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# Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 7 of 19 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2020](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2020/)

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601. **[Ladder Loss for Coherent Visual-Semantic Embedding ↗](https://doi.org/10.1609/aaai.v34i07.7006)**Mo Zhou, Zhenxing Niu, Le Wang et al.*34 citations*
602. **[Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation ↗](https://doi.org/10.1609/aaai.v34i07.6961)**Renjiao Yi, Ping Tan, Stephen Ching-Feng Lin*34 citations*
603. **[Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning ↗](https://doi.org/10.1609/aaai.v34i04.5796)**Jicong Fan, Yuqian Zhang, Madeleine Udell*34 citations*
604. **[Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models ↗](https://doi.org/10.1609/aaai.v34i05.6513)**Mingjun M. Zhao, Haijiang Wu, Di Niu et al.*34 citations*
605. **[Robust Named Entity Recognition with Truecasing Pretraining ↗](https://doi.org/10.1609/aaai.v34i05.6368)**Stephen Mayhew, Nitish Gupta, Dan Roth*34 citations*
606. **[Unsupervised Domain Adaptation on Reading Comprehension ↗](https://doi.org/10.1609/aaai.v34i05.6245)**Yu Hua Cao, Meng Fang, Baosheng Yu et al.*34 citations*
607. **[Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks ↗](https://doi.org/10.1609/aaai.v34i04.5839)**Qiang Huang, Tingyu Xia, Huiyan Sun et al.*34 citations*
608. **[Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer ↗](https://doi.org/10.1609/aaai.v34i05.6524)**Henghui Zhu, Feng Nan, Zhiguo Wang et al.*34 citations*
609. **[Attending to Entities for Better Text Understanding ↗](https://doi.org/10.1609/aaai.v34i05.6254)**Pengxiang Cheng, Katrin Erk*33 citations*
610. **[CF-LSTM: Cascaded Feature-Based Long Short-Term Networks for Predicting Pedestrian Trajectory ↗](https://doi.org/10.1609/aaai.v34i07.6943)**Yi Xu, Jing Yang, Shaoyi Du*33 citations*
611. **[Enumerating Maximal k-Plexes with Worst-Case Time Guarantee ↗](https://doi.org/10.1609/aaai.v34i03.5625)**Yi Zhou, Jingwei Xu, Zhenyu Guo et al.*33 citations*
612. **[Learning Feature Interactions with Lorentzian Factorization Machine ↗](https://doi.org/10.1609/aaai.v34i04.6119)**Canran Xu, Ming Feng Wu*33 citations*
613. **[Multi-Scale Anomaly Detection on Attributed Networks ↗](https://doi.org/10.1609/aaai.v34i01.5409)**Leonardo Gutiérrez-Gómez, Alexandre Bovet, Jean‐Charles Delvenne*33 citations*
614. **[PIQA: Reasoning about Physical Commonsense in Natural Language](https://md.research.elamur.ai/free/en/papers/bisk-2019-piqa-reasoning-about-physical-commonsense/)**Yonatan Bisk, Rowan Zellers, Ronan Joseph Le Bras et al.*33 citations · our summary*
615. **[PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation ↗](https://doi.org/10.1609/aaai.v34i07.6615)**Kyungjune Baek, Minhyun Lee, Hyunjung Shim*33 citations*
616. **[Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning ↗](https://doi.org/10.1609/aaai.v34i04.5706)**Afshin Abdi, Faramarz Fekri*33 citations*
617. **[Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning ↗](https://doi.org/10.1609/aaai.v34i07.6779)**Ilchae Jung, Kihyun You, Hyeonwoo Noh et al.*33 citations*
618. **[Sequential Recommendation with Relation-Aware Kernelized Self-Attention ↗](https://doi.org/10.1609/aaai.v34i04.5854)**Mingi Ji, Weonyoung Joo, Kyungwoo Song et al.*33 citations*
619. **[Transparent Classification with Multilayer Logical Perceptrons and Random Binarization ↗](https://doi.org/10.1609/aaai.v34i04.6102)**Zhuo Wang, Wei Zhang, Ning Liu et al.*33 citations*
620. **[Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract) ↗](https://doi.org/10.1609/aaai.v34i10.7192)**Aria Khademi, Vasant Honavar*32 citations*
621. **[HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs ↗](https://doi.org/10.1609/aaai.v34i07.6823)**Fangyu Liu, Rongtian Ye, Xun Wang et al.*32 citations*
622. **[MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i01.5423)**Wentian Li, Xidong Feng, Haotian An et al.*32 citations*
623. **[Reasoning about Political Bias in Content Moderation ↗](https://doi.org/10.1609/aaai.v34i09.7117)**Shan Jiang, Ronald E. Robertson, Christo Wilson*32 citations*
624. **[RobuTrans: A Robust Transformer-Based Text-to-Speech Model ↗](https://doi.org/10.1609/aaai.v34i05.6337)**Naihan Li, Yanqing Liu, Yu Wu et al.*32 citations*
625. **[Robust Federated Learning via Collaborative Machine Teaching ↗](https://doi.org/10.1609/aaai.v34i04.5826)**Yufei Han, Xiangliang Zhang*32 citations*
626. **[Spherical Criteria for Fast and Accurate 360° Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6995)**Pengyu Zhao, Ansheng You, Yuanxing Zhang et al.*32 citations*
627. **[SubSpace Capsule Network ↗](https://doi.org/10.1609/aaai.v34i07.6703)**Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah*32 citations*
628. **[Subset Selection by Pareto Optimization with Recombination ↗](https://doi.org/10.1609/aaai.v34i03.5621)**Chao Qian, Chao Bian, Chao Feng*32 citations*
629. **[Towards Certificated Model Robustness Against Weight Perturbations ↗](https://doi.org/10.1609/aaai.v34i04.6105)**Tsui-Wei Weng, Pu Zhao, Sijia Liu et al.*32 citations*
630. **[Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ↗](https://doi.org/10.1609/aaai.v34i04.5943)**You-Wei Luo, Chuan-Xian Ren, Pengfei Ge et al.*32 citations*
631. **[Visual Dialogue State Tracking for Question Generation ↗](https://doi.org/10.1609/aaai.v34i07.6856)**Wei Pang, Xiaojie Wang*32 citations*
632. **[When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) ↗](https://doi.org/10.1609/aaai.v34i10.7158)**Shumin Deng, Ningyu Zhang, Zhanlin Sun et al.*32 citations*
633. **[Active Goal Recognition ↗](https://doi.org/10.1609/aaai.v34i06.6551)**Maayan Shvo, Sheila A. McIlraith*31 citations*
634. **[Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence ↗](https://doi.org/10.1609/aaai.v34i05.6216)**Yuhang Song, Andrzej Wojcicki, Thomas Lukasiewicz et al.*31 citations*
635. **[Complementary-View Multiple Human Tracking ↗](https://doi.org/10.1609/aaai.v34i07.6724)**Ruize Han, Wei Feng, Jiewen Zhao et al.*31 citations*
636. **[Contextual Parameter Generation for Knowledge Graph Link Prediction ↗](https://doi.org/10.1609/aaai.v34i03.5693)**George Stoica, Otilia Stretcu, Emmanouil Antonios Platanios et al.*31 citations*
637. **[DWM: A Decomposable Winograd Method for Convolution Acceleration ↗](https://doi.org/10.1609/aaai.v34i04.5838)**Di Huang, Xishan Zhang, Rui Zhang et al.*31 citations*
638. **[Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection ↗](https://doi.org/10.1609/aaai.v34i01.5481)**Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar et al.*31 citations*
639. **[Dynamic Programming for Predict+Optimise ↗](https://doi.org/10.1609/aaai.v34i02.5502)**Emir Demirović, Peter J. Stuckey, Tias Guns et al.*31 citations*
640. **[Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments ↗](https://doi.org/10.1609/aaai.v34i05.6516)**Yangyang Zhao, Zhenyu Wang, Kai Yin et al.*31 citations*
641. **[EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v34i04.5921)**Jinduo Liu, Junzhong Ji, Guangxu Xun et al.*31 citations*
642. **[Generative Adversarial Networks for Video-to-Video Domain Adaptation ↗](https://doi.org/10.1609/aaai.v34i04.5750)**Jiawei Chen, Yuexiang Li, Kai Ma et al.*31 citations*
643. **[Global Greedy Dependency Parsing ↗](https://doi.org/10.1609/aaai.v34i05.6348)**Zuchao Li, Hai Yan Zhao, Kevin Parnow*31 citations*
644. **[Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning ↗](https://doi.org/10.1609/aaai.v34i05.6477)**Qianming Xue, Wei Zhang, Hongyuan Zha*31 citations*
645. **[Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v34i04.6169)**Yixin Zhang, Zilei Wang*31 citations*
646. **[PSENet: Psoriasis Severity Evaluation Network ↗](https://doi.org/10.1609/aaai.v34i01.5424)**Yi Li, Zhe Wu, Shuang Zhao et al.*31 citations*
647. **[Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks ↗](https://doi.org/10.1609/aaai.v34i01.5397)**Lisi Chen, Shuo Shang, Bin Yao et al.*31 citations*
648. **[Repetitive Reprediction Deep Decipher for Semi-Supervised Learning ↗](https://doi.org/10.1609/aaai.v34i04.6082)**Guohua Wang, Jianxin Wu*31 citations*
649. **[Semi-Supervised Streaming Learning with Emerging New Labels ↗](https://doi.org/10.1609/aaai.v34i04.6186)**Yong-Nan Zhu, Yu-Feng Li*31 citations*
650. **[Automatic Building and Labeling of HD Maps with Deep Learning ↗](https://doi.org/10.1609/aaai.v34i08.7033)**Mahdi Elhousni, Yecheng Lyu, Ziming Zhang et al.*30 citations*
651. **[Deep Reinforcement Learning for Active Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6714)**Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu*30 citations*
652. **[Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism ↗](https://doi.org/10.1609/aaai.v34i05.6277)**Xiyan Fu, Jun Wang, Jinghan Zhang et al.*30 citations*
653. **[Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions ↗](https://doi.org/10.1609/aaai.v34i05.6492)**Yongjing Yin, Fandong Meng, Jinsong Su et al.*30 citations*
654. **[Joint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model ↗](https://doi.org/10.1609/aaai.v34i05.6471)**Ya Xiao, Chengxiang Tan, Zhijie Fan et al.*30 citations*
655. **[Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models ↗](https://doi.org/10.1609/aaai.v34i05.6521)**Wangchunshu Zhou, Ke Xu*30 citations*
656. **[Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6715)**Shiming Ge, Kangkai Zhang, Haolin Liu et al.*30 citations*
657. **[Monte Carlo Tree Search in Continuous Spaces Using Voronoi Optimistic Optimization with Regret Bounds ↗](https://doi.org/10.1609/aaai.v34i06.6546)**Beomjoon Kim, Kyungjae Lee, Sungbin Lim et al.*30 citations*
658. **[Parsing as Pretraining ↗](https://doi.org/10.1609/aaai.v34i05.6446)**David Vilares, Michalina Strzyz, Anders Søgaard et al.*30 citations*
659. **[Predicting Propositional Satisfiability via End-to-End Learning ↗](https://doi.org/10.1609/aaai.v34i04.5733)**Chris Cameron, Rex Chen, Jason Hartford et al.*30 citations*
660. **[Relation-Guided Spatial Attention and Temporal Refinement for Video-Based Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6807)**Xingze Li, Wengang Zhou, Yun Zhou et al.*30 citations*
661. **[Understanding and Improving Proximity Graph Based Maximum Inner Product Search ↗](https://doi.org/10.1609/aaai.v34i01.5344)**Jie Liu, Xiao Yan, Xinyan Dai et al.*30 citations*
662. **[ADDMC: Weighted Model Counting with Algebraic Decision Diagrams ↗](https://doi.org/10.1609/aaai.v34i02.5505)**Jeffrey M. Dudek, Vu Phan, Moshe Y. Vardi*29 citations*
663. **[Beyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World ↗](https://doi.org/10.1609/aaai.v34i01.5459)**Kaichen Yang, Tzungyu Tsai, Honggang Yu et al.*29 citations*
664. **[Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ ↗](https://doi.org/10.1609/aaai.v34i04.6060)**Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang et al.*29 citations*
665. **[EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer ↗](https://doi.org/10.1609/aaai.v34i07.6914)**Zhijie Wu, Chunjin Song, Yang Zhou et al.*29 citations*
666. **[Enhancing Personalized Trip Recommendation with Attractive Routes ↗](https://doi.org/10.1609/aaai.v34i01.5407)**Jiqing Gu, Chao Song, Wenjun Jiang et al.*29 citations*
667. **[FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6953)**Jing Yang, Adrian Bulat, Georgios Tzimiropoulos*29 citations*
668. **[Frame-Guided Region-Aligned Representation for Video Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6632)**Zengqun Chen, Zhiheng Zhou, Junchu Huang et al.*29 citations*
669. **[Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i01.5431)**Xiang Ni, Jing Li, Mo Yu et al.*29 citations*
670. **[Interactive Dual Generative Adversarial Networks for Image Captioning ↗](https://doi.org/10.1609/aaai.v34i07.6826)**Junhao Liu, Kai Wang, Chunpu Xu et al.*29 citations*
671. **[Joint Parsing and Generation for Abstractive Summarization ↗](https://doi.org/10.1609/aaai.v34i05.6419)**Kaiqiang Song, Logan Lebanoff, Qipeng Guo et al.*29 citations*
672. **[On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models ↗](https://doi.org/10.1609/aaai.v34i04.5973)**Erik Nijkamp, Mitch Hill, Tian Han et al.*29 citations*
673. **[Outlier Detection Ensemble with Embedded Feature Selection ↗](https://doi.org/10.1609/aaai.v34i04.5755)**Li Cheng, Yijie Wang, Xinwang Liu et al.*29 citations*
674. **[Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network ↗](https://doi.org/10.1609/aaai.v34i05.6273)**Shaoxiong Feng, Hongshen Chen, Kan Li et al.*29 citations*
675. **[Relation Extraction Exploiting Full Dependency Forests ↗](https://doi.org/10.1609/aaai.v34i05.6313)**Lifeng Jin, Linfeng Song, Yue Zhang et al.*29 citations*
676. **[Reshaping Diverse Planning ↗](https://doi.org/10.1609/aaai.v34i06.6543)**Michael Katz, Shirin Sohrabi*29 citations*
677. **[Single Camera Training for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6985)**Tianyu Zhang, Lingxi Xie, Longhui Wei et al.*29 citations*
678. **[Symbolic Top-k Planning ↗](https://doi.org/10.1609/aaai.v34i06.6552)**David Speck, Robert Mattmüller, Bernhard Nebel*29 citations*
679. **[Topic Modeling on Document Networks with Adjacent-Encoder ↗](https://doi.org/10.1609/aaai.v34i04.6152)**Ce Zhang, Hady Wirawan Lauw*29 citations*
680. **[Towards Zero-Shot Learning for Automatic Phonemic Transcription ↗](https://doi.org/10.1609/aaai.v34i05.6341)**Xinjian Li, Siddharth Dalmia, David R. Mortensen et al.*29 citations*
681. **[Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses ↗](https://doi.org/10.1609/aaai.v34i05.6412)**Xiaoming Shi, Haifeng Hu, Wanxiang Che et al.*29 citations*
682. **[Variational Pathway Reasoning for EEG Emotion Recognition ↗](https://doi.org/10.1609/aaai.v34i03.5657)**Tong Zhang, Zhen Cui, Chunyan Xu et al.*29 citations*
683. **[Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting ↗](https://doi.org/10.1609/aaai.v34i04.6151)**Daniel Zeiberg, Shantanu Jain, Predrag Radivojac A*28 citations*
684. **[LATTE: Latent Type Modeling for Biomedical Entity Linking ↗](https://doi.org/10.1609/aaai.v34i05.6526)**Ming Zhu, Busra Celikkaya, Parminder Bhatia et al.*28 citations*
685. **[MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization ↗](https://doi.org/10.1609/aaai.v34i01.5328)**Yue Cao, Xiaojun Wan, Jin-Ge Yao et al.*28 citations*
686. **[Neural Question Generation with Answer Pivot ↗](https://doi.org/10.1609/aaai.v34i05.6449)**Bingning Wang, Xiaochuan Wang, Ting Tao et al.*28 citations*
687. **[Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods ↗](https://doi.org/10.1609/aaai.v34i01.5403)**Ferdinando Fioretto, Terrence W. K. Mak, Pascal Van Hentenryck*28 citations*
688. **[Scale-Wise Convolution for Image Restoration ↗](https://doi.org/10.1609/aaai.v34i07.6706)**Yuchen Fan, Jiahui Yu, Ding Liu et al.*28 citations*
689. **[Software Testing for Machine Learning ↗](https://doi.org/10.1609/aaai.v34i09.7084)**Dusica Marijan, Arnaud Gotlieb B*28 citations*
690. **[Top-Quality Planning: Finding Practically Useful Sets of Best Plans ↗](https://doi.org/10.1609/aaai.v34i06.6544)**Michael Katz, Shirin Sohrabi, Octavian Udrea*28 citations*
691. **[A Simple and Efficient Tensor Calculus ↗](https://doi.org/10.1609/aaai.v34i04.5881)**Sören Laue, Matthias Mitterreiter, Joachim Giesen*27 citations*
692. **[Adversarial Dynamic Shapelet Networks ↗](https://doi.org/10.1609/aaai.v34i04.5948)**Qianli Ma, Wanqing Zhuang, Sen Li et al.*27 citations*
693. **[An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems ↗](https://doi.org/10.1609/aaai.v34i03.5612)**Nawal Benabbou, Cassandre Leroy, Thibaut Lust*27 citations*
694. **[Controlling Neural Machine Translation Formality with Synthetic Supervision ↗](https://doi.org/10.1609/aaai.v34i05.6379)**Xing Niu, Marine Jacinthe Carpuat*27 citations*
695. **[D-Agree: Crowd Discussion Support System Based on Automated Facilitation Agent ↗](https://doi.org/10.1609/aaai.v34i09.7094)**Takayuki Itō, Shota Suzuki, Naoko Yamaguchi et al.*27 citations*
696. **[Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism ↗](https://doi.org/10.1609/aaai.v34i07.6925)**Mingda Wu, Di Huang, Yuanfang Guo et al.*27 citations*
697. **[Efficient Automatic CASH via Rising Bandits ↗](https://doi.org/10.1609/aaai.v34i04.5910)**Yang Li, Jiawei Jiang, Jinyang Gao et al.*27 citations*
698. **[Explicit Sentence Compression for Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i05.6347)**Zuchao Li, Rui Wang, Kehai Chen et al.*27 citations*
699. **[Feedback-Based Self-Learning in Large-Scale Conversational AI Agents ↗](https://doi.org/10.1609/aaai.v34i08.7022)**Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo et al.*27 citations*
700. **[Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling ↗](https://doi.org/10.1609/aaai.v34i07.6780)**YunJae Jung, Dahun Kim, Sanghyun Woo et al.*27 citations*

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