Search Results for author: Miaoge Li

Found 3 papers, 2 papers with code

PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification

1 code implementation ICCV 2023 Miaoge Li, Dongsheng Wang, Xinyang Liu, Zequn Zeng, Ruiying Lu, Bo Chen, Mingyuan Zhou

We find that by formulating the multi-label classification as a CT problem, we can exploit the interactions between the image and label efficiently by minimizing the bidirectional CT cost.

Multi-Label Classification Multi-Label Image Classification

Patch-Token Aligned Bayesian Prompt Learning for Vision-Language Models

no code implementations16 Mar 2023 Xinyang Liu, Dongsheng Wang, Miaoge Li, Zhibin Duan, Yishi Xu, Bo Chen, Mingyuan Zhou

For downstream applications of vision-language pre-trained models, there has been significant interest in constructing effective prompts.

Prompt Engineering

Knowledge-Aware Bayesian Deep Topic Model

1 code implementation20 Sep 2022 Dongsheng Wang, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou

We propose a Bayesian generative model for incorporating prior domain knowledge into hierarchical topic modeling.

Topic Models

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