Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers
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- Disentangled Variational Representation for Heterogeneous Face Recognition ↗Xiang Wu, Huaibo Huang, Vishal M. Patel et al.97 citations
- SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning ↗Daoming Lyu, Fangkai Yang, Bo Liu et al.96 citations
- DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing ↗Xiao Liu, Xiaoting Li, Rupesh Prajapati et al.95 citations
- BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting ↗Mate Soos, Kuldeep S. Meel94 citations
- Geometry-Aware Face Completion and Editing ↗Linsen Song, Jie Cao, Lingxiao Song et al.94 citations
- Localizing Natural Language in Videos ↗Jingyuan Chen, Lin Ma, Xinpeng Chen et al.94 citations
- Outlier Aware Network Embedding for Attributed Networks ↗Sambaran Bandyopadhyay, N. Lokesh, Musti Narasimha Murty94 citations
- Dependency or Span, End-to-End Uniform Semantic Role Labeling ↗Zuchao Li, Shexia He, Hai Yan Zhao et al.93 citations
- Amalgamating Knowledge towards Comprehensive Classification ↗Chengchao Shen, Xinchao Wang, Jie Song et al.92 citations
- Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features ↗Dongliang Liao, Jin Xu, Gongfu Li et al.92 citations
- Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach ↗Boming Zhao, Pan Xu, Yexuan Shi et al.91 citations
- Residual Invertible Spatio-Temporal Network for Video Super-Resolution ↗Xiaobin Zhu, Zhuangzi Li, Xiaoyu Zhang et al.91 citations
- Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection ↗Yunlu Xu, Chengwei Zhang, Zhanzhan Cheng et al.91 citations
- Robust Estimation of Similarity Transformation for Visual Object Tracking ↗Yang Li, Jianke Zhu, Steven C. H. Hoi et al.89 citations
- A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues ↗Zhouxing Shi, Minlie Huang87 citations
- Efficient and Effective Incomplete Multi-View Clustering ↗Xinwang Liu, Xinzhong Zhu, Miaomiao Li et al.87 citations
- Adversarial Learning for Weakly-Supervised Social Network Alignment ↗Chaozhuo Li, Senzhang Wang, Yukun Wang et al.86 citations
- From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification ↗Zixiang Ding, Huihui He, Mengran Zhang et al.86 citations
- Weakly-Supervised Hierarchical Text Classification ↗Meng Yu, Jiaming Shen, Chao Zhang et al.86 citations
- One-Network Adversarial Fairness ↗Tameem Adel, Isabel Valera, Zoubin Ghahramani et al.85 citations
- 3D Object Detection Using Scale Invariant and Feature Reweighting Networks ↗Xin Bo Zhao, Zhe Liu, Ruolan Hu et al.84 citations
- Modeling Coherence for Discourse Neural Machine Translation ↗Hao Xiong, Zhongjun He, Hua Ren Wu et al.84 citations
- Recurrent Attention Model for Pedestrian Attribute Recognition ↗Xin Zhao, Liufang Sang, Guiguang Ding et al.84 citations
- Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective ↗Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou et al.84 citations
- Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel ↗Hansi Jiang, Haoyu Wang, Wenhao Hu et al.83 citations
- Balanced Sparsity for Efficient DNN Inference on GPU ↗Zhuliang Yao, Shi‐Jie Cao, Wencong Xiao et al.82 citations
- TransNFCM: Translation-Based Neural Fashion Compatibility Modeling ↗Xun Yang, Yunshan Ma, Lizi Liao et al.82 citations
- Abstractive Text Summarization by Incorporating Reader Comments ↗Shen Gao, Xiuying Chen, Piji Li et al.80 citations
- An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss ↗Peixiang Zhong, Di Wang, Chunyan Miao80 citations
- Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network ↗Saihui Hou, Zilei Wang80 citations
- Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction ↗Youru Li, Zhenfeng Zhu, Deqiang Kong et al.79 citations
- A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels ↗Shaobo Min, Xuejin Chen, Zheng-Jun Zha et al.77 citations
- An Open-World Extension to Knowledge Graph Completion Models ↗Haseeb Shah, Johannes Villmow, Adrian Ulges et al.77 citations
- DialogueRNN: An Attentive RNN for Emotion Detection in Conversations ↗Navonil Majumder, Soujanya Poria, Devamanyu Hazarika et al.77 citations
- Get IT Scored Using AutoSAS — An Automated System for Scoring Short Answers ↗Yaman Kumar, Swati Aggarwal, Debanjan Mahata et al.77 citations
- Improving Image Captioning with Conditional Generative Adversarial Nets ↗Chen Chen, Shuai Mu, Wanpeng Xiao et al.77 citations
- Self-Paced Active Learning: Query the Right Thing at the Right Time ↗Ying-Peng Tang, Sheng-Jun Huang77 citations
- TET-GAN: Text Effects Transfer via Stylization and Destylization ↗Shuai Yang, Jiaying Liu, Wenjing Wang et al.77 citations
- Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer ↗Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun et al.77 citations
- Analyzing Compositionality-Sensitivity of NLI ModelsYixin Nie, Yicheng Wang, Mohit Bansal76 citations · our summary
- Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations ↗Yanjie Fu, Pengyang Wang, Jiadi Du et al.76 citations
- PVRNet: Point-View Relation Neural Network for 3D Shape Recognition ↗Haoxuan You, Yifan Feng, Xibin Zhao et al.76 citations
- Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos ↗Ying Yu Tai, Yicong Liang, Xiaoming Liu et al.76 citations
- AFS: An Attention-Based Mechanism for Supervised Feature Selection ↗Ning Gui, Danni Ge, Ziyin Hu75 citations
- Consensus Adversarial Domain Adaptation ↗Han Zou, Yuxun Zhou, Jianfei Yang et al.75 citations
- Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing ↗Hanzhang Hu, Debadeepta Dey, Martial Hebert et al.75 citations
- Multi-Labeled Relation Extraction with Attentive Capsule Network ↗Xinsong Zhang, Pengshuai Li, Weijia Jia et al.75 citations
- Proppy: A System to Unmask Propaganda in Online News ↗Alberto Barrón‐Cedeño, Giovanni Da San Martino, Israa Jaradat et al.75 citations
- Robust Deep Co-Saliency Detection with Group Semantic ↗Chong Wang, Zheng-Jun Zha, Dong Liu et al.75 citations
- Zero-Shot Object Detection with Textual Descriptions ↗Zhihui Li, Lina Yao, Xiaoqin Zhang et al.75 citations
- Connecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks ↗Steve T. K. Jan, Joseph C. E. Messou, Yen-Chen Lin et al.74 citations
- On Reinforcement Learning for Full-Length Game of StarCraft ↗Zhen-Jia Pang, Ruo-Ze Liu, Zhou-Yu Meng et al.74 citations
- Evolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis ↗Rung-Tzuo Liaw, Chuan-Kang Ting73 citations
- Joint Representation Learning for Multi-Modal Transportation Recommendation ↗Hao Liu, Ting Li, Renjun Hu et al.73 citations
- Learning Personalized End-to-End Goal-Oriented Dialog ↗Liangchen Luo, Wenhao Huang, Qi Zeng et al.73 citations
- Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function ↗Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov73 citations
- Structured Two-Stream Attention Network for Video Question Answering ↗Lianli Gao, Pengpeng Zeng, Jingkuan Song et al.73 citations
- TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding ↗Lei Zhang, Shengyuan Zhou, Tian Zhi et al.73 citations
- Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction ↗Yujin Yuan, Liyuan Liu, Siliang Tang et al.72 citations
- Symmetry-Breaking Constraints for Grid-Based Multi-Agent Path Finding ↗Jiaoyang Li, Daniel Harabor, Peter J. Stuckey et al.72 citations
- Combined Reinforcement Learning via Abstract Representations ↗Vincent François-Lavet, Yoshua Bengio, Doina Precup et al.71 citations
- Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning ↗Rui Qian, Yunchao Wei, Honghui Shi et al.71 citations
- A New Ensemble Learning Framework for 3D Biomedical Image Segmentation ↗Hao Zheng, Yizhe Zhang, Lin Yang et al.70 citations
- Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection ↗Jian Liu, Yubo Chen, Kang Liu70 citations
- Online Multi-Agent Pathfinding ↗Jiří Švancara, Marek Vlk, Roni Stern et al.70 citations
- Ranking-Based Deep Cross-Modal Hashing ↗Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi et al.70 citations
- EnsNet: Ensconce Text in the Wild ↗Shuaitao Zhang, Yuliang Liu, Lianwen Jin et al.68 citations
- HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews ↗Léo Hemamou, Ghazi Felhi, Vincent Vandenbussche et al.68 citations
- Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision ↗Xiaoyu Zhang, Haichao Shi, Changsheng Li et al.68 citations
- Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks ↗Xiang He, Sibei Yang, Guanbin Li et al.68 citations
- Sensitivity Analysis of Deep Neural Networks ↗Hai Shu, Hongtu Zhu68 citations
- Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition ↗Qiaozhe Li, Xin Bo Zhao, Ran He et al.68 citations
- An Efficient Approach to Informative Feature Extraction from Multimodal Data ↗Lichen Wang, Jiaxiang Wu, Shao‐Lun Huang et al.67 citations
- MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models ↗Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas Allaire et al.67 citations
- Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation ↗Yonghao Xu, Bo Du, Lefei Zhang et al.67 citations
- DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information ↗Lijing Wang, Jiangzhuo Chen, MADHAV V. MARATHE65 citations
- Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks ↗Yuenan Hou, Zheng Ma, Chunxiao Liu et al.65 citations
- TAPAS: Train-Less Accuracy Predictor for Architecture Search ↗Roxana Istrate, Florian Scheidegger, Giovanni Mariani et al.65 citations
- TallyQA: Answering Complex Counting Questions ↗Manoj Acharya, Kushal Kafle, Christopher Kanan65 citations
- A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation ↗Su Wang, Rahul Gupta, Nancy Chang et al.64 citations
- Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection ↗Chang Tang, Xinzhong Zhu, Xinwang Liu et al.64 citations
- A Radical-Aware Attention-Based Model for Chinese Text Classification ↗Hanqing Tao, Shiwei Tong, Hongke Zhao et al.63 citations
- Generating Distractors for Reading Comprehension Questions from Real Examinations ↗Yifan Gao, Lidong Bing, Piji Li et al.63 citations
- Preference-Aware Task Assignment in Spatial Crowdsourcing ↗Yan Li Zhao, Jinfu Xia, Guanfeng Liu et al.63 citations
- AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction ↗Tianle Ma, Aidong Zhang62 citations
- Incorporating Structured Commonsense Knowledge in Story Completion ↗Jiaao Chen, Jianshu Chen, Yu Tian Zhou62 citations
- MotionTransformer: Transferring Neural Inertial Tracking between Domains ↗Changhao Chen, Yishu Miao, Chris Xiaoxuan Lu et al.62 citations
- Collaboration Based Multi-Label Learning ↗Lei Feng, Bo An, Shuo He61 citations
- HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation ↗Liang Hu, Songlei Jian, Longbing Cao et al.61 citations
- Learning Resolution-Invariant Deep Representations for Person Re-Identification ↗Yun-Chun Chen, Yu-Jhe Li, Xiaofei Du et al.61 citations
- Learning Resource Allocation and Pricing for Cloud Profit Maximization ↗Bingqian Du, Chuan Wu, Zhiyi Huang61 citations
- Regularizing Neural Machine Translation by Target-Bidirectional Agreement ↗Zhirui Zhang, Shuangzhi Wu, Shujie Liu et al.61 citations
- Biomedical Image Segmentation via Representative Annotation ↗Hao Zheng, Lin Yang, Jianxu Chen et al.60 citations
- Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder ↗Yingce Xia, Tianyu He, Xu Tan et al.60 citations
- Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing ↗Fan Yang, Ryota Hinami, Yusuke Matsui et al.59 citations
- Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification ↗Dongbo Xi, Fuzhen Zhuang, Yanchi Liu et al.59 citations
- Unsupervised Neural Machine Translation with SMT as Posterior Regularization ↗Shuo Ren, Zhirui Zhang, Shujie Liu et al.59 citations
- Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval ↗Zhaoqun Li, Cheng Xu, Biao Leng58 citations
- CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision ↗K L Navaneet, Priyanka Mandikal, Mayank Agarwal et al.58 citations
- Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift ↗Carles Gelada, Marc G. Bellemare58 citations
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