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

2,330 papers · page 7 of 24 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)

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601. **[Encoding Human Domain Knowledge to Warm Start Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i6.16638)**Andrew Silva, Matthew Gombolay*33 citations*
602. **[Image Captioning with Context-Aware Auxiliary Guidance ↗](https://doi.org/10.1609/aaai.v35i3.16361)**Zeliang Song, Xiaofei Zhou, Zhendong Mao et al.*33 citations*
603. **[Improving Hierarchical Planning Performance by the Use of Landmarks ↗](https://doi.org/10.1609/aaai.v26i1.8366)**Mohamed Elkawkagy, Pascal Bercher, Bernd Schattenberg et al.*33 citations*
604. **[Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances ↗](https://doi.org/10.1609/aaai.v35i17.17784)**Kiri L. Wagstaff, Steven Lu, Emily R. Dunkel et al.*33 citations*
605. **[Measuring Dependence with Matrix-based Entropy Functional ↗](https://doi.org/10.1609/aaai.v35i12.17288)**Shujian Yu, Francesco Alesiani, Xi Yu et al.*33 citations*
606. **[Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts ↗](https://doi.org/10.1609/aaai.v35i15.17580)**Hanmeng Liu, Leyang Cui, Jian Liu et al.*33 citations*
607. **[Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v35i1.16165)**Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti et al.*33 citations*
608. **[RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous Driving ↗](https://doi.org/10.1609/aaai.v35i3.16288)**Peixuan Li, Shun Su, Huaici Zhao*33 citations*
609. **[Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition ↗](https://doi.org/10.1609/aaai.v35i4.16471)**Benjia Zhou, Yunan Li, Jun Wan*33 citations*
610. **[SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition ↗](https://doi.org/10.1609/aaai.v35i4.16442)**Chengwei Zhang, Yunlu Xu, Zhanzhan Cheng et al.*33 citations*
611. **[Symbolic Dynamic Programming for Continuous State and Action MDPs ↗](https://doi.org/10.1609/aaai.v26i1.8372)**Zahra Zamani, Scott Sanner, Cheng Fang*33 citations*
612. **[Taxonomy Completion via Triplet Matching Network ↗](https://doi.org/10.1609/aaai.v35i5.16596)**Jieyu Zhang, Xiangchen Song, Ying Zeng et al.*33 citations*
613. **[Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity ↗](https://doi.org/10.1609/aaai.v26i1.8323)**Saeed Abdullah, Nicholas D. Lane, Tanzeem Choudhury*33 citations*
614. **[Towards Universal Physical Attacks on Single Object Tracking ↗](https://doi.org/10.1609/aaai.v35i2.16211)**Li Ding, Yongwei Wang, Kaiwen Yuan et al.*33 citations*
615. **[Universal Trading for Order Execution with Oracle Policy Distillation ↗](https://doi.org/10.1609/aaai.v35i1.16083)**Yuchen Fang, Kan Ren, Weiqing Liu et al.*33 citations*
616. **[A Lightweight Neural Model for Biomedical Entity Linking ↗](https://doi.org/10.1609/aaai.v35i14.17499)**Lihu Chen, Gael P. Varoquaux, Fabian M. Suchanek*32 citations*
617. **[Benchmarking Ontology-Based Query Rewriting Systems ↗](https://doi.org/10.1609/aaai.v26i1.8215)**Martha Imprialou, Giorgos Stoilos, Bernardo Cuenca Grau*32 citations*
618. **[CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting ↗](https://doi.org/10.1609/aaai.v35i12.17296)**Chaoyun Zhang, Marco Fiore, Iain Murray et al.*32 citations*
619. **[Computing Stackelberg Equilibria in Discounted Stochastic Games ↗](https://doi.org/10.1609/aaai.v26i1.8234)**Yevgeniy Vorobeychik, Satinder Pal Singh*32 citations*
620. **[Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition ↗](https://doi.org/10.1609/aaai.v35i7.16743)**Dae Ha Kim, Byung Cheol Song*32 citations*
621. **[Dense Events Grounding in Video ↗](https://doi.org/10.1609/aaai.v35i2.16175)**Peijun Bao, Qian Zheng, Yadong Mu*32 citations*
622. **[Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction ↗](https://doi.org/10.1609/aaai.v35i1.16084)**Chun-Mei Feng, Zhanyuan Yang, Geng Chen et al.*32 citations*
623. **[Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting ↗](https://doi.org/10.1609/aaai.v35i2.16245)**Yuhang He, Zhiheng Ma, Xing Wei et al.*32 citations*
624. **[Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i5.16590)**Yuhang Yao, Carlee Joe‐Wong*32 citations*
625. **[Kernel-Based Reinforcement Learning on Representative States ↗](https://doi.org/10.1609/aaai.v26i1.8294)**Branislav Kveton, Georgios Theocharous*32 citations*
626. **[Learnable Dynamic Temporal Pooling for Time Series Classification ↗](https://doi.org/10.1609/aaai.v35i9.17008)**Dongha Lee, Seonghyeon Lee, Hwanjo Yu*32 citations*
627. **[Learning Light-Weight Translation Models from Deep Transformer ↗](https://doi.org/10.1609/aaai.v35i15.17561)**Bei Li, Ziyang Wang, Hui Liu et al.*32 citations*
628. **[Learning Representations for Incomplete Time Series Clustering ↗](https://doi.org/10.1609/aaai.v35i10.17070)**Qianli Ma, Chuxin Chen, Sen Li et al.*32 citations*
629. **[MeInGame: Create a Game Character Face from a Single Portrait ↗](https://doi.org/10.1609/aaai.v35i1.16106)**Jiangke Lin, Yi Yuan, Zhengxia Zou*32 citations*
630. **[Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels ↗](https://doi.org/10.1609/aaai.v35i13.17364)**Pengfei Chen, Junjie Ye, Guangyong Chen et al.*32 citations*
631. **[Signaling in Bayesian Network Congestion Games: the Subtle Power of Symmetry ↗](https://doi.org/10.1609/aaai.v35i6.16663)**Matteo Castiglioni, Andrea Celli, Alberto Marchesi et al.*32 citations*
632. **[TRQ: Ternary Neural Networks With Residual Quantization ↗](https://doi.org/10.1609/aaai.v35i10.17036)**Yue Li, Wenrui Ding, Chunlei Liu et al.*32 citations*
633. **[Visual Tracking via Hierarchical Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i4.16443)**Dawei Zhang, Zheng Zheng, Riheng Jia et al.*32 citations*
634. **[Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling ↗](https://doi.org/10.1609/aaai.v35i5.16587)**Jia‐Qi Yang, Xiang Li, Shuguang Han et al.*31 citations*
635. **[Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling ↗](https://doi.org/10.1609/aaai.v35i2.16184)**Hong Chen, Yifei Huang, Hiroya Takamura et al.*31 citations*
636. **[Community-Aware Multi-Task Transportation Demand Prediction ↗](https://doi.org/10.1609/aaai.v35i1.16107)**Hao Liu, Qiyu Wu, Fuzhen Zhuang et al.*31 citations*
637. **[Explainable Models with Consistent Interpretations ↗](https://doi.org/10.1609/aaai.v35i3.16344)**Vipin Pillai, Hamed Pirsiavash*31 citations*
638. **[GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i5.16544)**Yi Li, Yilun Jin, Guojie Song et al.*31 citations*
639. **[Keyword-Guided Neural Conversational Model ↗](https://doi.org/10.1609/aaai.v35i16.17712)**Peixiang Zhong, Yong Liu, Hao Wang et al.*31 citations*
640. **[Linearly Replaceable Filters for Deep Network Channel Pruning ↗](https://doi.org/10.1609/aaai.v35i9.16978)**Donggyu Joo, Eojindl Yi, Sunghyun Baek et al.*31 citations*
641. **[Manifold Warping: Manifold Alignment over Time ↗](https://doi.org/10.1609/aaai.v26i1.8281)**Hoa T. Vu, Clifton Carey, Sridhar Mahadevan*31 citations*
642. **[Memory-Augmented Image Captioning ↗](https://doi.org/10.1609/aaai.v35i2.16220)**Zhengcong Fei*31 citations*
643. **[Multilingual Transfer Learning for QA using Translation as Data Augmentation ↗](https://doi.org/10.1609/aaai.v35i14.17491)**Mihaela A. Bornea, Lin Pan, Sara Rosenthal et al.*31 citations*
644. **[Opinion Target Extraction Using a Shallow Semantic Parsing Framework ↗](https://doi.org/10.1609/aaai.v26i1.8346)**Shoushan Li, Rongyang Wang, Guodong Zhou*31 citations*
645. **[Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests ↗](https://doi.org/10.1609/aaai.v26i1.8098)**Xi Alice Gao, Yoram Bachrach, Peter B. Key et al.*31 citations*
646. **[Re-TACRED: Addressing Shortcomings of the TACRED Dataset ↗](https://doi.org/10.1609/aaai.v35i15.17631)**George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos*31 citations*
647. **[Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking ↗](https://doi.org/10.1609/aaai.v35i14.17528)**Yingjie Gu, Xiaoye Qu, Zhefeng Wang et al.*31 citations*
648. **[Relation-aware Graph Attention Model with Adaptive Self-adversarial Training ↗](https://doi.org/10.1609/aaai.v35i11.17129)**Xiao Qin, Nasrullah Sheikh, Berthold Reinwald et al.*31 citations*
649. **[Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks ↗](https://doi.org/10.1609/aaai.v35i1.16168)**Yoon‐Je Suh, Byung Hyung Kim*31 citations*
650. **[SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification ↗](https://doi.org/10.1609/aaai.v35i2.16262)**Xiaoke Jiang, Yu Qiao, Junjie Yan et al.*31 citations*
651. **[Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v35i2.16230)**Jiannan Ge, Hongtao Xie, Shaobo Min et al.*31 citations*
652. **[Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks ↗](https://doi.org/10.1609/aaai.v26i1.8114)**Guanfeng Liu, Yan Wang, Mehmet Ali Orgun*31 citations*
653. **[Teaching Reinforcement Learning with Mario: An Argument and Case Study ↗](https://doi.org/10.1609/aaai.v25i3.18841)**Matthew Edmund Taylor*31 citations*
654. **[Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context ↗](https://doi.org/10.1609/aaai.v35i3.16323)**Ziyi Liu, Le Wang, Wei Tang et al.*31 citations*
655. **[ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud Completion ↗](https://doi.org/10.1609/aaai.v35i4.16478)**Daoming Zong, Shiliang Sun, Jing Zhao*30 citations*
656. **[Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition ↗](https://doi.org/10.1609/aaai.v35i16.17661)**Yubei Xiao, Ke Gong, Pan Zhou et al.*30 citations*
657. **[Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v35i4.16396)**Guile Wu, Shaogang Gong*30 citations*
658. **[Defending against Backdoors in Federated Learning with Robust Learning Rate ↗](https://doi.org/10.1609/aaai.v35i10.17118)**Mustafa Safa Özdayi, Murat Kantarcıoğlu, Yulia R. Gel*30 citations*
659. **[Dynamic Position-aware Network for Fine-grained Image Recognition ↗](https://doi.org/10.1609/aaai.v35i4.16384)**Shijie Wang, Haojie Li, Zhihui Wang et al.*30 citations*
660. **[Evidence Inference Networks for Interpretable Claim Verification ↗](https://doi.org/10.1609/aaai.v35i16.17655)**Lianwei Wu, Yuan Rao, Ling Sun et al.*30 citations*
661. **[It Takes Two to Empathize: One to Seek and One to Provide ↗](https://doi.org/10.1609/aaai.v35i14.17539)**Mahshid Hosseini, Cornelia Caragea*30 citations*
662. **[Lifelong and Continual Learning Dialogue Systems: Learning during Conversation ↗](https://doi.org/10.1609/aaai.v35i17.17768)**Bing Liu, Sahisnu Mazumder*30 citations*
663. **[Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation ↗](https://doi.org/10.1609/aaai.v35i2.16212)**Yuhang Ding, Xin Feng Yu, Yi Ping Yang*30 citations*
664. **[PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector ↗](https://doi.org/10.1609/aaai.v35i10.17064)**Chuan Wen Luo, Pu Zhao, Chen Chen et al.*30 citations*
665. **[Patrol Strategies to Maximize Pristine Forest Area ↗](https://doi.org/10.1609/aaai.v26i1.8161)**Matthew Johnson, Fei Fang, Milind Tambe*30 citations*
666. **[Probabilistic Alternating-Time Temporal Logic of Incomplete Information and Synchronous Perfect Recall ↗](https://doi.org/10.1609/aaai.v26i1.8214)**Xiaowei Huang, Kaile Su, Chenyi Zhang*30 citations*
667. **[REWOrD: Semantic Relatedness in the Web of Data ↗](https://doi.org/10.1609/aaai.v26i1.8107)**Giuseppe Pirrò*30 citations*
668. **[SMART: A Situation Model for Algebra Story Problems via Attributed Grammar ↗](https://doi.org/10.1609/aaai.v35i14.17538)**Yining Hong, Qing Li, Ran Gong et al.*30 citations*
669. **[Scalable Verification of Quantized Neural Networks ↗](https://doi.org/10.1609/aaai.v35i5.16496)**Thomas A. Henzinger, Mathias Lechner, Đorđe Žikelić*30 citations*
670. **[Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance ↗](https://doi.org/10.1609/aaai.v26i1.8158)**David Reitter, Christian J. Lebiere*30 citations*
671. **[TextGAIL: Generative Adversarial Imitation Learning for Text Generation ↗](https://doi.org/10.1609/aaai.v35i16.17656)**Qingyang Wu, Lei Li, Zhou Yu*30 citations*
672. **[Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning ↗](https://doi.org/10.1609/aaai.v35i8.16914)**Haotian Fu, Hongyao Tang, Jianye Hao et al.*30 citations*
673. **[TreeCaps: Tree-Based Capsule Networks for Source Code Processing ↗](https://doi.org/10.1609/aaai.v35i1.16074)**Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang*30 citations*
674. **[A Permutation-Equivariant Neural Network Architecture For Auction Design ↗](https://doi.org/10.1609/aaai.v35i6.16711)**Jad Rahme, Samy Jelassi, Joan Bruna et al.*29 citations*
675. **[Advances in Lifted Importance Sampling ↗](https://doi.org/10.1609/aaai.v26i1.8400)**Vibhav Gogate, Abhay Jha, Deepak Venugopal*29 citations*
676. **[Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis ↗](https://doi.org/10.1609/aaai.v35i11.17228)**Zi Wang*29 citations*
677. **[End-to-end Semantic Role Labeling with Neural Transition-based Model ↗](https://doi.org/10.1609/aaai.v35i14.17515)**Hao Fei, Meishan Zhang, Bobo Li et al.*29 citations*
678. **[Fair and Truthful Mechanisms for Dichotomous Valuations ↗](https://doi.org/10.1609/aaai.v35i6.16647)**Moshe Babaioff, Tomer Ezra, Uriel Feige*29 citations*
679. **[Frugal Optimization for Cost-related Hyperparameters ↗](https://doi.org/10.1609/aaai.v35i12.17239)**Qingyun Wu, Chi Wang, Silu Huang*29 citations*
680. **[Hierarchical Graph Capsule Network ↗](https://doi.org/10.1609/aaai.v35i12.17268)**Jinyu Yang, Peilin Zhao, Yu Rong et al.*29 citations*
681. **[Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search ↗](https://doi.org/10.1609/aaai.v35i13.17341)**Taoan Huang, Sven Koenig, Bistra Dilkina*29 citations*
682. **[MASKER: Masked Keyword Regularization for Reliable Text Classification ↗](https://doi.org/10.1609/aaai.v35i15.17601)**Seung Jun Moon, Sangwoo Mo, Kimin Lee et al.*29 citations*
683. **[RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims ↗](https://doi.org/10.1609/aaai.v35i1.16122)**P. Gandhi Prakash, Srinivas Chilukuri, Nikhil Ranade et al.*29 citations*
684. **[Rethinking Object Detection in Retail Stores ↗](https://doi.org/10.1609/aaai.v35i2.16178)**Yuanqiang Cai, Longyin Wen, Libo Zhang et al.*29 citations*
685. **[Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric ↗](https://doi.org/10.1609/aaai.v35i16.17672)**Ivan P. Yamshchikov, Viacheslav Shibaev, Nikolai Alexandrovich Khlebnikov et al.*29 citations*
686. **[Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis ↗](https://doi.org/10.1609/aaai.v35i3.16317)**Xiaofeng Liu, Xiongchang Liu, Bo Hu et al.*29 citations*
687. **[Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage ↗](https://doi.org/10.1609/aaai.v35i1.16149)**Chengcheng Yang, Lisi Chen, Hao Wang et al.*29 citations*
688. **[AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks ↗](https://doi.org/10.1609/aaai.v35i3.16350)**Youngmin Ro, Jin Young Choi*28 citations*
689. **[Bringing UMAP Closer to the Speed of Light with GPU Acceleration ↗](https://doi.org/10.1609/aaai.v35i1.16118)**Corey Nolet, Victor Lafargue, Edward Raff et al.*28 citations*
690. **[Constructing a Fair Classifier with Generated Fair Data ↗](https://doi.org/10.1609/aaai.v35i9.16965)**Taeuk Jang, Feng Zheng, Xiaoqian Wang*28 citations*
691. **[Contrastive Transformation for Self-supervised Correspondence Learning ↗](https://doi.org/10.1609/aaai.v35i11.17220)**Ning Wang, Wengang Zhou, Houqiang Li*28 citations*
692. **[Dynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NER ↗](https://doi.org/10.1609/aaai.v35i16.17706)**Shan Zhao, Minghao Hu, Zhiping Cai et al.*28 citations*
693. **[EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17895)**Ayaan Haque*28 citations*
694. **[Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding ↗](https://doi.org/10.1609/aaai.v35i4.16376)**Dexin Wang, Deyi Xiong*28 citations*
695. **[Factored Models for Multiscale Decision-Making in Smart Grid Customers ↗](https://doi.org/10.1609/aaai.v26i1.8169)**Prashant P. Reddy, Manuela Veloso*28 citations*
696. **[Future-Guided Incremental Transformer for Simultaneous Translation ↗](https://doi.org/10.1609/aaai.v35i16.17696)**Shaolei Zhang, Yang Feng, Liangyou Li*28 citations*
697. **[Introduction to Machine Learning with Robots and Playful Learning ↗](https://doi.org/10.1609/aaai.v35i17.17841)**Viktoriya Olari, Kostadin Cvejoski, Øyvind Eide*28 citations*
698. **[Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling ↗](https://doi.org/10.1609/aaai.v35i3.16310)**Hongying Liu, Peng Zhao, Zhubo Ruan et al.*28 citations*
699. **[Multi-scale Graph Fusion for Co-saliency Detection ↗](https://doi.org/10.1609/aaai.v35i9.16951)**Rongyao Hu, Zhenyun Deng, Xiaofeng Zhu*28 citations*
700. **[Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray ↗](https://doi.org/10.1609/aaai.v35i1.16135)**Weinan Song, Yuan Liang, Jiawei Yang et al.*28 citations*

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