Simon Kornblith - Concepedia

Author

Simon Kornblith

Also Known As

Avik Sengupta, Bauman, Matt, Dahua Lin, Kornblith, Simon, Marjieh, Raja, Nesje, Ivar, S. Kornblith, Simon Kornblith, White, John Myles

116

Publications

15.1K

Citations

H-Index

100

Concepts

All Affiliations

Google (United States)Massachusetts Institute of Technology California Institute of Technology Tel Aviv University University of Leicester

About

Simon Kornblith is an author at Google (United States) specializing in engineering, deep learning, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	26	34	13.2K
2	Social Sciences	14	15	1.9K
3	Health Sciences	3	3	805
4	Medicine	3	3	597
5	Biomedical Engineering	1	1	36

Simon Kornblith

Publications

14.6K

Citations

H-Index

Page 1

	Year	Citations
A Simple Framework for Contrastive Learning of Visual Representations Ting Chen, Simon Kornblith, Mohammad Norouzi, arXiv (Cornell University) Early VisionConvolutional Neural NetworkMachine VisionMachine LearningData Science	2020	7.3K
Do Better ImageNet Models Transfer Better? Simon Kornblith, Jonathon Shlens, Quoc V. Le Few-shot LearningConvolutional Neural NetworkImage ClassificationMachine VisionImage Analysis	2019	1.2K
When Does Label Smoothing Help? Rafael Rios Müller, Simon Kornblith, Geoffrey E. Hinton arXiv (Cornell University) Few-shot LearningNeural Scaling LawEngineeringMachine LearningData Science	2019	883
Big Self-Supervised Models Advance Medical Image Classification Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Few-shot LearningMultiple Instance LearningX-ray ClassificationMachine LearningEngineering	2021	566
Big Self-Supervised Models are Strong Semi-Supervised Learners Ting Chen, Simon Kornblith, Kevin Swersky, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning	2020	476
Similarity of Neural Network Representations Revisited Simon Kornblith, Mohammad Norouzi, Honglak Lee, arXiv (Cornell University) EngineeringMachine LearningSimilarity MeasureSocial SciencesImage Analysis	2019	430
Robust fine-tuning of zero-shot models Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningImage Analysis	2022	353
Laminar recordings in frontal cortex suggest distinct layers for maintenance and control of working memory André M. Bastos, Roman Loonis, Simon Kornblith, Proceedings of the National Academy of Sciences NeuropsychologyBrain FunctionDevelopmental Cognitive NeuroscienceLaminar SpecificityLaminar Recordings	2018	336
When does label smoothing help Rafael Rios Müller, Simon Kornblith, Geoffrey E. Hinton Neural Information Processing Systems Few-shot LearningEngineeringMachine LearningData ScienceMeasurement	2019	243
Latency and Selectivity of Single Neurons Indicate Hierarchical Processing in the Human Medial Temporal Lobe Florian Mormann, Simon Kornblith, Rodrigo Quian Quiroga, Journal of Neuroscience Developmental Cognitive NeuroscienceBrain MechanismBrain OrganizationAttentionSocial Sciences	2008	225

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