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Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers

782 papers · page 1 of 8 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2017

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  1. Inception-v4, Inception-ResNet and the Impact of Residual Connections on LearningChristian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al.4,246 citations
  2. SeqGAN: Sequence Generative Adversarial Nets with Policy GradientLantao Yu, Weinan Zhang, Yi-Xiang Wang et al.2,285 citations
  3. Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows PredictionJunbo Zhang, Yu Zheng, Dekang Qi2,282 citations
  4. ConceptNet 5.5: An Open Multilingual Graph of General KnowledgeRobyn Speer, Joshua Chin, Catherine Havasi2,134 citations
  5. SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of DocumentsRamesh M. Nallapati, Feifei Zhai, Bowen Zhou1,233 citations · our summary
  6. An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton DataSijie Song, Cuiling Lan, Junliang Xing et al.977 citations
  7. TextBoxes: A Fast Text Detector with a Single Deep Neural NetworkMinghui Liao, Baoguang Shi, Xiang Bai et al.955 citations
  8. Robust Loss Functions under Label Noise for Deep Neural NetworksAritra Ghosh, Himanshu Kumar, P. SESHADRI SASTRY943 citations
  9. Community Preserving Network EmbeddingXiao Wang, Peng Cui, Jing Wang et al.883 citations
  10. Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing DataJiaxuan You, Xiaocheng Li, Melvin Low et al.558 citations
  11. Multi-View Clustering and Semi-Supervised Classification with Adaptive NeighboursFeiping Nie, Guohao Cai, Xuelong Li557 citations
  12. Multi-View Clustering via Deep Matrix FactorizationHandong Zhao, Zhengming Ding, Yun Fu499 citations
  13. Long-Term Trends in the Public Perception of Artificial IntelligenceEthan Fast, Eric Horvitz452 citations
  14. Playing FPS Games with Deep Reinforcement LearningGuillaume Lample, Devendra Singh Chaplot452 citations
  15. Topic Aware Neural Response GenerationXing Chen, Wei Wu, Yu Wu et al.438 citations
  16. Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion TermsWenya Wang, Sinno Jialin Pan, Daniel Dahlmeier et al.425 citations
  17. DeepFix: Fixing Common C Language Errors by Deep LearningRahul Gupta, Soham Pal, Aditya Kanade et al.418 citations
  18. A Riemannian Network for SPD Matrix LearningZhiwu Huang, Luc Van Gool410 citations
  19. Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion ModelsSiyi Li, Dit‐Yan Yeung394 citations
  20. Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity DescriptionsGuoliang Ji, Kang Liu, Shizhu He et al.357 citations
  21. Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR ImagesLequan Yu, Xin Yang, Hao Chen et al.341 citations
  22. Pairwise Relationship Guided Deep Hashing for Cross-Modal RetrievalErkun Yang, Cheng Dan Deng, Wei Liu et al.331 citations
  23. VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning ProblemRonald Clark, Sen Wang, Hongkai Wen et al.327 citations
  24. A Deep Hierarchical Approach to Lifelong Learning in MinecraftChen Tessler, Shahar Givony, Tom Zahavy et al.299 citations
  25. Unsupervised Deep Learning for Optical Flow EstimationZhe Ren, Junchi Yan, Bingbing Ni et al.290 citations
  26. A Hybrid Collaborative Filtering Model with Deep Structure for Recommender SystemsXin Dong, Yu Lei, Zhonghuo Wu et al.282 citations
  27. How to Train a Compact Binary Neural Network with High Accuracy?Wei Tang, Gang Hua, Liang Wang237 citations
  28. Learning Deep Latent Space for Multi-Label ClassificationChih‐Kuan Yeh, Wei-Chieh Wu, Wei-Jen Ko et al.236 citations
  29. A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesIulian Vlad Serban, Alessandro Sordoni, Ryan Lowe et al.234 citations · our summary
  30. Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP DataSamarth Tripathi, Shrinivas Acharya, Ranti Sharma et al.231 citations
  31. POI2Vec: Geographical Latent Representation for Predicting Future VisitorsShanshan Feng, Gao Cong, Bo An et al.223 citations
  32. Attention Based LSTM for Target Dependent Sentiment ClassificationMin Yang, Wenting Tu, Jingxuan Wang et al.207 citations
  33. Modeling the Intensity Function of Point Process Via Recurrent Neural NetworksShuai Xiao, Junchi Yan, Xiaokang Yang et al.207 citations
  34. Attention Correctness in Neural Image CaptioningChenxi Liu, Junhua Mao, Fei Sha et al.203 citations
  35. Matching Node Embeddings for Graph SimilarityGiannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis199 citations
  36. A Multi-Task Deep Network for Person Re-IdentificationWeihua Chen, Xiaotang Chen, Jianguo Zhang et al.198 citations
  37. ProjE: Embedding Projection for Knowledge Graph CompletionBaoxu Shi, Tim Weninger198 citations
  38. Scalable Graph Embedding for Asymmetric ProximityChang Zhou, Yuqiong Liu, Xiaofei Liu et al.190 citations
  39. The Option-Critic ArchitecturePierre‐Luc Bacon, Jean Harb, Doina Precup190 citations
  40. Variational Autoencoder for Semi-Supervised Text ClassificationWeidi Xu, Haoze Sun, Chao Deng et al.183 citations
  41. An Artificial Agent for Robust Image RegistrationRui Liao, Shun Miao, Pierre de Tournemire et al.182 citations
  42. Neural Machine Translation with ReconstructionZhaopeng Tu, Yang Liu, Lifeng Shang et al.182 citations
  43. Privacy-Preserving Human Activity Recognition from Extreme Low ResolutionMichael S. Ryoo, Brandon Rothrock, Charles Fleming et al.179 citations
  44. A Multiview-Based Parameter Free Framework for Group DetectionXuelong Li, Mulin Chen, Feiping Nie et al.178 citations
  45. Multiresolution Recurrent Neural Networks: An Application to Dialogue Response GenerationIulian Vlad Serban, Tim Klinger, Gerald J. Tesauro et al.177 citations
  46. SSP: Semantic Space Projection for Knowledge Graph Embedding with Text DescriptionsHan Xiao, Minlie Huang, Meng Lian et al.172 citations
  47. When and Why Are Deep Networks Better Than Shallow Ones?Hrushikesh N. Mhaskar, Qianli Liao, Tomaso Poggio168 citations
  48. Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural NetworkJufeng Yang, Ming Sun, Xiaoxiao Sun166 citations
  49. Building Task-Oriented Dialogue Systems for Online ShoppingZhao Yan, Nan Duan, Peng Chen et al.163 citations
  50. Deep MIML NetworkJi Feng, Zhi-Hua Zhou161 citations
  51. Visual Sentiment Analysis by Attending on Local Image RegionsQuanzeng You, Hailin Jin, Jiebo Luo158 citations
  52. Learning Invariant Deep Representation for NIR-VIS Face RecognitionRan He, Xiang Wu, Zhenan Sun et al.157 citations
  53. Image Caption with Global-Local AttentionLing‐Hui Li, Sheng Tang, Lixi Deng et al.155 citations
  54. Explainable Agency for Intelligent Autonomous SystemsPat Langley, Ben Meadows, Mohan Sridharan et al.153 citations
  55. Distant Domain Transfer LearningBen Tan, Yu Zhang, Sinno Jialin Pan et al.147 citations
  56. Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute ClassificationEmily Hand, Rama Chellappa146 citations
  57. Unsupervised Large Graph EmbeddingFeiping Nie, Wei Zhu, Xuelong Li146 citations
  58. Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided ExplorationHimabindu Lakkaraju, Ece Semiha Kamar, Rich Caruana et al.145 citations
  59. Weakly Supervised Semantic Segmentation Using Superpixel Pooling NetworkSuha Kwak, Seunghoon Hong, Bohyung Han141 citations
  60. Denoising Criterion for Variational Auto-Encoding FrameworkDaniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic et al.137 citations
  61. Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF SurrogatesIlija Ilievski, Taimoor Akhtar, Jiashi Feng et al.130 citations
  62. Low-Rank Tensor Completion with Total Variation for Visual Data InpaintingXutao Li, Yunming Ye, Xiaofei Xu128 citations
  63. A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social MediaHangfeng He, Xu Sun124 citations
  64. Neural Models for Sequence ChunkingFeifei Zhai, Saloni Potdar, Bing Xiang et al.121 citations
  65. Optimal Neighborhood Kernel Clustering with Multiple KernelsXinwang Liu, Sihang Zhou, Yueqing Wang et al.121 citations
  66. Active Discriminative Text Representation LearningYe Zhang, Matthew Lease, Byron Wallace118 citations
  67. Question Difficulty Prediction for READING Problems in Standard TestsZhenya Huang, Qi Liu, Enhong Chen et al.117 citations
  68. Multi-Agent Path Finding with Delay ProbabilitiesHang Ma, T. K. Satish Kumar, Sven Koenig116 citations
  69. Examples-Rules Guided Deep Neural Network for Makeup RecommendationTaleb Alashkar, Songyao Jiang, Shuyang Wang et al.115 citations
  70. Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target ExtractionYing Ding, Jianfei Yu, Jing Jiang115 citations
  71. Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience ReplayHaiyan Yin, Sinno Jialin Pan112 citations
  72. Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural NetworksXin Feng Yu, Fatih Porikli106 citations
  73. Query-Efficient Imitation Learning for End-to-End Simulated DrivingJiakai Zhang, Kyunghyun Cho102 citations
  74. Proportional Justified RepresentationLuis Sánchez Fernández, Edith Elkind, Martin Lackner et al.101 citations
  75. Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image ClassificationXiangteng He, Yuxin Peng100 citations
  76. Collective Deep Quantization for Efficient Cross-Modal RetrievalYue Cao, Mingsheng Long, Jianmin Wang et al.98 citations
  77. Twin Learning for Similarity and Clustering: A Unified Kernel ApproachZhao Kang, Chong Peng, Qiang Cheng98 citations
  78. Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node ContentsDongxiao He, Zhiyong Feng, Di Jin et al.97 citations
  79. Finding Critical Users for Social Network Engagement: The Collapsed k-Core ProblemFan Zhang, Ying Zhang, Lu Qin et al.95 citations
  80. Multiple Source Detection without Knowing the Underlying Propagation ModelZheng Wang, Chaokun Wang, Jisheng Pei et al.93 citations
  81. Factorization Bandits for Interactive RecommendationHuazheng Wang, Qingyun Wu, Hongning Wang92 citations
  82. Improving Multi-Document Summarization via Text ClassificationZiqiang Cao, Wenjie Li, Sujian Li et al.91 citations
  83. Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained RecognitionXiao Liu, Jiang Wang, Shilei Wen et al.91 citations
  84. Structured Inference Networks for Nonlinear State Space ModelsRahul G. Krishnan, Uri Shalit, David A. Sontag91 citations
  85. Fine-Grained Car Detection for Visual Census EstimationTimnit Gebru, Jonathan Krause, Yilun Wang et al.90 citations
  86. Text-Guided Attention Model for Image CaptioningJonghwan Mun, Minsu Cho, Bohyung Han90 citations
  87. Unit Dependency Graph and Its Application to Arithmetic Word Problem SolvingSubhro Roy, Dan Roth90 citations · our summary
  88. Attentive Interactive Neural Networks for Answer Selection in Community Question AnsweringXiaodong Zhang, Sujian Li, Lei Sha et al.88 citations
  89. Robsut Wrod Reocginiton via Semi-Character Recurrent Neural NetworkKeisuke Sakaguchi, Kevin Duh, Matt Post et al.88 citations
  90. Neural Machine Translation Advised by Statistical Machine TranslationXing Wang, Zhengdong Lu, Zhaopeng Tu et al.87 citations
  91. Alternating Back-Propagation for Generator NetworkTian Han, Yang Lu, Song Chun Zhu et al.86 citations
  92. Incorporating Expert Knowledge into Keyphrase ExtractionSujatha Das Gollapalli, Xiaoli Li, Yang Peng86 citations
  93. Coherent Dialogue with Attention-Based Language ModelsHongyuan Mei, Mohit Bansal, Matthew R. Walter84 citations
  94. Joint Copying and Restricted Generation for ParaphraseZiqiang Cao, Chuwei Luo, Wenjie Li et al.83 citations
  95. Lattice-Based Recurrent Neural Network Encoders for Neural Machine TranslationJinsong Su, Zhixing Tan, Deyi Xiong et al.83 citations
  96. Best-First Width Search: Exploration and Exploitation in Classical PlanningNir Lipovetzky, Héctor Geffner81 citations
  97. Algorithms for Max-Min Share Fair Allocation of Indivisible ChoresHaris Aziz, Gerhard Rauchecker, Guido Schryen et al.80 citations
  98. Landmark-Based Heuristics for Goal RecognitionRamon Fraga Pereira, Nir Oren, Felipe Rech Meneguzzi80 citations
  99. Self-Paced Multi-Task LearningChangsheng Li, Junchi Yan, Fan Wei et al.80 citations
  100. Confidence-Rated Discriminative Partial Label LearningCaizhi Tang, Min-Ling Zhang78 citations

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