenyu Wang, Zhenhua Huang15 citations
Brain Decoding Using fNIRS ↗Lu Cao, Dandan Huang, Yue Zhang et al.15 citations
CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval ↗Hai Pham, Ricardo Guerrero, Vladimir Pavlović et al.15 citations
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning ↗A. Tuan Nguyen, Hyewon Jeong, Eunho Yang et al.15 citations
Consistent Right-Invariant Fixed-Lag Smoother with Application to Visual Inertial SLAM ↗Jianzhu Huai, Yukai Lin, Yuan Zhuang et al.15 citations
Continuous Self-Attention Models with Neural ODE Networks ↗Jing Zhang, Peng Zhang, Baiwen Kong et al.15 citations
Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras ↗Xipeng Chen, Pengxu Wei, Liang Lin15 citations
Effective Clustering of scRNA-seq Data to Identify Biomarkers without User Input ↗Hussain Ahmed Chowdhury15 citations
Efficient Certification of Spatial Robustness ↗Anian Ruoss, Maximilian Baader, Mislav Balunović et al.15 citations
Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning ↗Yifang Yin, Harsh Shrivastava, Ying Zhang et al.15 citations
Expected Value of Communication for Planning in Ad Hoc Teamwork ↗William Macke, Reuth Mirsky, Peter Stone15 citations
FIMAP: Feature Importance by Minimal Adversarial Perturbation ↗Matt Chapman-Rounds, Umang Bhatt, Erik Pazos et al.15 citations
GoT: a Growing Tree Model for Clustering Ensemble ↗Feijiang Li, Yuhua Qian, Jieting Wang15 citations
Graph-Based Tri-Attention Network for Answer Ranking in CQA ↗Wei Zhang, Zeyuan Chen, Chao Dong et al.15 citations
Hierarchical Double Dirichlet Process Mixture of Gaussian Processes ↗Aditya Tayal, Pascal Poupart, Yuying Li15 citations
How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation ↗Swaroop Ranjan Mishra, Anjana Arunkumar15 citations
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud ↗Mingye Xu, Zhipeng Zhou, Junhao Zhang et al.15 citations
Land Deformation Prediction via Slope-Aware Graph Neural Networks ↗Fan Zhou, Rongfan Li, Goce Trajcevski et al.15 citations
Learned Bi-Resolution Image Coding using Generalized Octave Convolutions ↗Mohammad Ali Akbari, Jie Liang, Jingning Han et al.15 citations
Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding ↗Yangyang Li, Lin Jie Kong, Fanhua Shang et al.15 citations
Multinomial Logit Contextual Bandits: Provable Optimality and Practicality ↗Min-hwan Oh, Garud Iyengar15 citations
Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs ↗Tony Gracious, Shubham Gupta, Arun Kanthali et al.15 citations
On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems ↗Ting-Jui Chang, Shahin Shahrampour15 citations
One for More: Selecting Generalizable Samples for Generalizable ReID Model ↗Enwei Zhang, Xinyang Jiang, Hao Cheng et al.15 citations
PID-Based Approach to Adversarial Attacks ↗Wan Chen, Biaohua Ye, Fangjun Huang15 citations
Point Cloud Semantic Scene Completion from RGB-D Images ↗Shoulong Zhang, Shuai Li, Aimin Hao et al.15 citations
Probing Product Description Generation via Posterior Distillation ↗Haolan Zhan, Hainan Zhang, Hongshen Chen et al.15 citations
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques ↗Yuanxin Liu, Zheng Lin, Fengcheng Yuan15 citations
Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches ↗Xing Chen, Lin Li, Guandong Xu et al.15 citations
SA-BNN: State-Aware Binary Neural Network ↗Chunlei Liu, Peng Chen, Bohan Zhuang et al.15 citations
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization ↗Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos et al.15 citations
Strong Explanations in Abstract Argumentation ↗Markus Ulbricht, Johannes Peter Wallner15 citations
Testing Independence Between Linear Combinations for Causal Discovery ↗Hao Zhang, Kun Zhang, Shuigeng Zhou et al.15 citations
Time-Independent Planning for Multiple Moving Agents ↗Keisuke Okumura, Yasumasa Tamura, Xavier Défago15 citations
Transfer Graph Neural Networks for Pandemic Forecasting ↗George Panagopoulos, Giannis Nikolentzos, Michalis Vazirgiannis15 citations
Verifiable Machine Ethics in Changing Contexts ↗Louise A. Dennis, Martin Mose Bentzen, Felix Lindner et al.15 citations
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests ↗Jiaao Chen, Diyi Yang15 citations
A Distributed Approach to Summarizing Spaces of Multiagent Schedules ↗James C. Boerkoel, Edmund H. Durfee14 citations
A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream Fusion ↗Danh Le-Phuoc, Thomas Eiter, Anh Le-Tuan14 citations
Argumentation Frameworks with Strong and Weak Constraints: Semantics and Complexity ↗Gianvincenzo Alfano, Sergio Greco, Francesco Parisi et al.14 citations
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example ↗Serena Booth, Yilun Zhou, Ankit Shah et al.14 citations
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling ↗Yutai Hou, Sanyuan Chen, Wanxiang Che et al.14 citations
Catch Me If You Can: Pursuit and Capture in Polygonal Environments with Obstacles ↗Kyle Klein, Subhash Suri14 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers