Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Lianghui Zhu*, Junwei Zhou*, Yan Liu, Hao Xin, Wenyu Liu, Xinggang Wang
ACM Multimedia 2024
Towards universal weakly-supervised visual perception. Combining Class Activation Maps(CAMs) as classification clues to prompt SAM for weakly-supervised instance-level recognition.
Full paper: arxiv link
Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint
Junwei Zhou, Xueting Li, Lu Qi, Ming-Hsuan Yang
Given a text prompt describing multiple objects and their spatial relationships, our method generates a 3D scene depicting these objects naturally interacting with one another.
Full paper: arxiv link
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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