Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation Paper • 2601.21406 • Published 10 days ago • 4
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs Paper • 2601.17058 • Published 16 days ago • 184
Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders Paper • 2601.16208 • Published 16 days ago • 51
PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation Paper • 2512.24551 • Published Dec 31, 2025 • 20
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation Paper • 2512.05112 • Published Dec 4, 2025 • 12
Does Hearing Help Seeing? Investigating Audio-Video Joint Denoising for Video Generation Paper • 2512.02457 • Published Dec 2, 2025 • 14
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Paper • 2511.09611 • Published Nov 12, 2025 • 70
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
DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training Paper • 2510.11712 • Published Oct 13, 2025 • 31
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published Sep 26, 2025 • 187
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Paper • 2508.00819 • Published Aug 1, 2025 • 63
ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts Paper • 2507.20939 • Published Jul 28, 2025 • 57
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models Paper • 2507.07104 • Published Jul 9, 2025 • 46
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology Paper • 2507.07999 • Published Jul 10, 2025 • 50
Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation Paper • 2506.19852 • Published Jun 24, 2025 • 42
VMoBA: Mixture-of-Block Attention for Video Diffusion Models Paper • 2506.23858 • Published Jun 30, 2025 • 31