From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published 27 days ago • 74
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Paper • 2605.12500 • Published May 12 • 194
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published Apr 6 • 237
FileGram: Grounding Agent Personalization in File-System Behavioral Traces Paper • 2604.04901 • Published Apr 6 • 40
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 141
From Passive Observer to Active Critic: Reinforcement Learning Elicits Process Reasoning for Robotic Manipulation Paper • 2603.15600 • Published Mar 16 • 7
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence Paper • 2602.08683 • Published Feb 9 • 52
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published Feb 9 • 28
daVinci-Dev: Agent-native Mid-training for Software Engineering Paper • 2601.18418 • Published Jan 26 • 126
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience Paper • 2601.15876 • Published Jan 22 • 92
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding Paper • 2512.19693 • Published Dec 22, 2025 • 68
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 40
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published Nov 25, 2025 • 188