The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation Paper • 2601.17737 • Published Jan 25 • 56
HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models Paper • 2512.09928 • Published Dec 10, 2025 • 14
Too Good to be Bad: On the Failure of LLMs to Role-Play Villains Paper • 2511.04962 • Published Nov 7, 2025 • 57
VLA^2: Empowering Vision-Language-Action Models with an Agentic Framework for Unseen Concept Manipulation Paper • 2510.14902 • Published Oct 16, 2025 • 17
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model Paper • 2510.12276 • Published Oct 14, 2025 • 149
VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators Paper • 2510.00406 • Published Oct 1, 2025 • 67
VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model Paper • 2509.09372 • Published Sep 11, 2025 • 254
