From Pixels to Actions - Towards Native Vision-Language-Action Policies Paper • 2611.06918 • Published 1 day ago • 56
SenseNova-U1.5: Towards Native Unified Visual Intelligence Paper • 2609.11929 • Published Sep 10 • 138
Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative Transformers Paper • 2610.40647 • Published 8 days ago • 27
Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System Paper • 2609.01607 • Published Sep 1 • 24
Apple-$π$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence Paper • 2607.16401 • Published Jul 17 • 44
AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling Paper • 2608.02602 • Published Aug 3 • 71
Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion Paper • 2606.15236 • Published Jun 16 • 22
Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion Paper • 2606.15236 • Published Jun 16 • 22
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Paper • 2605.12500 • Published May 12 • 153
From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published May 27 • 75
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding Paper • 2512.19693 • Published Dec 22, 2025 • 68
CoS: Chain-of-Shot Prompting for Long Video Understanding Paper • 2502.06428 • Published Feb 10, 2025 • 10
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model Paper • 2507.01953 • Published Jul 2, 2025 • 19
LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation Paper • 2508.03694 • Published Aug 5, 2025 • 53
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus Paper • 2510.03160 • Published Oct 3, 2025 • 4
DiverseAR: Boosting Diversity in Bitwise Autoregressive Image Generation Paper • 2512.02931 • Published Dec 2, 2025
LongVie 2: Multimodal Controllable Ultra-Long Video World Model Paper • 2512.13604 • Published Dec 15, 2025 • 76