I'm a 3rd-year Ph.D. student at Johns Hopkins University, advised by Bloomberg Distinguished Professor Alan Yuille. I received my B.E. from Tsinghua University. Here is my CV and Google Scholar.
- My research interests lie in the field of Computer Vision and Machine Learning.
- My current research focuses include: 1) human analysis 2) generative models for computer vision, and 3) transferable learning between virtual and real environments.
Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation
Yingda Xia*, Yi Zhang*, Fengze Liu, Wei Shen, and Alan Yuille
In ECCV 2020 (Oral)
RSA: Randomized Simulation as Augmentation for Robust Human Action Recognition
Yi Zhang, Xinyue Wei, Weichao Qiu, Zihao Xiao, Gregory D. Hager, and Alan Yuille
In arXiv preprint, 2019
UnrealStereo: Controlling Hazardous Factors to Analyze Stereo Vision
Yi Zhang, Weichao Qiu, Qi Chen, Xiaolin Hu, and Alan Yuille
In 3DV 2018 (Oral)
[pdf] [Project] [GitHub]
SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data
Qi Chen, Weichao Qiu, Yi Zhang, Lingxi Xie and Alan L. Yuille
In BMVC 2018 (Oral)
UnrealCV: Virtual Worlds for Computer Vision
Weichao Qiu, Fangwei Zhong, Yi Zhang, Siyuan Qiao,Zihao Xiao, Tae Soo Kim, Yizhou Wang, Alan Yuille
In ACM Multimedia Open Source Software Competition, 2017