Thinklab SJTU · GitHub
Thinklab at Shanghai Jiao Tong University led by Prof. Junchi Yan.Thinklab SJTU
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Thinklab at Shanghai Jiao Tong University led by Prof. Junchi Yan.Thinklab SJTU
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· Junchi Yan IJCAI19 Tutorial Learning Temporal Point Process. Outline Deep Learning for TPP 37 3.1 RNN model for TPP 3.2 Adversarial learning for TPP 3.3 Reinforcement learning for TPP 3.4 Embedding for multi-dimensional TPP Junchi Yan IJCAI19 Tutorial Learning
Get PriceJiayi Ma Xingyu Jiang Aoxiang Fan Junjun Jiang and Junchi Yan. "Image Matching from Handcrafted to Deep Features A Survey" International Journal of Computer Vision 129(1) pp. 23-79 2021. SCI IF=5.698
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Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-EncoderDeep generative models have demonstrated their effectiveness in learning latent representation and modeling complex dependencies of time series. In this paper we SCRDet Detecting Small Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss SmoothingSmall and cluttered objects are common in real-world which are challenging for detection. The difficulty is further pronounced when the objects are rotated as traditional detectors Learning Latent Process from High-Dimensional Event Sequences via Efficient SamplingWe target modeling latent dynamics in high-dimension marked event sequences without any prior knowledge about marker relations. Such problem has been rarely studied by Learning Structured Communication for Multi-agent Reinforcement LearningThis work explores the large-scale multi-agent communication mechanism under a multi-agent reinforcement learning (MARL) setting. We summarize the general categories ofSJTU-ThinkLab
· Founded in April 2018 by Dr. Junchi Yan the vision of SJTU-ThinkLab () is to develop cutting-edge technolgies for solving
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· Runzhong Wang Junchi Yan Xiaokang Yang. Accepted by TPAMI. Best poster award at Internation Conference on Data Science 2019. Combinatorial Learning of Graph Edit Distance via Dynamic Embedding. Runzhong Wang Tianqi Zhang Tianshu Yu Junchi Yan Xiaokang Yang. CVPR 2021. preprint code coming soon.
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· Runzhong Wang Junchi Yan Xiaokang Yang. Accepted by TPAMI. Best poster award at Internation Conference on Data Science 2019. Combinatorial Learning of Graph Edit Distance via Dynamic Embedding. Runzhong Wang Tianqi Zhang Tianshu Yu Junchi Yan Xiaokang Yang. CVPR 2021. preprint code coming soon.
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· Junchi Yan Deep Networks for TPPKDD19 Tutorial 20 For influence from dimension to Social Infectivity If high dimension overfitting for 𝑨= Sparse Low-rank Networks 1 regularize the maximum likelihood estimator 𝐴∗ is the nuclear norm of matrix A which is defined to be the sum of its singular value min
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Learning to Select Elements for Graphic Design. Guolong Wang. Tsinghua University Beijing China Zheng Qin. Tsinghua University Beijing China Junchi Yan
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paper Yan Junchi and Yang Shuang and Hancock Edwin R. Learning Combinatorial Optimization on Graphs A Survey with Applications to Networking. IEEE ACCESS 2020. journal Vesselinova Natalia and Steinert Rebecca and Perez-Ramirez Daniel F
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Wen Qian Xue Yang Silong Peng Junchi Yan Yue Guo R3Det Refined Single-Stage Detector with Feature Refinement for Rotating Object R3Det
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· Junchi Yan Quanshi Zhang Prof. Yu-Gang Jiang Home Page Xiangyang XueGoogle Scholar Citations Yanwei Fu EECS-QMUL Limin Wang Jianxin Wu s homepage
Get PriceWelcome to Junsong YuanUniversity at Buffalo
· Welcome to Junsong Yuan. Junsong Yuan . Associate Professor. Director of Visual Computing Lab. Computer Science and Engineering Department. University at Buffalo State University of New York. Contact jsyuan at buffalo
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paper Yan Junchi and Yang Shuang and Hancock Edwin R. Learning Combinatorial Optimization on Graphs A Survey with Applications to Networking. IEEE ACCESS 2020. journal Vesselinova Natalia and Steinert Rebecca and Perez-Ramirez Daniel F
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· Co Executive Chairs for CCF-CV at Shanghai Jiao Tong University () with Prof. Xiaokang Yang and Prof. Junchi Yan. Executive Area Chair for VALSE. Computer Vision Session Chair in IJCAI 2019 . Guest Editor. Pattern Recognition Special Issue about Deep Video Analysis. IEEE Access Special Issue on Sequential Data Modeling and Its
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· Runzhong Wang Junchi Yan Xiaokang Yang affinity NP
Get Price· C5 Junchi Yan Xu-Cheng Yin () Weiyao Lin Cheng Deng HongyuanZha and Xiaokang Yang "A short survey of recent advances in graph matching "Proceedings of ACM International Conference on Multimedia Retrieval (ACM ICMR 16) 2016.
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Xue Yang Junchi Yan Xiaokang Yang Jin Tang Wenlong Liao Tao He SCRDet Detecting Small Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing. CoRR abs/2004.13316 (2020)
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· Junchi Yan Quanshi Zhang Prof. Yu-Gang Jiang Home Page Xiangyang XueGoogle Scholar Citations Yanwei Fu EECS-QMUL Limin Wang Jianxin Wu s homepage
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· Junchi Yan Quanshi Zhang Prof. Yu-Gang Jiang Home Page Xiangyang XueGoogle Scholar Citations Yanwei Fu EECS-QMUL Limin Wang Jianxin Wu s homepage
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Junchi Yan (Preferred) Suggest Name Emails. Enter email addresses associated with all of your current and historical institutional affiliations as well as all your previous publications and the Toronto Paper Matching System. This information is crucial for deduplicating users
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· Junchi Yan (Member IEEE) is currently a Research Professor (Ph.D. Advisor) with the Department of Computer Science and Engineering and the AI Institute of Shanghai Jiao Tong University. He is also the Co-Director for the prestigious SJTU ACM Class (in charge of AI direction).
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Ao Zhang Nan Li Jian Pu Jun Wang Junchi Yan Hongyuan Zha. tau-FPL Tolerance-Constrained Learning in Linear Time. In Proceedings of the 32rd AAAI Conference on Artificial Intelligence (AAAI 18) New Orleans LA 2018. Qi Qian Jisheng Tang Hao Li
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· Weiyao Lin Yang Zhou Hongteng Xu Junchi Yan Mingliang Xu Jianxin Wu Zicheng Liu . Department of Electronic Engineering Shanghai Jiao Tong University China . wylin sjtu.edu.cn Abstract. Trajectory analysis is essential in many applications. In this paper we address the problem of representing motion trajectories in a highly informative
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· Chao Zhang Junchi Yan Changsheng Li Hao Wu( ) and Rongfang Bie. End-to-end learning for image-based air quality level estimation J . Machine Vision and Applications 2018 29(4) . (SCI index) Hao Wu Rongfang Bie Junqi Guo Xin Meng
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· Junchi Yan Xin Liu Liangliang Shi Changsheng Li Hongyuan Zha Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning Proceedings of the Twenty-Seventh International Joint Conference on Artificial
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· Co Executive Chairs for CCF-CV at Shanghai Jiao Tong University () with Prof. Xiaokang Yang and Prof. Junchi Yan. Executive Area Chair for VALSE. Computer Vision Session Chair in IJCAI 2019 . Guest Editor. Pattern Recognition Special Issue about Deep Video Analysis. IEEE Access Special Issue on Sequential Data Modeling and Its
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Wen Qian Xue Yang Silong Peng Junchi Yan Yue Guo R3Det Refined Single-Stage Detector with Feature Refinement for Rotating Object R3Det
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