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Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers

1,341 papers · page 5 of 14 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2019

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  1. Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction ↗Wenya Wang, Sinno Jialin Pan41 citations
  2. Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis ↗Rongchang Zhao, Wangmin Liao, Beiji Zou et al.41 citations
  3. Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference ↗Mike Wu, Milan Mosse, Noah D. Goodman et al.41 citations
  4. DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching ↗Kun Zhang, Guangyi Lv, Linyuan Wang et al.40 citations
  5. Deep Embedding Features for Salient Object Detection ↗Yunzhi Zhuge, Yu Zeng, Huchuan Lu40 citations
  6. Graph Based Translation Memory for Neural Machine Translation ↗Mengzhou Xia, Guoping Huang, Lemao Liu et al.40 citations
  7. Heterogeneous Attributed Network Embedding with Graph Convolutional Networks ↗Yueyang Wang, Ziheng Duan, Binbing Liao et al.40 citations
  8. Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding ↗Haoliang Li, Sinno Jialin Pan, Renjie Wan et al.40 citations
  9. Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables ↗Tianyu Liu, Fuli Luo, Qiaolin Xia et al.40 citations
  10. Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation ↗Juntao Li, Lisong Qiu, Bo Tang et al.40 citations
  11. Oversampling for Imbalanced Data via Optimal Transport ↗Yuguang Yan, Mingkui Tan, Yanwu Xu et al.40 citations
  12. SAFE: A Neural Survival Analysis Model for Fraud Early Detection ↗Panpan Zheng, Shuhan Yuan, Xintao Wu40 citations
  13. Verifying Robustness of Gradient Boosted Models ↗Gil Einziger, Maayan Goldstein, Yaniv Saʼar et al.40 citations
  14. eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing ↗H. Zhang, Ahmed Magooda, D. Litman et al.40 citations
  15. Abduction-Based Explanations for Machine Learning Models ↗Alexey Ignatiev, Nina Narodytska, João P. Marques-Silva39 citations
  16. Adapting Translation Models for Transcript Disfluency Detection ↗Qianqian Dong, Feng Wang, Zhen Yang et al.39 citations
  17. Balanced Linear Contextual Bandits ↗Maria Dimakopoulou, Zhengyuan Zhou, Susan Carleton Athey et al.39 citations
  18. Dynamic Capsule Attention for Visual Question Answering ↗Yiyi Zhou, Rongrong Ji, Jinsong Su et al.39 citations
  19. Evolution of Collective Fairness in Hybrid Populations of Humans and Agents ↗Francisco Carlos Barbosa dos Santos, Jorge M. Pacheco, Ana Paiva et al.39 citations
  20. Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods ↗Hao Yuan, Yongjun Chen, Xia Hu et al.39 citations
  21. Matrix Completion for Graph-Based Deep Semi-Supervised Learning ↗Fariborz Taherkhani, Hadi Kazemi, Nasser M. Nasrabadi39 citations
  22. Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms ↗Tao Sun, Penghang Yin, Dongsheng Li et al.39 citations
  23. Novelty Detection for Multispectral Images with Application to Planetary Exploration ↗Hannah Kerner, Danika Wellington, Kiri L. Wagstaff et al.39 citations
  24. SVM-Based Deep Stacking Networks ↗Jingyuan Wang, Kai Feng, Junjie Wu39 citations
  25. Scalable Distributed DL Training: Batching Communication and Computation ↗Shaoqi Wang, Aidi Pi, Xiaobo Zhou39 citations
  26. Solving Partially Observable Stochastic Games with Public Observations ↗Karel Horák, Branislav Bošanský39 citations
  27. Temporal Bilinear Networks for Video Action Recognition ↗Yanghao Li, Sijie Song, Yuqi Li et al.39 citations
  28. Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification ↗Chen Chen, Haobo Wang, Weiwei Liu et al.39 citations
  29. ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition ↗Yuan Yuan, Zhitong Xiong, Qi Wang38 citations
  30. Deep Latent Generative Models for Energy Disaggregation ↗Gissella Bejarano, David DeFazio, Arti Ramesh38 citations
  31. Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age ↗Yu Lu, Xi Zhang, Xianghua Fu et al.38 citations
  32. Multi-Matching Network for Multiple Choice Reading Comprehension ↗Min Tang, Jiaran Cai, Hankz Hankui Zhuo38 citations
  33. Multi-View Anomaly Detection: Neighborhood in Locality Matters ↗Xiang-Rong Sheng, De‐Chuan Zhan, Su Lu et al.38 citations
  34. RGBD Based Gaze Estimation via Multi-Task CNN ↗Dongze Lian, Ziheng Zhang, Weixin Luo et al.38 citations
  35. Recognizing Unseen Attribute-Object Pair with Generative Model ↗Zhixiong Nan, Yang Liu, Nanning Zheng et al.38 citations
  36. Similarity Learning via Kernel Preserving Embedding ↗Zhao Kang, Yiwei Lu, Yuanzhang Su et al.38 citations
  37. Towards Sentence-Level Brain Decoding with Distributed Representations ↗Jingyuan Sun, Shaonan Wang, Jiajun Zhang et al.38 citations
  38. A Layer-Based Sequential Framework for Scene Generation with GANs ↗Mehmet Özgür Türkoglu, William Thong, Luuk Spreeuwers et al.37 citations
  39. Differential Networks for Visual Question Answering ↗Chenfei Wu, Jinlai Liu, Xiaojie Wang et al.37 citations
  40. Residual Attribute Attention Network for Face Image Super-Resolution ↗Jingwei Xin, Nannan Wang, Xinbo Gao et al.37 citations
  41. The Adversarial Attack and Detection under the Fisher Information Metric ↗Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu et al.37 citations
  42. Concept Extraction and Prerequisite Relation Learning from Educational Data ↗Weiming Lü, Yangfan Zhou, Jiale Yu et al.36 citations
  43. Jointly Extracting Multiple Triplets with Multilayer Translation Constraints ↗Zhen Tan, Xiang Hui Zhao, Wei Wang et al.36 citations
  44. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System ↗Hong Wen, Jing Zhang, Quan Lin et al.36 citations
  45. Reasoning over Streaming Data in Metric Temporal Datalog ↗Przemysław Andrzej Wałęga, Mark Kaminski, Bernardo Cuenca Grau36 citations
  46. Structured and Sparse Annotations for Image Emotion Distribution Learning ↗Haitao Xiong, Hongfu Liu, Bineng Zhong et al.36 citations
  47. Towards Personalized Review Summarization via User-Aware Sequence Network ↗Junjie Li, Haoran Li, Chengqing Zong36 citations
  48. Active Mini-Batch Sampling Using Repulsive Point Processes ↗Cheng Zhang, Cengiz Öztireli, Stephan Mandt et al.35 citations
  49. Robust Negative Sampling for Network Embedding ↗Mohammadreza Armandpour, Patrick Ding, Jianhua Huang et al.35 citations
  50. State Abstraction as Compression in Apprenticeship Learning ↗David Lynn Abel, Dilip Arumugam, Kavosh Asadi et al.35 citations
  51. Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations ↗Atsutoshi Kumagai, Tomoharu Iwata35 citations
  52. A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks ↗Victor Sanh, Thomas Wolf, Sebastian Ruder34 citations
  53. Automating Analysis and Feedback to Improve Mathematics Teachers’ Classroom Discourse ↗Abhijit Suresh, Tamara Sumner, Jennifer Jacobs et al.34 citations
  54. Bringing Order to Chaos – A Compact Representation of Partial Order in SAT-Based HTN Planning ↗Gregor Behnke, Daniel Höller, Susanne Biundo34 citations
  55. TableSense: Spreadsheet Table Detection with Convolutional Neural Networks ↗Haoyu Dong, Shijie Liu, Shi Han et al.34 citations
  56. A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification ↗Zeyang Lei, Yujiu Yang, Min Yang et al.33 citations
  57. An Innovative Genetic Algorithm for the Quantum Circuit Compilation Problem ↗Riccardo Rasconi, Angelo Oddi33 citations
  58. Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation ↗Lijie Fan, Wenbing Huang, Chuang Gan et al.33 citations
  59. Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant ↗Yu Gong, Xusheng Luo, Yu Michael Zhu et al.33 citations
  60. Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study ↗Gilbert Lim, Zhan Wei Lim, Dejiang Xu et al.33 citations
  61. Higher-Order Multi-Layer Community Detection ↗Ling Huang, Chang‐Dong Wang, Hongyang Chao33 citations
  62. Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector ↗Shanchan Wu, Kai Fan, Qiong Zhang33 citations
  63. Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning ↗Ziyu Yao, Xiujun Li, Jianfeng Gao et al.33 citations
  64. Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses ↗Ananya B. Sai, Mithun Das Gupta, Mitesh M. Khapra et al.33 citations
  65. Understanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese ↗Xiaobing Zhang, Haigang Gong, Xili Dai et al.33 citations
  66. What if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks ↗Haohan Wang, Da Lin Sun, Eric P. Xing33 citations
  67. Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding ↗Changsen Yuan, Heyan Huang, Chong Feng et al.32 citations
  68. Goal-Oriented Dialogue Policy Learning from Failures ↗Keting Lu, Shiqi Zhang, Xiaoping Chen32 citations
  69. Instance-Level Facial Attributes Transfer with Geometry-Aware Flow ↗Weidong Yin, Ziwei Liu, Chen Change Loy32 citations
  70. Long Short-Term Memory with Dynamic Skip Connections ↗Tao Gui, Qi Zhang, Lujun Zhao et al.32 citations
  71. MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer ↗Chi Zhang, Yixin Zhu, Song Chun Zhu32 citations
  72. Object Detection Based on Region Decomposition and Assembly ↗Seung‐Hwan Bae32 citations
  73. Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem ↗Zhengxin Huang, Yuren Zhou, Zefeng Chen et al.32 citations
  74. Switch-LSTMs for Multi-Criteria Chinese Word Segmentation ↗Jingjing Gong, Xinchi Chen, Tao Gui et al.32 citations
  75. Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data ↗Neal Jean, Sherrie Wang, Anshul Samar et al.32 citations
  76. A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem ↗Junwen Ding, Zhipeng Lü, Chu-Min Li et al.31 citations
  77. Action Knowledge Transfer for Action Prediction with Partial Videos ↗Yijun Cai, Haoxin Li, Jian–Fang Hu et al.31 citations
  78. Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data ↗Shangyu Chen, Wenya Wang, Sinno Jialin Pan31 citations
  79. Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion ↗Yi-Qi Hu, Yang Yu, Wei-Wei Tu et al.31 citations
  80. Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search ↗Jinfeng Rao, Wei Yang, Yuhao Zhang et al.31 citations
  81. Neural Machine Translation with Adequacy-Oriented Learning ↗Xiang Kong, Zhaopeng Tu, Shuming Shi et al.31 citations
  82. SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction ↗Zhongnian Li, Tao Zhang, Peng Wan et al.31 citations
  83. TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts ↗Michihiro Yasunaga, John Lafferty31 citations
  84. A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable ContextTakuma Udagawa, Akiko Aizawa30 citations · our summary
  85. A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI ↗Risheng Liu, Yuxi Zhang, Shichao Cheng et al.30 citations
  86. DyS: A Framework for Mixture Models in Quantification ↗André Gustavo Maletzke, Denis Dos Reis, Everton Alvares Cherman et al.30 citations
  87. Fair Knapsack ↗Till Fluschnik, Piotr Skowron, Mervin Triphaus et al.30 citations
  88. Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems ↗Juho Lauri, Sourav Dutta30 citations
  89. Generalized Planning via Abstraction: Arbitrary Numbers of Objects ↗León Illanes, Sheila A. McIlraith30 citations
  90. Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks ↗Patrick Schwab, Djordje Miladinovic, Walter Karlen30 citations
  91. Learning Dynamic Generator Model by Alternating Back-Propagation through Time ↗Jianwen Xie, Ruiqi Gao, Zilong Zheng et al.30 citations
  92. Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning ↗Xin Eric Wang, Jiawei Wu, Da Zhang et al.30 citations
  93. Paraphrase Diversification Using Counterfactual Debiasing ↗Sunghyun Park, Seung-won Hwang, Fuxiang Chen et al.30 citations
  94. Play as You Like: Timbre-Enhanced Multi-Modal Music Style Transfer ↗Chien-Yu Lu, Min-Xin Xue, Chia-Che Chang et al.30 citations
  95. Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize ↗Mingyang Liang, Xiaoyang Guo, Hongsheng Li et al.30 citations
  96. Unsupervised Stylish Image Description Generation via Domain Layer Norm ↗Cheng-Kuan Chen, Zhufeng Pan, Ming-Yu Liu et al.30 citations
  97. Automatic Construction of Parallel Portfolios via Explicit Instance Grouping ↗Shengcai Liu, Ke Tang, Xin Yao29 citations
  98. Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions ↗Zhipeng Chen, Yiming Cui, Wentao Ma et al.29 citations
  99. Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering ↗Binghui Chen, Weihong Deng29 citations
  100. Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding ↗Yan Huang, Yang Long, Liang Wang29 citations

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