Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers
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- Bi-Level Actor-Critic for Multi-Agent Coordination ↗Haifeng Zhang, Weizhe Chen, Zeren Huang et al.78 citations
- Proximal Distilled Evolutionary Reinforcement Learning ↗Cristian Bodnar, Ben Day, Píetro Lió78 citations
- Weakly Supervised Sequence Tagging from Noisy Rules ↗Esteban Safranchik, Shiying Luo, Stephen H. Bach78 citations
- AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation ↗Weiting Huang, Pengfei Ren, Jingyu Wang et al.77 citations
- Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction ↗Jian-Ya Ding, Chao Zhang, Lei Shen et al.76 citations
- Alternating Language Modeling for Cross-Lingual Pre-Training ↗Jian Yang, Shuming Ma, Dongdong Zhang et al.76 citations
- Multi-Task Driven Feature Models for Thermal Infrared Tracking ↗Qiao Liu, Xin Li, Zhenyu He et al.76 citations
- Span Model for Open Information Extraction on Accurate Corpus ↗Junlang Zhan, Hai Yan Zhao76 citations
- Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification ↗Guile Wu, Xiatian Zhu, Shaogang Gong76 citations
- A Knowledge-Aware Attentional Reasoning Network for Recommendation ↗Qiannan Zhu, Xiaofei Zhou, Jia Xin Wu et al.75 citations
- Improving Entity Linking by Modeling Latent Entity Type Information ↗Shuang Chen, Jinpeng Wang, Feng Jiang et al.75 citations
- Multiple Data Augmentation Strategies for Improving Performance on Automatic Short Answer Scoring ↗Jiaqi Lun, Jia Hu Zhu, Yong Tang et al.75 citations
- Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets ↗Ziqiang Cheng, Yang Yang, Wei Wang et al.75 citations
- Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network ↗Jialin Gao, Zhixiang Shi, Guanshuo Wang et al.74 citations
- Domain Adaptive Attention Learning for Unsupervised Person Re-Identification ↗Yangru Huang, Peixi Peng, Yi Jin et al.74 citations
- FDN: Feature Decoupling Network for Head Pose Estimation ↗Hao Zhang, Mengmeng Wang, Yong Liu et al.74 citations
- Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games ↗Jianhong Wang, Yuan Zhang, Tae-Kyun Kim et al.74 citations
- Ultrafast Photorealistic Style Transfer via Neural Architecture Search ↗Jie An, Haoyi Xiong, Jun Huan et al.74 citations
- CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation ↗Zhiyue Liu, Jiahai Wang, Zhiwei Liang73 citations
- Deep Match to Rank Model for Personalized Click-Through Rate Prediction ↗Ze Lyu, Yu Dan Dong, Chengfu Huo et al.73 citations
- Diversity Transfer Network for Few-Shot Learning ↗Mengting Chen, Yuxin Fang, Xinggang Wang et al.73 citations
- Learning Geo-Contextual Embeddings for Commuting Flow Prediction ↗Zhicheng Liu, Fábio Miranda, Weiting Xiong et al.73 citations
- MemCap: Memorizing Style Knowledge for Image Captioning ↗Wentian Zhao, Xinxiao Wu, Xiaoxun Zhang73 citations
- Multi-View Multiple Clusterings Using Deep Matrix Factorization ↗Shaowei Wei, Jun Wang, Guoxian Yu et al.73 citations
- Task-Aware Monocular Depth Estimation for 3D Object Detection ↗Xinlong Wang, Wei Yin, Tao Kong et al.73 citations
- Diversified Interactive Recommendation with Implicit Feedback ↗Yong Liu, Yingtai Xiao, Qiong Wu et al.72 citations
- Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources ↗Qianhui Wu, Zijia Lin, Guoxin Wang et al.72 citations
- Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow ↗Mingyu Ding, Zhe Wang, Bolei Zhou et al.72 citations
- JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video ↗Soo Ye Kim, Jihyong Oh, Munchurl Kim72 citations
- Multi-Spectral Vehicle Re-Identification: A Challenge ↗Hongchao Li, Chenglong Li, Xianpeng Zhu et al.72 citations
- Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization ↗Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi et al.72 citations
- Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network ↗Zhaolong Zhang, Yuejie Zhang, Rui Feng et al.72 citations
- ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection ↗Zhenbo Xu, Wei Zhang, Xiaoqing Ye et al.72 citations
- HDDL: An Extension to PDDL for Expressing Hierarchical Planning Problems ↗Daniel Höller, Gregor Behnke, Pascal Bercher et al.71 citations
- Multi-Source Domain Adaptation for Visual Sentiment Classification ↗Chuang Lin, Sicheng Zhao, Lei Meng et al.71 citations
- Distilling Portable Generative Adversarial Networks for Image Translation ↗Hanting Chen, Yunhe Wang, Han Shu et al.70 citations
- Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation ↗Junliang Guo, Xu Tan, Linli Xu et al.70 citations
- Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification ↗Hao Ming Peng, Jianxin Li, Qiran Gong et al.70 citations
- Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution ↗Yang You, Yujing Lou, Qi Liu et al.70 citations
- Privacy-Preserving Gradient Boosting Decision Trees ↗Qinbin Li, Zhaomin Wu, Zeyi Wen et al.70 citations
- Learning Counterfactual Representations for Estimating Individual Dose-Response Curves ↗Patrick Schwab, Lorenz Linhardt, Stefan Bauer et al.69 citations
- Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study ↗Jinlan Fu, Pengfei Liu, Qi Zhang69 citations
- Symbiotic Attention with Privileged Information for Egocentric Action Recognition ↗Xiaohan Wang, Yu Wu, Linchao Zhu et al.69 citations
- Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents ↗Felipe Leno da Silva, Pablo Hernández-Leal, Bilal Kartal et al.69 citations
- GAN-Based Unpaired Chinese Character Image Translation via Skeleton Transformation and Stroke Rendering ↗Yiming Gao, Jiangqin Wu68 citations
- Generating Realistic Stock Market Order Streams ↗Junyi Li, Xintong Wang, Yaoyang Lin et al.68 citations
- Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs ↗Pengda Qin, Xin Eric Wang, Wenhu Chen et al.68 citations
- Multi-Scale Self-Attention for Text Classification ↗Qipeng Guo, Xipeng Qiu, Pengfei Liu et al.68 citations
- Bi-Directional Generation for Unsupervised Domain Adaptation ↗Guanglei Yang, Haifeng Xia, Mingli Ding et al.67 citations
- Differentiable Reasoning on Large Knowledge Bases and Natural Language ↗Pasquale Minervini, Matko Bošnjak, Tim Rocktäschel et al.67 citations
- MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension ↗Di Jin, Shuyang Gao, Jiun-Yu Kao et al.67 citations
- Shared Generative Latent Representation Learning for Multi-View Clustering ↗Ming Yin, Weitian Huang, Junbin Gao67 citations
- Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation ↗Pengjie Ren, Zhumin Chen, Christof Monz et al.67 citations
- Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network ↗Jingjing Chen, Liangming Pan, Zhipeng Wei et al.67 citations
- Adversarial Learning of Privacy-Preserving and Task-Oriented Representations ↗Taihong Xiao, Yi–Hsuan Tsai, Kihyuk Sohn et al.66 citations
- DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue ↗Xiaoze Jiang, Jing Yu, Zengchang Qin et al.66 citations
- Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis ↗Xia Yuan, Jingbo Zhou, Zhenhui Shi et al.66 citations
- Relational Prototypical Network for Weakly Supervised Temporal Action Localization ↗Linjiang Huang, Yan Huang, Wanli Ouyang et al.66 citations
- Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation ↗Rongxiang Weng, Heng Yu, Shujian Huang et al.65 citations
- Exploit and Replace: An Asymmetrical Two-Stream Architecture for Versatile Light Field Saliency Detection ↗Yongri Piao, Zhengkun Rong, Miao Zhang et al.65 citations
- Gated Convolutional Networks with Hybrid Connectivity for Image Classification ↗Chuanguang Yang, Zhulin An, Hui Zhu et al.65 citations
- Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products ↗Haoran Li, Peng Yuan, Song Hua Xu et al.64 citations
- CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines ↗Arjun Akula, Shuai Wang, Song Chun Zhu64 citations
- End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking ↗Haosheng Chen, David Suter, Qiangqiang Wu et al.64 citations
- Expressing Objects Just Like Words: Recurrent Visual Embedding for Image-Text Matching ↗Tianlang Chen, Jiebo Luo64 citations
- Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback ↗Jiawei Chen, Can Wang, Sheng Zhou et al.64 citations
- Generating Persona Consistent Dialogues by Exploiting Natural Language Inference ↗Haoyu Song, Weinan Zhang, Jingwen Hu et al.64 citations
- Stereoscopic Image Super-Resolution with Stereo Consistent Feature ↗Wonil Song, Sungil Choi, Somi Jeong et al.64 citations
- Uncertainty-Aware Deep Classifiers Using Generative Models ↗Murat Şensoy, Lance Kaplan, Federico Cerutti et al.64 citations
- Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets ↗Saku Sugawara, Pontus Stenetorp, Kentaro Inui et al.63 citations
- Attention-Based Multi-Modal Fusion Network for Semantic Scene Completion ↗Siqi Li, Changqing Zou, Yipeng Li et al.63 citations
- Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning ↗Binyuan Hui, Pengfei Zhu, Qinghua Hu63 citations
- Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks ↗Anna Rogers, Olga Kovaleva, Matthew Downey et al.63 citations
- Hyperbolic Interaction Model for Hierarchical Multi-Label Classification ↗Boli Chen, Xin Huang, Lin Xiao et al.63 citations
- MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking ↗Zewei Zhao, Houfeng Wang63 citations
- Neural Snowball for Few-Shot Relation Learning ↗Tianyu Gao, Xu Han, Ruobing Xie et al.63 citations
- Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation ↗Xin Dong, Jingchao Ni, Wei Dong Cheng et al.62 citations
- Deep Embedded Complementary and Interactive Information for Multi-View Classification ↗Jinglin Xu, Wenbin Li, Xinwang Liu et al.62 citations
- Discriminative and Robust Online Learning for Siamese Visual Tracking ↗Jinghao Zhou, Peng Wang, Haoyang Sun62 citations
- End-to-End Unpaired Image Denoising with Conditional Adversarial Networks ↗Zhiwei Hong, Xiaocheng Fan, Tao Jiang et al.62 citations
- Improving ECG Classification Using Generative Adversarial Networks ↗Tomer Golany, Gal Lavee, Shai Tejman Yarden et al.62 citations
- Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction ↗Shoujin Wang, Liang Hu, Yan Wang et al.62 citations
- SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM ↗Xinyi Wu, Zhenyao Wu, Jinglin Zhang et al.62 citations
- Symmetric Metric Learning with Adaptive Margin for Recommendation ↗Mingming Li, Shuai Zhang, Fuqing Zhu et al.62 citations
- Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding ↗Yuchen Liu, Jiajun Zhang, Hao Xiong et al.62 citations
- Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER ↗Peng-Hsuan Li, Tsu-Jui Fu, Wei-Yun Ma62 citations
- Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis ↗Quanxue Gao, Huanhuan Lian, Qianqian Wang et al.61 citations
- Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation ↗Jun Xu, Haifeng Wang, Zheng-Yu Niu et al.61 citations
- Learned Video Compression via Joint Spatial-Temporal Correlation Exploration ↗Haojie Liu, Han Shen, Lichao Huang et al.61 citations
- Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix ↗Sihang Zhou, Xinwang Liu, Jiyuan Liu et al.61 citations
- COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment ↗Kai Yang, Shaoqin Liu, Junfeng Zhao et al.60 citations
- Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks ↗Qianhui Liu, Haibo Ruan, Dong Xing et al.60 citations
- Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation ↗Alex Foo, Wynne Hsu, Mong Li Lee et al.60 citations
- Achieving Fairness in the Stochastic Multi-Armed Bandit Problem ↗Vishakha Patil, Ganesh Sambhaji Ghalme, Vineet Nair et al.59 citations
- An ADMM Based Framework for AutoML Pipeline Configuration ↗Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy et al.59 citations
- Multi-Label Causal Feature Selection ↗Xingyu Wu, Bingbing Jiang, Kui Yu et al.59 citations
- Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification ↗Chuanyi Zhang, Yazhou Yao, Huafeng Liu et al.59 citations
- Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract) ↗Hang Jiang, Xianzhe Zhang, Jinho D. Choi58 citations
- Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation ↗Mahmoud Khademi, Oliver Schulte58 citations
- Graph Attention Based Proposal 3D ConvNets for Action Detection ↗Jin Li, Xianglong Liu, Zhuofan Zong et al.58 citations
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