6 citations · 6 across the 1 of their papers we have counts for
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cs.CV2023
Self-Supervised Learning for Endoscopic Video Analysis
Roy Hirsch, Mathilde Caron, Regev Cohen +6
Self-supervised learning (SSL) has led to important breakthroughs in computer vision by allowing learning from large amounts of unlabeled data. As such, it might have a pivotal rol…
cs.CV2022★ 6 cited
Motion-Based Weak Supervision for Video Parsing with Application to Colonoscopy
Ori Kelner, Or Weinstein, Ehud Rivlin +1
We propose a two-stage unsupervised approach for parsing videos into phases. We use motion cues to divide the video into coarse segments. Noisy segment labels are then used to weak…