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ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images



Huihui Fang , Fei Li , Huazhu Fu , Xu Sun , Xingxing Cao , Fengbin Lin , Jaemin Son , Sunho Kim , Gwenole Quellec , Sarah Matta , Sharath M Shankaranarayana , Yi-Ting Chen , Chuen-heng Wang , Nisarg A. Shah , Chia-Yen Lee , Chih-Chung Hsu , Hai Xie , Baiying Lei , Ujjwal Baid , Shubham Innani , Kang Dang , Wenxiu Shi , Ravi Kamble , Nitin Singhal , José Ignacio Orlando , Hrvoje Bogunović , Xiulan Zhang , Yanwu Xu

* 29 pages, 17 figures 

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Semi-supervised 3D Object Detection via Temporal Graph Neural Networks



Jianren Wang , Haiming Gang , Siddarth Ancha , Yi-Ting Chen , David Held

* 3DV 2021 

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Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot Imitation



Jia-Fong Yeh , Chi-Ming Chung , Hung-Ting Su , Yi-Ting Chen , Winston H. Hsu

* Accepted by AAAI 2022, preprint version, first two authors contribute equally 

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Driver-centric Risk Object Identification



Chengxi Li , Stanley H. Chan , Yi-Ting Chen

* Submitted to TPAMI 

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CARLS: Cross-platform Asynchronous Representation Learning System



Chun-Ta Lu , Yun Zeng , Da-Cheng Juan , Yicheng Fan , Zhe Li , Jan Dlabal , Yi-Ting Chen , Arjun Gopalan , Allan Heydon , Chun-Sung Ferng , Reah Miyara , Ariel Fuxman , Futang Peng , Zhen Li , Tom Duerig , Andrew Tomkins


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Multimodal Object Detection via Bayesian Fusion



Yi-Ting Chen , Jinghao Shi , Christoph Mertz , Shu Kong , Deva Ramanan

* https://mscvprojects.ri.cmu.edu/2020teamc 

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Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision



Chao Jia , Yinfei Yang , Ye Xia , Yi-Ting Chen , Zarana Parekh , Hieu Pham , Quoc V. Le , Yunhsuan Sung , Zhen Li , Tom Duerig


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Unsupervised Domain Adaptation for Spatio-Temporal Action Localization



Nakul Agarwal , Yi-Ting Chen , Behzad Dariush , Ming-Hsuan Yang

* Accepted in BMVC 2020 

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Uncertainty-aware Self-supervised 3D Data Association



Jianren Wang , Siddharth Ancha , Yi-Ting Chen , David Held

* 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems 

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