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Huaying Yuan

3 accepted papers

2025

FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation

COLING 2025main

Recent advancements in text-to-image generation, notably the series of Stable Diffusion methods, have enabled the production of diverse, high-quality photo-realistic images. Nevertheless, these techniques still exhibit limitations in terms of knowledge access. Retrieval-augmented image generation is…

2025

MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval

NeurIPS 2025poster

Accurately locating key moments within long videos is crucial for solving long video understanding (LVU) tasks. However, existing benchmarks are either severely limited in terms of video length and task diversity, or they focus solely on the end-to-end LVU performance, making them inappropriate for…

Cited by 0SourceScholar
2025

OmniGen: Unified Image Generation

CVPR 2025poster

The emergence of Large Language Models (LLMs) has unified language generation tasks and revolutionized human-machine interaction. However, in the realm of image generation, a unified model capable of handling various tasks within a single framework remains largely unexplored. In this work, we introd…