EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos Paper • 2609.39378 • Published 5 days ago • 47
Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning Paper • 2609.35767 • Published 7 days ago • 49
UMM-Reflection Collection Learning Native Reflection in Unified Models: SFT and RL checkpoints of BAGEL-7B-MoT and the reflection-SFT data. • 3 items • Updated 7 days ago • 7
SenseNova-U1.5: Towards Native Unified Visual Intelligence Paper • 2609.11929 • Published 25 days ago • 277
Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System Paper • 2609.01607 • Published Sep 1 • 24
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Collection 23 items • Updated 28 days ago • 5
V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning Paper • 2608.25580 • Published Aug 26 • 16
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning Paper • 2608.26105 • Published Aug 26 • 192
AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling Paper • 2608.02602 • Published Aug 3 • 85
ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine Paper • 2607.28625 • Published Jul 30 • 47
Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence Paper • 2607.16401 • Published Jul 17 • 45
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published Jul 16 • 122
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published Jun 18 • 42
Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion Paper • 2606.15236 • Published Jun 16 • 22
NEO1_5 Collection From Pixels to Words -- Towards Native One-Vision Models at Scale • 3 items • Updated May 28 • 7
From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published May 27 • 75