Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Paper
•
2505.02567
•
Published
•
80
Multimodal
-
-
OmniGen2: Exploration to Advanced Multimodal Generation
Paper • 2506.18871 • Published • 77 -
UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
Paper • 2506.17202 • Published • 10 -
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation
Paper • 2506.18095 • Published • 66 -
Ovis-U1 Technical Report
Paper • 2506.23044 • Published • 62 -
A Survey on Vision-Language-Action Models: An Action Tokenization Perspective
Paper • 2507.01925 • Published • 38 -
Pixels, Patterns, but No Poetry: To See The World like Humans
Paper • 2507.16863 • Published • 68