Beyond Masks and Trajectories: Flow-Guided Latent Action Injection for Stable Surgical Video Generation
cs.CV
Submitted: 2026-10-07
Updated: 2026-10-07
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- SurgAtlas: A Large-Scale Surgical Video-Language Dataset with 2,391 Hours of Open and Minimally Invasive Surgery
- How Far Are Surgeons from Surgical World Models? A Pilot Study on Zero-shot Surgical Video Generation with Expert Assessment
- SurGen: Text-Guided Diffusion Model for Surgical Video Generation
- Cosmos-H-Surgical: Learning Surgical Robot Policies from Videos via World Modeling
- VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet
- YOLO Evolution: A Comprehensive Benchmark and Architectural Review of YOLOv12, YOLO11, and Their Previous Versions
- From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
- LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning
- Towards Accurate Generative Models of Video: A New Metric & Challenges
- Wan: Open and Advanced Large-Scale Video Generative Models
- HunyuanVideo 1.5 Technical Report
- Generalized Recognition of Basic Surgical Actions Enables Skill Assessment and Vision-Language-Model-based Surgical Planning
- See in Depth: Training-Free Surgical Scene Segmentation with Monocular Depth Priors
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