Mingyuan Ge — accepted AI-conference papers

2025

Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction

Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Mingyuan Ge, Wei Gao, Lei Wang +1

CVPR 2025poster

Fashion image editing is a valuable tool for designers to convey their creative ideas by visualizing design concepts. With the recent advances in text editing methods, significant progress has been made in fashion image editing. However, they face two key challenges: spurious correlations in trainin…

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2024

JM-CLIP: A Joint Modal Similarity Contrastive Learning Model for Video-Text Retrieval

Mingyuan Ge, Yewen Li, Honghao Wu, Mingyong Li

ICASSP 2024accepted

In recent years, the work on video-text retrieval has been well-developed due to the emergence of large-scale pre-training methods. However, these works focus solely on inter-modal interactions and contrasts, neglecting the contrasts of multigrained features within modalities, which makes the simila…

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