Shilin Xu

I am a PhD student at Peking University (PKU) , supervised by Professor Yunhai Tong. I also work closely with Dr.Xiangtai Li and accept his supervision. My research interests include computer vision, machine learning, and scene understanding.

Email / Github / Google Scholar

Publications

	RAP-SAM : Towards Real-Time All-Purpose Segment Anything Shilin Xu* , Haobo Yuan*, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang arXiv / Project Page / Code This paper presents real-time all-purpose segmentation to segment and recognize objects for image, video, and interactive inputs.
	DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection Shilin Xu* , Xiangtai Li*, Size Wu, Wenwei Zhang Yining Li, Guangliang Cheng, Yunhai Tong, Kai Chen, Chen Change Loy, arXiv / Code The first work uses pseudo labels generated dynamically to solve open vocabulary detection tasks without using additional data.
	Towards Open Vocabulary Learning: A Survey Jianzong Wu, Xiangtai Li, Shilin Xu* , Haobo Yuan, Henghui Ding Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao arXiv / Code
	PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li, Shilin Xu , Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao arXiv / Code
	Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu* , Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao arXiv / Code / ECCV 2022* The first unified end-to-end vision transformer framework for human fashion and attribute analysis.
	Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation Xiangtai Li, Shilin Xu , Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao arXiv / Code / ECCV 2022 The first unified part-aware panoptic segmentation model.