RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction

1 code implementation • CVPR 2023 • Donghao Zhou, Chunbin Gu, Junde Xu, Furui Liu, Qiong Wang, Guangyong Chen, Pheng-Ann Heng

In biological research, fluorescence staining is a key technique to reveal the locations and morphology of subcellular structures.

Cross-modal Image Retrieval with Deep Mutual Information Maximization

no code implementations • 10 Mar 2021 • Chunbin Gu, Jiajun Bu, Xixi Zhou, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan

Prior work usually uses a three-stage strategy to tackle this task: 1) extract the features of the inputs; 2) fuse the feature of the source image and its modified text to obtain fusion feature; 3) learn a similarity metric between the desired image and the source image + modified text by using deep metric learning.

Cross-Modal Retrieval Image Retrieval +3