Multi-Modal CLIP-Informed Protein Editing

no code implementations • 27 Jul 2024 • Mingze Yin, Hanjing Zhou, Yiheng Zhu, Miao Lin, Yixuan Wu, Jialu Wu, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou, Jintai Chen, Jian Wu

Proteins govern most biological functions essential for life, but achieving controllable protein discovery and optimization remains challenging.

Attribute Contrastive Learning

Group-On: Boosting One-Shot Segmentation with Supportive Query

no code implementations • 18 Apr 2024 • Hanjing Zhou, Mingze Yin, Jintai Chen, Danny Chen, Jian Wu

One-shot semantic segmentation aims to segment query images given only ONE annotated support image of the same class.

One-Shot Segmentation Segmentation