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Zepeng Huang

3 accepted papers

2026

UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models

CVPR 2026

With the advancement of multi-modal Large Language Models (LLMs), Video LLMs have been further developed to perform on holistic and specialized video understanding. However, existing works are limited to specialized video understanding tasks, failing to achieve a comprehensive and multi-grained vide

Cited by 0SourceScholar
2025

DisTime: Distribution-based Time Representation for Video Large Language Models

ICCV 2025poster

Despite advances in general video understanding, Video Large Language Models (Video-LLMs) face challenges in precise temporal localization due to discrete time representations and limited temporally aware datasets. Existing methods for temporal expression either conflate time with text-based numeric…

2023

StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis

CVPR 2023highlight

High-fidelity kinship face synthesis has many potential applications, such as kinship verification, missing child identification, and social media analysis. However, it is challenging to synthesize high-quality descendant faces with genetic relations due to the lack of large-scale, high-quality anno…