Xiang (Ryan) Li

I am a first-year Ph.D. student at the University of Illinois Urbana-Champaign (UIUC), advised by Prof. Yu-Xiong Wang.

Previously, I obtained my bachelor's degree at the Hong Kong University of Science and Technology (HKUST), where I worked with Dr. Yu-Wing Tai and Prof. Chi-Keung Tang.

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Research
One-Shot Object Detection without Fine-Tuning
Xiang Li*, Lin Zhang*, Yau Pun Chen, Yu-Wing Tai, Chi-Keung Tang
arXiv, 2020
project page / arXiv / code

We introduce a two-stage model and training strategies for one-shot object detection by integrating the metric learning with an anchor-free Faster R-CNN-style detection pipeline.

FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation
Xiang Li, Tianhan Wei, Yau Pun Chen, Yu-Wing Tai, Chi-Keung Tang
In CVPR, 2020
paper / dataset and code

A few-shot segmentation dataset containing 1000 varied and balanced object categories with pixelwise annotation of ground-truth segmentation.


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