OmniGen2: Exploration to Advanced Multimodal Generation
Paper
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2506.18871
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Published
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78
Unified Multimodal Model
A curated list for Multimodal Model Generation papers.
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OmniGen: Unified Image Generation
Paper • 2409.11340 • Published • 115 -
Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation
Paper • 2502.05415 • Published • 20 -
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
Paper • 2408.12528 • Published • 51 -
Show-o2: Improved Native Unified Multimodal Models
Paper • 2506.15564 • Published • 29 -
Unified Reward Model for Multimodal Understanding and Generation
Paper • 2503.05236 • Published • 122 -
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
Paper • 2505.03318 • Published • 92 -
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Paper • 2505.02567 • Published • 80 -
Unified Continuous Generative Models
Paper • 2505.07447 • Published • 43 -
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 • 61 -
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
Paper • 2506.21416 • Published • 28 -
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Paper • 2506.03147 • Published • 58 -
X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again
Paper • 2507.22058 • Published • 39 -
GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
Paper • 2507.21033 • Published • 21 -
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
Paper • 2510.08673 • Published • 125 -
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
Paper • 2503.12652 • Published -
Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model
Paper • 2509.04548 • Published • 4