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

2,330 papers · page 12 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League ↗Patrick Lucey, Alina Bialkowski, Peter Carr et al.14 citations
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation ↗Kaihong Wang, Chenhongyi Yang, Margrit Betke14 citations
Contextualized Rewriting for Text Summarization ↗Guangsheng Bao, Yue Zhang14 citations
Deep Contextual Clinical Prediction with Reverse Distillation ↗Rohan Kodialam, Rebecca Peyser Boiarsky, Justin Lim et al.14 citations
DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis ↗Md Mahmudur Rahman, Koji Matsuo, Shinya Matsuzaki et al.14 citations
Efficient Folded Attention for Medical Image Reconstruction and Segmentation ↗Hang Zhang, Jinwei Zhang, Rongguang Wang et al.14 citations
Efficient License Plate Recognition via Holistic Position Attention ↗Yesheng Zhang, Zilei Wang, Jiafan Zhuang14 citations
Estimating Calibrated Individualized Survival Curves with Deep Learning ↗Fahad Kamran, Jenna Wiens14 citations
Exact Reduction of Huge Action Spaces in General Reinforcement Learning ↗Sultan Javed Majeed, Marcus Hütter14 citations
Exploiting Relationship for Complex-scene Image Generation ↗Tianyu Hua, Hongdong Zheng, Yalong Bai et al.14 citations
Fast and Compact Bilinear Pooling by Shifted Random Maclaurin ↗Tan Yu, Xiaoyun Li, Ping Li14 citations
GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling ↗Rohan Chitnis, Tom Silver, Joshua B. Tenenbaum et al.14 citations
Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing ↗Yunan Liu, Shanshan Zhang, Jian Jun Yang et al.14 citations
Improving Fairness and Privacy in Selection Problems ↗Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan et al.14 citations
Information Set Generation in Partially Observable Games ↗Mark Richards, Eyal Amir A14 citations
Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders ↗Arun Das, Jeffrey R. Mock, Yufei Huang et al.14 citations
Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate Scaling ↗Zhouyuan Huo, Bin Gu, Heng Huang14 citations
Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems ↗Shohei Enomoro, Takeharu Eda14 citations
Mirror Perspective-Taking with a Humanoid Robot ↗Justin Hart, Brian Scassellati14 citations
More the Merrier: Towards Multi-Emotion and Intensity Controllable Response Generation ↗Mauajama Firdaus, Hardik Chauhan, Asif Ekbal et al.14 citations
NASGEM: Neural Architecture Search via Graph Embedding Method ↗Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang et al.14 citations
Object-Centric Image Generation from Layouts ↗Tristan Sylvain, Pengchuan Zhang, Yoshua Bengio et al.14 citations
On Exploiting Hitting Sets for Model Reconciliation ↗Stylianos Loukas Vasileiou, Alessandro Previti, William Yeoh14 citations
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching ↗Andrea Giorgio Bartolini, Michele Lombardi, Michela Milano et al.14 citations
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning ↗Qin Wang, Boyuan Wang, Zhenlei Xu et al.14 citations
Perception Score: A Learned Metric for Open-ended Text Generation Evaluation ↗Jing Gu, Qingyang Wu, Zhou Yu14 citations
Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science ↗Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar et al.14 citations
RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation ↗Yan Dai, Xuanhan Wang, Lianli Gao et al.14 citations
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery ↗Christian Schroeder de Witt, Catherine Tong, Valentina Zantedeschi et al.14 citations
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation ↗Jiabin Zhang, Zheng Dong Zhu, Jiwen Lu et al.14 citations
Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning ↗Chao Chen, Dongsheng Li, Junchi Yan et al.14 citations
Segatron: Segment-Aware Transformer for Language Modeling and Understanding ↗He Bai, Peng Shi, Jimmy Lin et al.14 citations
StarNet: towards Weakly Supervised Few-Shot Object Detection ↗Leonid Karlinsky, Joseph Shtok, Amit Alfassy et al.14 citations
Static-Dynamic Interaction Networks for Offline Signature Verification ↗Huan Li, Ping Wei, Ping Hu14 citations
The Deployment-to-Saturation Ratio in Security Games ↗Manish Jain, Kevin Leyton‐Brown, Milind Tambe14 citations
The Maximin Support Method: An Extension of the D’Hondt Method to Approval-Based Multiwinner Elections ↗Luis Sánchez Fernández, Norberto Fernández, Jesús Arias Fisteus et al.14 citations
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement ↗Mingzhe Li, Xiuying Chen, Min Yang et al.14 citations
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder ↗Yajing Sun, Yong Shan, Chengguang Tang et al.14 citations
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data ↗Shahrzad Gholami, Narendran Kodandapani, Jane Wang et al.14 citations
A Dichotomy for 2-Constraint Forbidden CSP Patterns ↗Martin Cooper, Guillaume Escamocher13 citations
Achieving Envy-freeness and Equitability with Monetary Transfers ↗Haris Aziz13 citations
Adversarial Permutation Guided Node Representations for Link Prediction ↗Indradyumna Roy, Abir De, Soumen Chakrabarti13 citations
Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment ↗Fredrik Präntare, Herman Appelgren, Fredrik Heintz13 citations
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks ↗Hieu Pham, Quoc Viet Le13 citations
CamouFinder: Finding Camouflaged Instances in Images ↗Trung-Nghia Le, Vuong Nguyen, Cong Le et al.13 citations
Differentially Private k-Means via Exponential Mechanism and Max Cover ↗Huy Lê Nguyễn, Anamay Chaturvedi, Eric Z Xu13 citations
Distribution Matching for Rationalization ↗Yongfeng Huang, Yujun Chen, Yulun Du et al.13 citations
Don't Be Strict in Local Search! ↗Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak et al.13 citations
Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search ↗Alvaro Velasquez, Brett Bissey, Lior Barak et al.13 citations
Dynamically Grown Generative Adversarial Networks ↗Lanlan Liu, Yuting Zhang, Jia Hao Deng et al.13 citations
Educational Question Mining At Scale: Prediction, Analysis and Personalization ↗Zichao Wang, Sebastian Tschiatschek, Simon Woodhead et al.13 citations
Empowering Adaptive Early-Exit Inference with Latency Awareness ↗Xinrui Tan, Hongjia Li, Liming Wang et al.13 citations
Equality-Friendly Well-Founded Semantics and Applications to Description Logics ↗Georg Gottlob, André Hernich, Clemens Kupke et al.13 citations
Fairness in Influence Maximization through Randomization ↗Ruben Becker, Gianlorenzo D’Angelo, Sajjad Ghobadi et al.13 citations
Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences ↗Ruipeng Jia, Yanan Cao, Haichao Shi et al.13 citations
Forecasting Reservoir Inflow via Recurrent Neural ODEs ↗Fan Zhou, Liang Li13 citations
GIF Thumbnails: Attract More Clicks to Your Videos ↗Yi Xu, Fan Bai, Yingxuan Shi et al.13 citations
IA-GM: A Deep Bidirectional Learning Method for Graph Matching ↗Kaixuan Zhao, Shikui Tu, Lei Xu13 citations
Individual Fairness in Kidney Exchange Programs ↗Golnoosh Farnadi, William St-Arnaud, Behrouz Babaki et al.13 citations
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification ↗Chengyu Wang, Minghui Qiu, Jun Huang et al.13 citations
Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity ↗Binling Nie, Ruixue Ding, Pengjun Xie et al.13 citations
LRSC: Learning Representations for Subspace Clustering ↗Changsheng Li, Yang Chen, Bo Liu et al.13 citations
Learning Flexibly Distributional Representation for Low-quality 3D Face Recognition ↗Zihui Zhang, Cuican Yu, Shuang Xu et al.13 citations
Learning Task-Distribution Reward Shaping with Meta-Learning ↗Haosheng Zou, Tongzheng Ren, Dong Yan et al.13 citations
Lifted MEU by Weighted Model Counting ↗Udi Apsel, Ronen I. Brafman13 citations
Local Differential Privacy for Bayesian Optimization ↗Xingyu Zhou, Jian Rong Tan13 citations
Margin-Based Feature Selection in Incomplete Data ↗Qiang Lou, Zoran Obradović13 citations
Meta Learning for Causal Direction ↗Jean-François Ton, Dino Sejdinović, Kenji Fukumizu13 citations
Multi-level Distance Regularization for Deep Metric Learning ↗Yonghyun Kim, Wonpyo Park13 citations
NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique Problem ↗Jiejiang Chen, Shaowei Cai, Shiwei Pan et al.13 citations
On Fair Division under Heterogeneous Matroid Constraints ↗Amitay Dror, Michal Feldman, Erel Segal-Halevi13 citations
On Fair and Efficient Allocations of Indivisible Goods ↗Aniket Murhekar, Jugal Garg13 citations
Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults ↗Michael A. Osborne, Roman Garnett, Kevin Swersky et al.13 citations
Proactive Privacy-preserving Learning for Retrieval ↗Peng-Fei Zhang, Zi Helen Huang, Xin-Shun Xu13 citations
Reaching Individually Stable Coalition Structures in Hedonic Games ↗Felix Brandt, Martin Bullinger, Anaëlle Wilczynski13 citations
Searching for Alignment in Face Recognition ↗Xiaqing Xu, Qiang Meng, Yunxiao Qin et al.13 citations
Sembler: Ensembling Crowd Sequential Labeling for Improved Quality ↗Xian Wei Wu, Wei Fan, Yong Hai Yu13 citations
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient ↗An Ping Xu, Zhouyuan Huo, Heng Huang13 citations
Symmetry Breaking Constraints: Recent Results ↗Toby Walsh13 citations
Synchronous Interactive Decoding for Multilingual Neural Machine Translation ↗Hao He, Qian Wang, Zhipeng Yu et al.13 citations
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network ↗Zijian Shi, Yu Chen, John Cartlidge13 citations
The Parameterized Complexity of Abduction ↗Michael R. Fellows, Andreas Pfandler, Frances Rosamond et al.13 citations
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing ↗Runze Wang, Zhen-Hua Ling, Jingbo Zhou et al.13 citations
Two New Local Search Strategies for Minimum Vertex Cover ↗Shaowei Cai, Kaile Su, Abdul Sattar13 citations
Using First-Order Logic to Compress Sentences ↗Minlie Huang, Xing Shi, Feng Jin et al.13 citations
Very Important Person Localization in Unconstrained Conditions: A New Benchmark ↗Xiao Wang, Zheng Wang, Toshihiko Yamasaki et al.13 citations
Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval ↗Jinpeng Wang, Bin Chen, Qiang Zhang et al.13 citations
f-Aware Conflict Prioritization & Improved Heuristics For Conflict-Based Search ↗Eli Boyarski, Ariel Felner, Pierre Le Bodic et al.13 citations
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems ↗Truyen Tran, Dinh Phung, Svetha Venkatesh12 citations
Addressing Action Oscillations through Learning Policy Inertia ↗Chen Chen, Hongyao Tang, Jianye Hao et al.12 citations
Bayesian Unification of Sound Source Localization and Separation with Permutation Resolution ↗Takuma Otsuka, Katsuhiko Ishiguro, Hiroshi Sawada et al.12 citations
Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions ↗Yuhang Wu, Sunpreet S. Arora, Yanhong Wu et al.12 citations
Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment ↗Ivan Stelmakh, Nihar B. Shah, Aarti Singh12 citations
Characterizing the Evasion Attackability of Multi-label Classifiers ↗Zhuo Yang, Yufei Han, Xiangliang Zhang12 citations
Classification with Strategically Withheld Data ↗Anilesh K. Krishnaswamy, Haoming Li, David Rein et al.12 citations
Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning ↗Wenhan Xian, Feihu Huang, Heng Huang12 citations
Deep Radial-Basis Value Functions for Continuous Control ↗Kavosh Asadi, Neev Parikh, Ronald Parr et al.12 citations
Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach ↗Freddy Lécué12 citations
Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection ↗Taesun Whang, Dongyub Lee, Dongsuk Oh et al.12 citations
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels ↗Zunlei Feng, Zhonghua Wang, Xinchao Wang et al.12 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