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Chenwei Xie

3 accepted papers

2026

Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training

CVPR 2026

Recent unified models have made unprecedented progress in both understanding and generation. However, while most of them accept multi-modal inputs, they typically produce only single-modality outputs. This challenge of producing interleaved content is mainly due to training data scarcity and the dif

Cited by 0SourceScholar
2025

DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding

ICCV 2025poster

In recent years, the introduction of Multi-modal Large Language Models (MLLMs) into video understanding tasks has become increasingly prevalent. However, how to effectively integrate temporal information remains a critical research focus. Traditional approaches treat spatial and temporal information…

Cited by 0SourcePDFScholar
2021

Exploring Visual-Audio Composition Alignment Network for Quality Fashion Retrieval in Video

ICASSP 2021accepted

Fashion retrieval in video suffers from the issues of imperfect visual representation and low quality of search results under the E-commercial circumstance. Previous works generally focus on searching the identical images from visual perspective only, but lack of leveraging multi-modal information f…

Cited by 0SourceScholar