1 citations · 1 across the 4 of their papers we have counts for
6 papers
TGuide: Faster Autoregressive Video Diffusion via Historical Trajectory Guidance
Zhuo Chen, Bin Zou, Fanyue Wei +3
Can autoregressive video diffusion be accelerated further when only four denoising steps remain? Existing feature caching approaches struggle in this regime, as large feature chang…
Dynamic Resolution Routing for Efficient Egocentric Grounding
Huixin Sun, Wangbo Zhao, Fanyue Wei +3
Egocentric visual grounding requires high-resolution inputs to localize small objects. However, scaling Multimodal Large Language Models to this domain is constrained by the excess…
The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy
Zhuo Chen, Fanyue Wei, Runze Xu +4
Training-free image editing with large diffusion models has become practical, yet faithfully performing complex non-rigid edits (e.g., pose or shape changes) remains highly challen…
The Devil is in the Spurious Correlations: Boosting Moment Retrieval with Dynamic Learning
Xinyang Zhou, Fanyue Wei, Lixin Duan +2
Given a textual query along with a corresponding video, the objective of moment retrieval aims to localize the moments relevant to the query within the video. While commendable res…
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning
Fanyue Wei, Wei Zeng, Zhenyang Li +3
Personalized text-to-image models allow users to generate varied styles of images (specified with a sentence) for an object (specified with a set of reference images). While remark…
Learning Pixel-Level Distinctions for Video Highlight Detection
Fanyue Wei, Biao Wang, Tiezheng Ge +3
The goal of video highlight detection is to select the most attractive segments from a long video to depict the most interesting parts of the video. Existing methods typically focu…