Hy-Nomas: Towards Free-form Interactive World Generation Paper • 2610.36729 • Published 3 days ago • 126
Hy-Nomas: Towards Free-form Interactive World Generation Paper • 2610.36729 • Published 3 days ago • 126
SOAR: Source-Aware Reinforcement Learning with Precise Credit Assignment for Search Agents Paper • 2610.13157 • Published 21 days ago
AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework Paper • 2510.04206 • Published Oct 5, 2025 • 3
LaLa-World: Scaling Latent World Models with Natural Language Actions Paper • 2610.27851 • Published 9 days ago • 60
Speculative Forcing for Efficient Autoregressive Video Generation Paper • 2610.22347 • Published 15 days ago • 97
Learning Transferable World-Action Models from Task-Paired Human Videos Paper • 2610.14351 • Published 21 days ago • 12
Learning to See What You Need: Gaze Attention for Multimodal Large Language Models Paper • 2605.13080 • Published May 13
On-Policy Delta Distillation for Multilingual Math Reasoning Paper • 2608.05802 • Published Aug 6 • 31
Retrieve, Don't Retrain: Extending Vision Language Action Models to New Tasks at Test Time Paper • 2606.15631 • Published Jun 14 • 17
MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model Paper • 2602.06393 • Published Feb 6 • 5
What Defines Good Reasoning in LLMs? Dissecting Reasoning Steps with Multi-Aspect Evaluation Paper • 2510.20603 • Published Oct 23, 2025
WorldKV: Efficient World Memory with World Retrieval and Compression Paper • 2605.22718 • Published May 21 • 41
Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction Paper • 2601.17668 • Published Jan 25 • 8