MMFormalizer: Multimodal Autoformalization in the Wild Paper • 2601.03017 • Published 21 days ago • 104
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 19 days ago • 208
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published 29 days ago • 18
DiRL: An Efficient Post-Training Framework for Diffusion Language Models Paper • 2512.22234 • Published Dec 23, 2025 • 20
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published Dec 18, 2025 • 94
InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models Paper • 2512.08829 • Published Dec 9, 2025 • 20
StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation Paper • 2512.09363 • Published Dec 10, 2025 • 72
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 120
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 253
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Paper • 2511.22570 • Published Nov 27, 2025 • 89
TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval Paper • 2511.16528 • Published Nov 20, 2025 • 23
Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs Paper • 2511.16664 • Published Nov 20, 2025 • 27
AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery Paper • 2511.11257 • Published Nov 14, 2025 • 25
PAN: A World Model for General, Interactable, and Long-Horizon World Simulation Paper • 2511.09057 • Published Nov 12, 2025 • 79
One Small Step in Latent, One Giant Leap for Pixels: Fast Latent Upscale Adapter for Your Diffusion Models Paper • 2511.10629 • Published Nov 13, 2025 • 127