Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers Paper • 2512.17351 • Published 6 days ago • 20
Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing Paper • 2512.17909 • Published 6 days ago • 35
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows Paper • 2512.16969 • Published 7 days ago • 101
The World is Your Canvas: Painting Promptable Events with Reference Images, Trajectories, and Text Paper • 2512.16924 • Published 7 days ago • 24
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows Paper • 2512.05150 • Published 22 days ago • 74
OneThinker: All-in-one Reasoning Model for Image and Video Paper • 2512.03043 • Published 23 days ago • 32
Thinking with Programming Vision: Towards a Unified View for Thinking with Images Paper • 2512.03746 • Published 22 days ago • 15
SR-GRPO: Stable Rank as an Intrinsic Geometric Reward for Large Language Model Alignment Paper • 2512.02807 • Published 23 days ago • 7
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving Paper • 2502.00212 • Published Jan 31 • 3
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published 23 days ago • 50
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published 29 days ago • 108
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published 23 days ago • 231