no code implementations • 11 Oct 2021 • Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Maya Zohar
A user may want to know where in the feature space observations are concentrated, and where it is sparse or empty.
no code implementations • 24 Feb 2021 • Daniel Neimark, Omri Bar, Maya Zohar, Gregory D. Hager, Dotan Asselmann
Such pre-training enables TSAN to learn workflow steps of a new laparoscopic procedure type from only a small number of labeled samples from the target procedure.
1 code implementation • 1 Feb 2021 • Daniel Neimark, Omri Bar, Maya Zohar, Dotan Asselmann
This paper presents VTN, a transformer-based framework for video recognition.
Ranked #15 on Action Classification on MiT (using extra training data)
no code implementations • MIDL 2019 • Maya Zohar, Omri Bar, Daniel Neimark, Gregory D. Hager, Dotan Asselmann
Training a deep model to detect out-of-body and non-relevant segments in surgical videos requires suitable labeling.