UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture Paper • 2512.21675 • Published 7 days ago • 23
Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding Paper • 2512.21643 • Published 7 days ago • 10
Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding Paper • 2512.21643 • Published 7 days ago • 10
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture Paper • 2512.21675 • Published 7 days ago • 23
ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding Paper • 2507.14533 • Published Jul 19, 2025 • 6
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding Paper • 2510.06308 • Published Oct 7, 2025 • 54
Unimedvl: Unifying Medical Multimodal Understanding And Generation Through Observation-Knowledge-Analysis Paper • 2510.15710 • Published Oct 17, 2025 • 6
PICABench: How Far Are We from Physically Realistic Image Editing? Paper • 2510.17681 • Published Oct 20, 2025 • 62
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Paper • 2504.04903 • Published Apr 7, 2025
Factuality Matters: When Image Generation and Editing Meet Structured Visuals Paper • 2510.05091 • Published Oct 6, 2025 • 19
A Comparative Study of Image Restoration Networks for General Backbone Network Design Paper • 2310.11881 • Published Oct 18, 2023