MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers Paper • 2610.06801 • Published 7 days ago • 38
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence Paper • 2609.39222 • Published 12 days ago • 46
How Far Are We from Removing the Visual Encoder? Scaling Laws for Encoder-Free Multimodal Pretraining Paper • 2609.35457 • Published 14 days ago • 68
Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning Paper • 2609.35767 • Published 14 days ago • 50
Just MLPs: Efficient Visual State Reconstruction for Multimodal Language Models Paper • 2609.34972 • Published 14 days ago • 30
Rethinking Training-Inference Mismatch in LLM Reinforcement Learning: Where It Arises and How to Correct It Paper • 2609.32444 • Published 16 days ago • 35
SenseNova-U1.5: Towards Native Unified Visual Intelligence Paper • 2609.11929 • Published Sep 10 • 232