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cs.CV2021★ 5 cited
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition
Daniel Neimark, Omri Bar, Maya Zohar +2
Prior work demonstrated the ability of machine learning to automatically recognize surgical workflow steps from videos. However, these studies focused on only a single type of proc…
cs.CV2021
Video Transformer Network
Daniel Neimark, Omri Bar, Maya Zohar +1
This paper presents VTN, a transformer-based framework for video recognition. Inspired by recent developments in vision transformers, we ditch the standard approach in video action…