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Picture for S. -H. Gary Chan

A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting


Jan 04, 2022
Guanyao Li, Shuhan Zhong, Letian Xiang, S. -H. Gary Chan, Ruiyuan Li, Chih-Chieh Hung, Wen-Chih Peng


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NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization


Sep 05, 2021
Haoyue Bai, Fengwei Zhou, Lanqing Hong, Nanyang Ye, S. -H. Gary Chan, Zhenguo Li

* Accepted by ICCV2021 

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Crowd Counting by Self-supervised Transfer Colorization Learning and Global Prior Classification


May 20, 2021
Haoyue Bai, Song Wen, S. -H. Gary Chan


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Motion-guided Non-local Spatial-Temporal Network for Video Crowd Counting


Apr 28, 2021
Haoyue Bai, S. -H. Gary Chan


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Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty


Jan 12, 2021
Jierun Chen, Song Wen, S. -H. Gary Chan

* Accepted by AAAI2021 

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CNN-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory Signal


Dec 31, 2020
Haoyue Bai, S. -H. Gary Chan


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DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation


Dec 17, 2020
Haoyue Bai, Rui Sun, Lanqing Hong, Fengwei Zhou, Nanyang Ye, Han-Jia Ye, S. -H. Gary Chan, Zhenguo Li

* Accepted by AAAI2021 

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Crowd Counting on Images with Scale Variation and Isolated Clusters


Sep 09, 2019
Haoyue Bai, Song Wen, S. -H. Gary Chan

* Accepted at International Conference on Computer Vision (ICCV) 2019 Workshop 

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Representation Learning of Pedestrian Trajectories Using Actor-Critic Sequence-to-Sequence Autoencoder


Nov 20, 2018
Ka-Ho Chow, Anish Hiranandani, Yifeng Zhang, S. -H. Gary Chan


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