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Papers
A Framework for Real-Time Surgical Phase Recognition with Application to Robot-Assisted Partial Nephrectomy
WACV 2026
A Stitch in Time: Learning Procedural Workflow via Self-Supervised Plackett-Luce Ranking
CVPR 2026
LEMON: A Large Endoscopic MONocular Dataset and Foundation Model for Perception in Surgical Settings
CVPR 2026
Towards Effective Surgical Representation Learning with DINO Models
MIDL 2026
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition
ICCV 2025
Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis
Interspeech 2024
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images
Interspeech 2023
SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition
ICCV 2023