Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Paper • 2604.24763 • Published 15 days ago • 69
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published 27 days ago • 157
Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance Paper • 2603.02175 • Published Mar 2 • 24
Enhancing Spatial Understanding in Image Generation via Reward Modeling Paper • 2602.24233 • Published Feb 27 • 60
Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation Paper • 2601.21406 • Published Jan 29 • 6
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs Paper • 2601.17058 • Published Jan 22 • 190
Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders Paper • 2601.16208 • Published Jan 22 • 55
PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation Paper • 2512.24551 • Published Dec 31, 2025 • 21
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation Paper • 2512.05112 • Published Dec 4, 2025 • 13
Does Hearing Help Seeing? Investigating Audio-Video Joint Denoising for Video Generation Paper • 2512.02457 • Published Dec 2, 2025 • 14
Does Hearing Help Seeing? Investigating Audio-Video Joint Denoising for Video Generation Paper • 2512.02457 • Published Dec 2, 2025 • 14 • 2
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Paper • 2511.09611 • Published Nov 12, 2025 • 71
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence Paper • 2510.20579 • Published Oct 23, 2025 • 56
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Paper • 2510.18876 • Published Oct 21, 2025 • 37