A CLIP-based encoder with RL residual refinement and curriculum learning reaches 81% mIoU on EndoVis 2018 and 74.12% on EndoVis 2017 surgical segmentation.
Impact of minimally invasive surgery on immune function and stress response in gastric cancer patients,
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CLIP-RL: Surgical Scene Segmentation Using Contrastive Language-Vision Pretraining & Reinforcement Learning
A CLIP-based encoder with RL residual refinement and curriculum learning reaches 81% mIoU on EndoVis 2018 and 74.12% on EndoVis 2017 surgical segmentation.