Daniel Neimark
3 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
MIDL (2)
MLHC (1)
Top co-authors
Keywords
semi-supervised learning
(1)
transfer learning
(1)
multi-instance learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
time-series analysis
(1)
laparoscopic surgery
(1)
surgical video
(1)
surgical step recognition
(1)
sequence sorting
(1)
surgical video analysis
(1)
segment detection
(1)
out-of-body detection
(1)
video anonymization
(1)
time-series adaptation network
(1)
workflow recognition
(1)
critical view of safety
(1)
laparoscopic cholecystectomy
(1)
Papers
A Multi Instance Learning Approach for Critical View of Safety Detection in Laparoscopic Cholecystectomy
MLHC 2022
โTrain one, Classify one, Teach oneโ - Cross-surgery transfer learning for surgical step recognition
MIDL 2021
Accurate Detection of Out of Body Segments in Surgical Video using Semi-Supervised Learning
MIDL 2020