Search Results for author: Maya Zohar

Found 4 papers, 1 papers with code

Density-based interpretable hypercube region partitioning for mixed numeric and categorical data

no code implementations11 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.

Causal Inference

"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition

no code implementations24 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.

BIG-bench Machine Learning Self-Supervised Learning +3

Video Transformer Network

1 code implementation1 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)

Action Classification Action Recognition In Videos +1

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