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Siming Fan

4 accepted papers

2025

ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries

AAAI 2025technical

Existing research on human-centric video understanding typically focuses on analyzing specific moments or entire videos. However, many applications require higher precision at the frame level. In this work, we propose a novel task, BestShot, which aims to locate highlight frames within human-centric…

2023

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-Centric Rendering

ICCV 2023poster

Realistic human-centric rendering plays a key role in both computer vision and computer graphics. Rapid progress has been made in the algorithm aspect over the years, yet existing human-centric rendering datasets and benchmarks are rather impoverished in terms of diversity (e.g., outfit's fabric/mat…

Cited by 61PDFcodeScholar
2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars

NeurIPS 2023poster

Synthesizing high-fidelity head avatars is a central problem for computer vision and graphics. While head avatar synthesis algorithms have advanced rapidly, the best ones still face great obstacles in real-world scenarios. One of the vital causes is the inadequate datasets -- 1) current public data…