Bowen Yin   尹博文

Biography   [back top]

I am currently a first-year Ph.D student in VCIP, Nnakai University, supervised by Prof. Qibin Hou and Prof. Ming-ming Cheng.

My recent research interests are in (2D/3D) vision learning.

• 09/2023 -- Now: Ph.D. in Computer Science and Technology, Nankai University, Tianjin, China
• 09/2021 -- 06/2023: M.S. in Computer Science and Technology, Nankai University, Tianjin, China
• 09/2017 -- 06/2021: B.S. in Electronic Information Engineering, Xidian University, Xi'an, China

Latest News   [back top]

• 02/2024: One paper was accepted by CVPR 2024.
• 01/2024: One paper was accepted by ICLR 2024.

Publications   [back top]

* Eauql contribution. ^✉ Corresponding author.

01	Bowen Yin, Xuying Zhang, Zhongyu Li, Li Liu，Ming-Ming Cheng, Qibin Hou✉ DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation ICLR,2024 TLDR: RGBD pretraining framework to learn a specialized and strong RGBD encoder. [paper] [homepage] [公众号解读(集智书童)] [code] [BibTex]
02	Zhongyu Li, Bowen Yin, Shanghua Gao, Yongxiang Liu, Li Liu, Ming-Ming Cheng✉ Enhancing Representations through Heterogeneous Self-Supervised Learning arXiv preprint arXiv:2310.05108 TLDR: Heterogeneous Architectures can boost the Self-Supervised Learning. [paper] [code(comming soon)] [BibTex]
03	Xuying Zhang*, Bowen Yin*, Zheng Lin, Qibin Hou✉, Dengping Fan, Mingming Cheng Referring Camouflaged Object Detection arXiv preprint arXiv:2306.07532 TLDR: Salient images can help capturing camouflaged object. [paper] [code ] [BibTex]
04	Bowen Yin*, Xuying Zhang*, Qibin Hou✉, Boyuan Sun, Dengping Fan, Luc Van Gool CamoFormer: Masked Separable Attention for Camouflaged Object Detection arXiv preprint arXiv:2212.06570 TLDR: Foreground-background seperate attention for camouflaged objects. [paper] [code ] [BibTex]
05	Xuying Zhang, Bowen Yin, Yuming Chen, Zheng Lin, Yunheng Li, Qibin Hou✉, Ming-Ming Cheng TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes CVPR,2024 [Paper] [code] [BibTex]