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20242026
most citedAn Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation

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cs.CV2025

Omni-Video: Democratizing Unified Video Understanding and Generation

Zhiyu Tan, Hao Yang, Luozheng Qin +3

Notable breakthroughs in unified understanding and generation modeling have led to remarkable advancements in image understanding, reasoning, production and editing, yet current fo…

cs.CV2025

Raccoon: Multi-stage Diffusion Training with Coarse-to-Fine Curating Videos

Zhiyu Tan, Junyan Wang, Hao Yang +4

Text-to-video generation has demonstrated promising progress with the advent of diffusion models, yet existing approaches are limited by dataset quality and computational resources…