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

1,863 papers · page 6 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems ↗Sarik Ghazarian, Ralph Weischedel, Aram Galstyan et al.44 citations
  2. Reasoning on Knowledge Graphs with Debate Dynamics ↗Marcel E. Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma et al.44 citations
  3. A General Approach to Fairness with Optimal Transport ↗Silvia Chiappa, Ray Jiang, Tom Stepleton et al.43 citations
  4. Bayesian Optimization for Categorical and Category-Specific Continuous Inputs ↗Dang Nguyen, Sunil Gupta, Santu Rana et al.43 citations
  5. Partial Multi-Label Learning with Noisy Label Identification ↗Ming-Kun Xie, Sheng-Jun Huang43 citations
  6. Patchy Image Structure Classification Using Multi-Orientation Region Transform ↗Xiaohan Yu, Yang Sheng Zhao, Yongsheng Gao et al.43 citations
  7. Pose-Assisted Multi-Camera Collaboration for Active Object Tracking ↗Jing Li, Jing Xu, Fangwei Zhong et al.43 citations
  8. Structured Output Learning with Conditional Generative Flows ↗You Li Lu, Bert Huang43 citations
  9. Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset ↗Ruohan Zhang, Calen Walshe, Zhuode Liu et al.42 citations
  10. Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours ↗Vedant Nanda, Pan Xu, Karthik Abinav Sankararaman et al.42 citations
  11. Consistent Video Style Transfer via Compound Regularization ↗Wenjing Wang, Jizheng Xu, Li Zhang et al.42 citations
  12. Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment ↗Mansi Agarwal, Maitree Leekha, Ramit Sawhney et al.42 citations
  13. Differentially Private and Fair Classification via Calibrated Functional Mechanism ↗Jiahao Ding, Xinyue Zhang, Xiaohuan Li et al.42 citations
  14. Fairness for Robust Log Loss Classification ↗Ashkan Rezaei, Rizal Fathony, Omid Memarrast et al.42 citations
  15. Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering ↗Jian Wang, Junhao Liu, Wei Bi et al.42 citations
  16. Latent Relation Language Models ↗Hiroaki Hayashi, Zecong Hu, Chenyan Xiong et al.42 citations
  17. Weighted-Sampling Audio Adversarial Example Attack ↗Xiaolei Liu, Kun Wan, Yufei Ding et al.42 citations
  18. AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning ↗Yunhui Guo, Yandong Li, Liqiang Wang et al.41 citations
  19. Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment ↗Kun Xu, Linfeng Song, Yansong Feng et al.41 citations
  20. DIANet: Dense-and-Implicit Attention Network ↗Zhongzhan Huang, Senwei Liang, Mingfu Liang et al.41 citations
  21. Joint Super-Resolution and Alignment of Tiny Faces ↗Yu Yin, Joseph P. Robinson, Yulun Zhang et al.41 citations
  22. Multiagent Evaluation Mechanisms ↗Tal Alon, Magdalen Dobson, Ariel D. Procaccia et al.41 citations
  23. Not All Attention Is Needed: Gated Attention Network for Sequence Data ↗Lanqing Xue, Xiaopeng Li, Nevin Lianwen Zhang41 citations
  24. Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development ↗Yongshun Gong, Zhibin Li, Jian Zhang et al.41 citations
  25. RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning ↗Nan Jiang, Sheng Jin, Zhiyao Duan et al.41 citations
  26. Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning ↗Dayiheng Liu, Jie Fu, Yidan Zhang et al.41 citations
  27. Variational Metric Scaling for Metric-Based Meta-Learning ↗Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu et al.41 citations
  28. Abstract Interpretation of Decision Tree Ensemble Classifiers ↗Francesco Ranzato, Marco Zanella40 citations
  29. An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints ↗Chao Bian, Chao Feng, Chao Qian et al.40 citations
  30. Deep Object Co-Segmentation via Spatial-Semantic Network Modulation ↗Kaihua Zhang, Jin Chen, Bo Liu et al.40 citations
  31. Deep Residual-Dense Lattice Network for Speech Enhancement ↗Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao et al.40 citations
  32. Knowledge Graph Transfer Network for Few-Shot Recognition ↗Riquan Chen, Tianshui Chen, Xiaolu Hui et al.40 citations
  33. Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval ↗Kaiyi Lin, Xing Xu, Lianli Gao et al.40 citations
  34. Multi-Channel Reverse Dictionary Model ↗Lei Zhang, Fanchao Qi, Zhiyuan Liu et al.40 citations
  35. Temporal Context Enhanced Feature Aggregation for Video Object Detection ↗Fei He, Naiyu Gao, Qiaozhe Li et al.40 citations
  36. Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series ↗Dongkuan Xu, Wei Xin Cheng, Bo Zong et al.40 citations
  37. Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent ↗Pu Zhao, Pin‐Yu Chen, Siyue Wang et al.40 citations
  38. 3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels ↗Qi Zhang, Antoni B. Chan39 citations
  39. Adversarial Attack on Deep Product Quantization Network for Image Retrieval ↗Yan Feng, Bin Chen, Tao Dai et al.39 citations
  40. CORE: Automatic Molecule Optimization Using Copy & Refine Strategy ↗Tianfan Fu, Cao Xiao, Jimeng Sun39 citations
  41. FET-GAN: Font and Effect Transfer via K-shot Adaptive Instance Normalization ↗Wei Li, Yongxing He, Yanwei Qi et al.39 citations
  42. InstaNAS: Instance-Aware Neural Architecture Search ↗An‐Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan et al.39 citations
  43. MULE: Multimodal Universal Language Embedding ↗Donghyun Kim, Kuniaki Saito, Kate Saenko et al.39 citations
  44. Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation ↗Duong Le, My T. Thai, Thien Huu Nguyen39 citations
  45. Revisiting Bilinear Pooling: A Coding Perspective ↗Zhi Feng Gao, Yuwei Wu, Xiaoxun Zhang et al.39 citations
  46. Dynamic Network Pruning with Interpretable Layerwise Channel Selection ↗Yulong Wang, Xiaolu Zhang, Xiaolin Hu et al.38 citations
  47. Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation ↗Yang Li, Kan Li, Shuai Jiang et al.38 citations
  48. Gromov-Wasserstein Factorization Models for Graph Clustering ↗Hongtengl Xu38 citations
  49. Image Enhanced Event Detection in News Articles ↗Meihan Tong, Shuai Wang, Yixin Cao et al.38 citations
  50. Learning Efficient Representations for Fake Speech Detection ↗Nishant Subramani, Delip Rao38 citations
  51. Less Is Better: Unweighted Data Subsampling via Influence Function ↗Zifeng Wang, Hong Chun Zhu, Zhenhua Dong et al.38 citations
  52. Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog ↗Varun Gangal, Abhinav Arora, Arash Einolghozati et al.38 citations
  53. Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed Videos ↗Xiaoyu Zhang, Haichao Shi, Changsheng Li et al.38 citations
  54. A Character-Centric Neural Model for Automated Story Generation ↗Danyang Liu, Juntao Li, Meng-Hsuan Yu et al.37 citations
  55. A New Approach to Plan-Space Explanation: Analyzing Plan-Property Dependencies in Oversubscription Planning ↗Rebecca Eifler, Michael Cashmore, Jörg Hoffmann et al.37 citations
  56. A Robust Adversarial Training Approach to Machine Reading Comprehension ↗Kai Liu, Xin Liu, Yang An et al.37 citations
  57. Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations ↗Kai Song, Kun Wang, Heng Yu et al.37 citations
  58. Are Noisy Sentences Useless for Distant Supervised Relation Extraction? ↗Yu-Ming Shang, Heyan Huang, Xian-Ling Mao et al.37 citations
  59. Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning ↗Haiwen Wang, Ruijie Wan, Chuan Wen et al.37 citations
  60. CONAN: Complementary Pattern Augmentation for Rare Disease Detection ↗Limeng Cui, Siddharth Biswal, Lucas M. Glass et al.37 citations
  61. Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules ↗Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta et al.37 citations
  62. DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier ↗Sravanti Addepalli, Gaurav Kumar Nayak, Anirban Chakraborty et al.37 citations
  63. Knowledge-Enriched Visual Storytelling ↗Chao-Chun Hsu, Ziyuan Chen, Chi-Yang Hsu et al.37 citations
  64. ManyModalQA: Modality Disambiguation and QA over Diverse Inputs ↗Darryl Hannan, Akshay Jain, Mohit Bansal37 citations
  65. MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation ↗Rumeng Li, Xun Wang, Hong Qing Yu37 citations
  66. Perpetual Voting: Fairness in Long-Term Decision Making ↗Martin Lackner37 citations
  67. Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense ↗Ringo Baumann, Gerhard Brewka, Markus Ulbricht37 citations
  68. Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning ↗Jiancheng Wang, Jingjing Wang, Changlong Sun et al.37 citations
  69. Visual Agreement Regularized Training for Multi-Modal Machine Translation ↗Pengcheng Yang, Boxing Chen, Pei Zhang et al.37 citations
  70. A Calculus for Stochastic Interventions:Causal Effect Identification and Surrogate Experiments ↗Juan D. Correa, Elias Bareinboim36 citations
  71. A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound ↗Gal Dalal, Balázs Szörényi, Gugan Thoppe36 citations
  72. Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation ↗Jogendra Nath Kundu, Siddharth Seth, M V Rahul et al.36 citations
  73. Learning to Match on Graph for Fashion Compatibility Modeling ↗Xun Yang, Xiaoyu Du, Meng Wang36 citations
  74. Modular Robot Design Synthesis with Deep Reinforcement Learning ↗Julian S. Whitman, Raunaq Bhirangi, Matthew J. Travers et al.36 citations
  75. OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization ↗Bingchen Liu, Yizhe Zhu, Zuohui Fu et al.36 citations
  76. Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images ↗Tong Wu, Zhenzhen Lei, Bingqian Lin et al.36 citations
  77. Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose ↗Xianfang Zeng, Yusu Pan, Mengmeng Wang et al.36 citations
  78. Regional Tree Regularization for Interpretability in Deep Neural Networks ↗Mike Wu, Sonali Parbhoo, Michael Hughes et al.36 citations
  79. Regression under Human Assistance ↗Abir De, Paramita Koley, Niloy Ganguly et al.36 citations
  80. RoadTagger: Robust Road Attribute Inference with Graph Neural Networks ↗Songtao He, Favyen Bastani, Satvat Jagwani et al.36 citations
  81. SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification ↗Songxuan Lai, Lianwen Jin, Luojun Lin et al.36 citations
  82. A Commentary on the Unsupervised Learning of Disentangled Representations ↗Francesco Locatello, Stefan Bauer, Mario Lučić et al.35 citations
  83. Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks ↗Yehui Tang, Yunhe Wang, Yixing Xu et al.35 citations
  84. Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention ↗Daniel Zhang, Yifeng Huang, Yang Zhang et al.35 citations
  85. Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction ↗Zhenyu Zhang, Xiaobo Shu, Bowen Yu et al.35 citations
  86. Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text ↗Hui Liu, Yongzheng Zhang, Yipeng Wang et al.35 citations
  87. Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval ↗Fan Yang, Zheng Wang, Jing Xiao et al.35 citations
  88. MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space ↗Xiaoyuan Yi, Ruoyu Li, Cheng Hong Yang et al.35 citations
  89. New Interpretations of Normalization Methods in Deep Learning ↗Jiacheng Sun, Xiangyong Cao, Hanwen Liang et al.35 citations
  90. Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning ↗Kekai Sheng, Weiming Dong, Menglei Chai et al.35 citations
  91. SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation ↗Sheng Jin, Shangchen Zhou, Yao Liu et al.35 citations
  92. Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders ↗Yanbin Zhao, Lu Chen, Zhi Chen et al.35 citations
  93. Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning ↗Wenhan Yang, Shiqi Wang, Dejia Xu et al.35 citations
  94. A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations ↗Zekun Yang, Juan Feng34 citations
  95. A Novel Model for Imbalanced Data Classification ↗Jian Ping Yin, Chunjing Gan, Kaiqi Zhao et al.34 citations
  96. Co-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension ↗Xiaorui Zhou, Senlin Luo, Yunfang Wu34 citations
  97. Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests ↗Xiao Xu, Fang Dong, Yanghua Li et al.34 citations
  98. DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking ↗Qi Chu, Wanli Ouyang, Bin Liu et al.34 citations
  99. Fairness-Aware Demand Prediction for New Mobility ↗An Yan, Bill Howe34 citations
  100. Generative-Discriminative Complementary Learning ↗Yanwu Xu, Mingming Gong, Junxiang Chen et al.34 citations

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