Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers
- A Hybrid Probabilistic Approach for Table Understanding ↗Kexuan Sun, Harsha Rayudu, Jay Pujara23 citations
- A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large Conferences ↗Ivan Stelmakh, Nihar B. Shah, Aarti Singh et al.23 citations
- Alpha-Beta Pruning for Games with Simultaneous Moves ↗Abdallah Saffidine, Hilmar Finnsson, Michael Buro23 citations
- Attribute-Guided Adversarial Training for Robustness to Natural Perturbations ↗Tejas Gokhale, Rushil Anirudh, Bhavya Kailkhura et al.23 citations
- Compressed Least-Squares Regression on Sparse Spaces ↗Mahdi Milani Fard, Yuri Grinberg, Joëlle Pineau et al.23 citations
- Convex Kernelized Sorting ↗Nemanja Djuric, Mihajlo Grbovic, Slobodan Vučetić23 citations
- Degree Planning with PLAN-BERT: Multi-Semester Recommendation Using Future Courses of Interest ↗Erzhuo Shao, Shiyuan Guo, Zachary A. Pardos23 citations
- Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path ↗Lili Wang, Chongyang Gao, Cheng‐Han Huang et al.23 citations
- Exact Lifted Inference with Distinct Soft Evidence on Every Object ↗Hung Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz23 citations
- Exploiting Behavioral Consistence for Universal User Representation ↗Jie Gu, Feng Wang, Qinghui Sun et al.23 citations
- Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach ↗Suping Zhou, Jia Jia, Zhiyong Wu et al.23 citations
- Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers ↗Philipp Geiger, Christoph-Nikolas Straehle23 citations
- Learning from Noisy Labels with Complementary Loss Functions ↗Deng-Bao Wang, Yong Jiang Wen, Lujia Pan et al.23 citations
- Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning ↗Diane Oyen, Terran D.R. Lane23 citations
- MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements ↗Yang Li, Yu Shen, Jiawei Jiang et al.23 citations
- OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport ↗Derek Onken, Samy Wu Fung, Xingjian Li et al.23 citations
- One-shot Face Reenactment Using Appearance Adaptive Normalization ↗Guangming Yao, Yi Yuan, Tianjia Shao et al.23 citations
- Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation ↗Fanchao Lin, Hongtao Xie, Yan Li et al.23 citations
- Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition ↗Thomy Phan, Lenz Belzner, Thomas Gabor et al.23 citations
- Semi-Supervised Kernel Matching for Domain Adaptation ↗Min Xiao, Yuhong Guo23 citations
- Seven Challenges in Parallel SAT Solving ↗Youssef Hamadi, Christoph M. Wintersteiger23 citations
- Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network ↗Jong-Yeong Kim, Dong-Wan Choi23 citations
- Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation ↗Jilin Tang, Yi Yuan, Tianjia Shao et al.23 citations
- Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation ↗Jun-Hong Shen, Lin Forrest Yang23 citations
- A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints ↗Krishna C. Kalagarla, Rahul Jain, Pierluigi Nuzzo22 citations
- An Intelligent Battery Controller Using Bias-Corrected Q-learning ↗Donghun Lee, Warren B. Powell22 citations
- An Object-Based Bayesian Framework for Top-Down Visual Attention ↗Ali Borji, Dicky N. Sihite, Laurent Itti22 citations
- BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees ↗Zhongxuan Cai, Minglong Li, Wanrong Huang et al.22 citations
- Conceptualized and Contextualized Gaussian Embedding ↗Qian Chen, Fuli Feng, Lijie Wen et al.22 citations
- Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning ↗Jingran Zhang, Xing Xu, Fumin Shen et al.22 citations
- Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models ↗Ruiyuan Wu, Anna Scaglione, Hoi-To Wai et al.22 citations
- HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders ↗Wenting Zhao, Shufeng Kong, Junwen Bai et al.22 citations
- HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions ↗Shaobo Li, Xiaoguang Li, Lifeng Shang et al.22 citations
- Improving Request Compliance through Robot Affect ↗Lilia V. Moshkina22 citations
- Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs ↗Aria HasanzadeZonuzy, Archana Bura, Dileep M. Kalathil et al.22 citations
- MCTS Based on Simple Regret ↗David Tolpin, Solomon Eyal Shimony22 citations
- MetaAugment: Sample-Aware Data Augmentation Policy Learning ↗Fengwei Zhou, Jiawei Li, Chuanlong Xie et al.22 citations
- Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction ↗Qiang Zhou, Jingjing Gu, Xinjiang Lu et al.22 citations
- Planning in Factored Action Spaces with Symbolic Dynamic Programming ↗Aswin Raghavan, Saket Joshi, Alan Fern et al.22 citations
- Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data ↗Boyo Chen, Buo‐Fu Chen, Yun-Nung Chen22 citations
- Regret Bounds for Batched Bandits ↗Hossein Esfandiari, Amin Karbasi, Abbas Mehrabian et al.22 citations
- Rejection Sampling for Weighted Jaccard Similarity Revisited ↗Xiaoyun Li, Ping Li22 citations
- Robust Finite-State Controllers for Uncertain POMDPs ↗Murat Cubuktepe, Nils Jansen, Sebastian Junges et al.22 citations
- Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model ↗Qizhou Wang, Bo Han, Tongliang Liu et al.22 citations
- The Complexity of Planning Revisited — A Parameterized Analysis ↗Christer Bäckström, Yue Chen, Peter Jönsson et al.22 citations
- Usage-Centric Benchmarking of RDF Triple Stores ↗Mohamed Morsey, Jens Lehmann, Sören Auer et al.22 citations
- Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users ↗Moussa Doumbouya, Lisa Einstein, Chris Piech22 citations
- A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering ↗Tom Chao Zhou, Xiance Si, Edward Y. Chang et al.21 citations
- A Scalable Message-Passing Algorithm for Supply Chain Formation ↗Toni Penya-Alba, Meritxell Vinyals, Jesús Cerquides et al.21 citations
- Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans ↗Rohun A. Kshirsagar, Li-Yen Hsu, Charles H. Greenberg et al.21 citations
- Analogical Image Translation for Fog Generation ↗Rui Gong, Dengxin Dai, Yuhua Chen et al.21 citations
- Context Matters: Graph-based Self-supervised Representation Learning for Medical Images ↗Li Sun, Ke Yu, Kayhan N. Batmanghelich21 citations
- Correlative Channel-Aware Fusion for Multi-View Time Series Classification ↗Yue Bai, Lichen Wang, Zhiqiang Tao et al.21 citations
- Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation ↗Minsu Kim, Sunghun Joung, Seungryong Kim et al.21 citations
- DIBS: Diversity Inducing Information Bottleneck in Model Ensembles ↗Samarth Sinha, Homanga Bharadhwaj, Anirudh Goyal et al.21 citations
- Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws ↗Kookjin Lee, Kevin Carlberg21 citations
- Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting ↗Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas21 citations
- Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback ↗Yuchen Cui, Qiping Zhang, Sahil Jain et al.21 citations
- Differentially Private and Communication Efficient Collaborative Learning ↗Jiahao Ding, Guannan Liang, Jinbo Bi et al.21 citations
- DirectQE: Direct Pretraining for Machine Translation Quality Estimation ↗Qu Cui, Shujian Huang, Jiahuan Li et al.21 citations
- Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization ↗Jiaqi Gu, Chenghao Feng, Zheng Zhao et al.21 citations
- Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training ↗Tao Chen, Haochen Shi, Liyuan Liu et al.21 citations
- Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework ↗Chuheng Zhang, Yuanying Cai, Longbo Huang et al.21 citations
- Learning General Planning Policies from Small Examples Without Supervision ↗Guillem Marca Francés, Blai Bonet, Héctor Geffner21 citations
- Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching ↗Kun Zhang, Le Wu, Guangyi Lv et al.21 citations
- Market-Based Explanations of Collective Decisions ↗Dominik Peters, Grzegorz Pierczyński, Nisarg Shah et al.21 citations
- Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning ↗Shangtong Zhang, Bo Liu, Shimon Whiteson21 citations
- Multi-Domain Multi-Task Rehearsal for Lifelong Learning ↗Fan Lyu, Shuai Wang, Wei Feng et al.21 citations
- Multidimensional Uncertainty-Aware Evidential Neural Networks ↗Yibo Hu, Yuzhe Ou, Xujiang Zhao et al.21 citations
- Nearest Neighbor Classifier Embedded Network for Active Learning ↗Fang Wan, Tianning Yuan, Mengying Fu et al.21 citations
- Open Domain Dialogue Generation with Latent Images ↗Ze Yang, Wei Wu, Huang Hu et al.21 citations
- Out-of-Town Recommendation with Travel Intention Modeling ↗Haoran Xin, Xinjiang Lu, Tong Xu et al.21 citations
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies ↗Giulia Zarpellon, Jason Jo, Andrea Lodi et al.21 citations
- Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization ↗Yinuo Guo, Hualei Zhu, Zeqi Lin et al.21 citations
- SCAN: A Spatial Context Attentive Network for Joint Multi-Agent Intent Prediction ↗Jasmine Sekhon, Cody Harrison Fleming21 citations
- SMT-Based Verification of Hybrid Systems ↗Alessandro Cimatti, Sergio Mover, Stefano Tonetta21 citations
- Searching for Machine Learning Pipelines Using a Context-Free Grammar ↗Radu Marinescu, Akihiro Kishimoto, Parikshit Ram et al.21 citations
- Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation ↗Daizong Liu, Shuangjie Xu, Xiaoyang Liu et al.21 citations
- Symmetry Breaking for k-Robust Multi-Agent Path Finding ↗Zhe Chen, Daniel Harabor, Jiaoyang Li et al.21 citations
- TSQA: Tabular Scenario Based Question Answering ↗Xiao Li, Yawei Sun, Gong Cheng21 citations
- Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning ↗Chaoqun Wang, Xuejin Chen, Shaobo Min et al.21 citations
- Teaching Problem-Solving in Algorithms and AI ↗Lisa A. Torrey21 citations
- The Price of Connectivity in Fair Division ↗Xiaohui Bei, Ayumi Igarashi, Xinhang Lu et al.21 citations
- Towards a Cognitive System that Can Recognize Spatial Regions Based on Context ↗Nick Hawes, Matthew Klenk, Kate Lockwood et al.21 citations
- Unsupervised Active Learning via Subspace Learning ↗Changsheng Li, Kaihang Mao, Lingyan Liang et al.21 citations
- VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization ↗Kaichen Zhou, Changhao Chen, Bing Wang et al.21 citations
- A Graph-based Relevance Matching Model for Ad-hoc Retrieval ↗Yufeng Zhang, Jinghao Zhang, Zeyu Cui et al.20 citations
- A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations ↗Tianyang Zhao, Zhao Yan, Yunbo Cao et al.20 citations
- An Automated Engineering Assistant: Learning Parsers for Technical Drawings ↗Dries Van Daele, Nicholas Decleyre, Herman Dubois et al.20 citations
- Bayesian Optimized Monte Carlo Planning ↗John Mern, Anil Yildiz, Zachary N. Sunberg et al.20 citations
- C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak ↗Congxi Xiao, Jingbo Zhou, Jizhou Huang et al.20 citations
- Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model ↗Ryan Beal, Stuart E. Middleton, Timothy J. Norman et al.20 citations
- Complete Closed Time Intervals-Related Patterns Mining ↗Omer David Harel, Robert Moskovitch20 citations
- Computing Game-Theoretic Solutions and Applications to Security ↗Vincent Conitzer20 citations
- Computing the Nucleolus of Matching, Cover and Clique Games ↗Ning Chen, Pinyan Lu, Hongyang Zhang20 citations
- Constrained Risk-Averse Markov Decision Processes ↗Mohamadreza Ahmadi, Ugo Rosolia, Michel D. Ingham et al.20 citations
- Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions ↗Zhe Feng, Guru Guruganesh, Christopher Liaw et al.20 citations
- Coordination Between Individual Agents in Multi-Agent Reinforcement Learning ↗Yang Zhang, Qingyu Yang, Dou An et al.20 citations
- Copy That! Editing Sequences by Copying Spans ↗Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt20 citations
- Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems ↗Chuan Wen Luo, Bo Qiao, Wenqian Xing et al.20 citations
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