Search Results for author: Muzhi Zhu

Found 3 papers, 2 papers with code

De novo protein design using geometric vector field networks

no code implementations18 Oct 2023 Weian Mao, Muzhi Zhu, Zheng Sun, Shuaike Shen, Lin Yuanbo Wu, Hao Chen, Chunhua Shen

Most prior encoders rely on atom-wise features, such as angles and distances between atoms, which are not available in this context.

Protein Design

SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning

1 code implementation ICCV 2023 Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen

In this work, we propose a novel training mechanism termed SegPrompt that uses category information to improve the model's class-agnostic segmentation ability for both known and unknown categories.

Open-World Instance Segmentation Segmentation +1

Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching

1 code implementation22 May 2023 Yang Liu, Muzhi Zhu, Hengtao Li, Hao Chen, Xinlong Wang, Chunhua Shen

In this work, we present Matcher, a novel perception paradigm that utilizes off-the-shelf vision foundation models to address various perception tasks.

Segmentation Semantic Segmentation

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