Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers
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- Towards Optimal Discrete Online Hashing with Balanced Similarity ↗Mingbao Lin, Rongrong Ji, Hong Liu et al.58 citations
- Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services ↗Amanda Kube, Sanmay Das, Patrick J. Fowler57 citations
- ClusterGAN: Latent Space Clustering in Generative Adversarial Networks ↗Sudipto Mukherjee, Himanshu Asnani, Eugene Lin et al.57 citations
- LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts ↗Shuming Ma, Lei Cui, Damai Dai et al.57 citations
- Partial Multi-Label Learning via Credible Label Elicitation ↗Jun-Peng Fang, Min-Ling Zhang57 citations
- Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator ↗Hoon Kim, Kangwook Lee, Gyeongjo Hwang et al.56 citations
- Detect or Track: Towards Cost-Effective Video Object Detection/Tracking ↗Hao Luo, Wenxuan Xie, Xinggang Wang et al.56 citations
- Online Learning from Data Streams with Varying Feature Spaces ↗Ege Beyazıt, Jeevithan Alagurajah, Xindong Wu56 citations
- Argumentation for Explainable Scheduling ↗Kristijonas Čyras, Dimitrios Letsios, Ruth Misener et al.55 citations
- Depth Prediction without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos ↗Vincent Casser, Sören Pirk, Reza Mahjourian et al.55 citations
- Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing ↗Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki55 citations
- Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering ↗Yang Deng, Yuexiang Xie, Yaliang Li et al.54 citations
- A Framework for Approval-Based Budgeting Methods ↗Nimrod Talmon, Piotr Faliszewski53 citations
- AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches ↗Nan Cao, Xin Yan, Yang Shi et al.53 citations
- Adversarial Learning of Semantic Relevance in Text to Image Synthesis ↗Miriam Cha, Youngjune Gwon, H. T. Kung53 citations
- Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition ↗Wenkai Dong, Zhaoxiang Zhang, Tieniu Tan53 citations
- Character-Level Language Modeling with Deeper Self-Attention ↗Rami Al‐Rfou, Dokook Choe, Noah Constant et al.53 citations
- Compiling Bayesian Network Classifiers into Decision Graphs ↗Andy Shih, Arthur Choi, Adnan Y. Darwiche53 citations
- Deep Reinforcement Learning for Syntactic Error Repair in Student Programs ↗Rahul Gupta, Aditya Kanade, Shirish Shevade53 citations
- Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning ↗Woojun Kim, Myung-sik Cho, Youngchul Sung53 citations
- What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning ↗Irene Li, Alexander R. Fabbri, Robert R. Tung et al.53 citations
- “Bilingual Expert” Can Find Translation Errors ↗Kai Fan, Jiayi Wang, Bo Li et al.53 citations
- A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes ↗Kui Xu, Zhe Wang, Jianping Shi et al.52 citations
- CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions ↗Sicheng Zhao, Chuang Lin, Pengfei Xu et al.52 citations
- DeRPN: Taking a Further Step toward More General Object Detection ↗Lele Xie, Yuliang Liu, Lianwen Jin et al.52 citations
- Deep Reinforcement Learning for Green Security Games with Real-Time Information ↗Yu-Fei Wang, Zheyuan Ryan Shi, Lantao Yu et al.52 citations
- Hierarchical Macro Strategy Model for MOBA Game AI ↗Bin Ying Wu52 citations
- Personalized Robot Tutoring Using the Assistive Tutor POMDP (AT-POMDP) ↗Aditi Ramachandran, Sarah Strohkorb Sebo, Brian Scassellati52 citations
- Soft Facial Landmark Detection by Label Distribution Learning ↗Kai Su, Xin Geng52 citations
- Super Sparse Convolutional Neural Networks ↗Yao Lu, Guangming Lu, Bob Zhang et al.52 citations
- Disjoint Label Space Transfer Learning with Common Factorised Space ↗Xiaobin Chang, Yongxin Yang, Tao Xiang et al.51 citations
- Generating Multiple Diverse Responses for Short-Text Conversation ↗Jun Gao, Wei Bi, Xiaojiang Liu et al.51 citations
- Group Fairness for the Allocation of Indivisible Goods ↗Vincent Conitzer, Rupert Freeman, Nisarg Shah et al.51 citations
- Personalized Question Routing via Heterogeneous Network Embedding ↗Zeyu Li, Jyun‐Yu Jiang, Yizhou Sun et al.51 citations
- SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next ↗Shangwen Lv, Wanhui Qian, Longtao Huang et al.51 citations
- Safeguarded Dynamic Label Regression for Noisy Supervision ↗Jiangchao Yao, Hao Wu, Ya Zhang et al.51 citations
- A Comparative Analysis of Expected and Distributional Reinforcement Learning ↗Clare Lyle, Marc G. Bellemare, Pablo Samuel Castro50 citations
- Abstracting Causal Models ↗Sander Beckers, Joseph Yehuda Halpern50 citations
- Contextualized Non-Local Neural Networks for Sequence Learning ↗Pengfei Liu, Shuaichen Chang, Xuanjing Huang et al.50 citations
- Unsupervised Domain Adaptation Based on Source-Guided Discrepancy ↗Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao et al.50 citations
- Variational Autoencoder with Implicit Optimal Priors ↗Hiroshi Takahashi, Tomoharu Iwata, Yuki Yamanaka et al.50 citations
- Distributionally Robust Semi-Supervised Learning for People-Centric Sensing ↗Kaixuan Chen, Lina Yao, Dalin Zhang et al.49 citations
- Recurrent Stacking of Layers for Compact Neural Machine Translation Models ↗Raj Dabre, Atsushi Fujita49 citations
- Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module ↗Chenyang Li, Xin Zhang, Lufan Liao et al.49 citations
- Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents ↗Aditya Siddhant, Anuj Kumar Goyal, Angeliki Metallinou49 citations
- Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences ↗Zhizhong Han, Mingyang Shang, Xiyang Wang et al.49 citations
- Lattice CNNs for Matching Based Chinese Question Answering ↗Yuxuan Lai, Yansong Feng, Xiaohan Yu et al.48 citations
- MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image ↗Jinglu Wang, Bo Sun, Yan Lu48 citations
- On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation ↗Andrei Lissovoi, Pietro S. Oliveto, John Alasdair Warwicker48 citations
- Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies ↗Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov et al.48 citations
- Video Object Detection with Locally-Weighted Deformable Neighbors ↗Zhengkai Jiang, Peng Gao, Chaoxu Guo et al.48 citations
- Cubic LSTMs for Video Prediction ↗Hehe Fan, Linchao Zhu, Yi Ping Yang47 citations
- DTMT: A Novel Deep Transition Architecture for Neural Machine Translation ↗Fandong Meng, Jinchao Zhang47 citations
- Deep Metric Learning by Online Soft Mining and Class-Aware Attention ↗Xinshao Wang, Hua Yang, Elyor Kodirov et al.47 citations
- Image Aesthetic Assessment Assisted by Attributes through Adversarial Learning ↗Bowen Pan, Shangfei Wang, Qisheng Jiang47 citations
- Learning Incremental Triplet Margin for Person Re-Identification ↗Yingying Zhang, Qiaoyong Zhong, Liang Ma et al.47 citations
- Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering ↗Xiaoyu Qin, Kai Ming Ting, Ye Zhu et al.47 citations
- Automatic Code Review by Learning the Revision of Source Code ↗Shuting Shi, Ming Li, David Lo et al.46 citations
- Deliberate Attention Networks for Image Captioning ↗Lianli Gao, Kaixuan Fan, Jingkuan Song et al.46 citations
- Hashtag Recommendation for Photo Sharing Services ↗Su-Wei Zhang, Yuan Yao, Feng Xu et al.46 citations
- Learning Vine Copula Models for Synthetic Data Generation ↗Yi Sun, Alfredo Cuesta‐Infante, Kalyan K. Veeramachaneni46 citations
- Robust Optimization over Multiple Domains ↗Qi Qian, Shenghuo Zhu B, Jiasheng Tang et al.46 citations
- Spectral Clustering in Heterogeneous Information Networks ↗Xiang Li, Ben Kao, Zhaochun Ren et al.46 citations
- Learning Attribute-Specific Representations for Visual Tracking ↗Yuankai Qi, Shengping Zhang, Weigang Zhang et al.45 citations
- Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning ↗Yuexin Wu, Xiujun Li, Jingjing Liu et al.45 citations
- The Utility of Sparse Representations for Control in Reinforcement Learning ↗Vincent Liu, Raksha Kumaraswamy, Lei Le et al.45 citations
- Theoretical Analysis of Label Distribution Learning ↗Jing Wang, Xin Geng45 citations
- Verification of RNN-Based Neural Agent-Environment Systems ↗Michael E. Akintunde, Andreea Kevorchian, Alessio R. Lomuscio et al.45 citations
- ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation ↗Jiankai Sun, Bortik Bandyopadhyay, Armin Bashizade et al.44 citations
- Adversarial Framing for Image and Video Classification ↗Michał Zając, Konrad Żołna, Negar Rostamzadeh et al.44 citations
- An Integrative Framework for Artificial Intelligence Education ↗Pat Langley44 citations
- Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation ↗Dong Nie, Li Wang, Lei Xiang et al.44 citations
- Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement ↗Zi-Yi Dou, Zhaopeng Tu, Xing Wang et al.44 citations
- Learning Fully Dense Neural Networks for Image Semantic Segmentation ↗Mingmin Zhen, Jinglu Wang, Lei Zhou et al.44 citations
- Zero-Shot Neural Transfer for Cross-Lingual Entity Linking ↗Shruti Rijhwani, Jiateng Xie, Graham Neubig et al.44 citations
- A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation ↗Siyuan Wang, Zhongyu Wei, Zhihao Fan et al.43 citations
- Exploiting Local Feature Patterns for Unsupervised Domain Adaptation ↗Jun Wen, Risheng Liu, Nenggan Zheng et al.43 citations
- Frame and Feature-Context Video Super-Resolution ↗Bo Yan, Chuming Lin, Weimin Tan43 citations
- Hierarchical Attention Networks for Sentence Ordering ↗Tianming Wang, Xiaojun Wan43 citations
- Learning Object Context for Dense Captioning ↗Xiangyang Li, Shuqiang Jiang, Jungong Han43 citations
- Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables ↗Kunihiro Takeoka, Masafumi Oyamada, Shinji Nakadai et al.43 citations
- Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints ↗Ayumi Igarashi, Dominik Peters43 citations
- RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications ↗Huan Zhang, Pengchuan Zhang, Cho‐Jui Hsieh43 citations
- Syntax-Aware Neural Semantic Role Labeling ↗Qingrong Xia, Zhenghua Li, Min Zhang et al.43 citations
- Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning ↗Ziming Li, Julia Kiseleva, Maarten de Rijke42 citations
- Incorporating Network Embedding into Markov Random Field for Better Community Detection ↗Di Jin, Xinxin You, Weihao Li et al.42 citations
- Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis ↗Lianli Gao, Daiyuan Chen, Jingkuan Song et al.42 citations
- Residual Compensation Networks for Heterogeneous Face Recognition ↗Zhongying Deng, Xiaojiang Peng, Yu Qiao42 citations
- Single-Label Multi-Class Image Classification by Deep Logistic Regression ↗Qi Dong, Xiatian Zhu, Shaogang Gong42 citations
- SuperVAE: Superpixelwise Variational Autoencoder for Salient Object Detection ↗Bo Hu Li, Zhengxing Sun, Yuqi Guo42 citations
- A Probabilistic Derivation of LASSO and L12-Norm Feature Selections ↗Di Ming, Chris H. Q. Ding, Feiping Nie41 citations
- Differentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View ↗Di Wang, Jinhui Xu41 citations
- Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks ↗Jin Shang, Mingxuan Sun41 citations
- HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering ↗Liang Pang, Yanyan Lan, Jiafeng Guo et al.41 citations
- Interaction-Aware Factorization Machines for Recommender Systems ↗Fuxing Hong, Dongbo Huang, Ge Chen41 citations
- Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach ↗Bingbing Jiang, Xingyu Wu, Kui Yu et al.41 citations
- Learning Non-Uniform Hypergraph for Multi-Object Tracking ↗Longyin Wen, Dawei Du, Shengkun Li et al.41 citations
- MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons ↗Malu Zhang, Jibin Wu, Yansong Chua et al.41 citations
- Transfer Learning for Sequence Labeling Using Source Model and Target Data ↗Lingzhen Chen, Alessandro Moschitti41 citations
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