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Simon Kornblith | Researchclopedia

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Simon Kornblith

Google (United States)ORCID

116

Works

15,168

Citations

34

h-index

51

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Advanced Neural Network Applications Neural dynamics and brain function

Affiliations

California Institute of Technology2008–2017

Google (United States)2019–2025

McGovern Institute for Brain Research2014–2014

Google DeepMind (United Kingdom)2023–2024

Moscow Institute of Thermal Technology2014–2016

Top Works

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen,Simon Kornblith,et al.

20207,316 citations

Multimodal Machine Learning Applications

Adversarial Robustness in Machine Learning

Do Better ImageNet Models Transfer Better?

Simon Kornblith,Jonathon Shlens,et al.

20191,228 citations

When Does Label Smoothing Help?

Rafael Rios Müller,Simon Kornblith,et al.

2019884 citations

Big Self-Supervised Models Advance Medical Image Classification

Shekoofeh Azizi,Basil Mustafa,et al.

2021578 citations

Big Self-Supervised Models are Strong Semi-Supervised Learners

Ting Chen,Simon Kornblith,et al.

2020476 citations

Similarity of Neural Network Representations Revisited

Simon Kornblith,Mohammad Norouzi,et al.

2019431 citations

Robust fine-tuning of zero-shot models

Mitchell Wortsman,Gabriel Ilharco,et al.

2022358 citations

Laminar recordings in frontal cortex suggest distinct layers for maintenance and control of working memory

André M. Bastos,Roman Loonis,et al.

2018337 citations

Towards Generalist Biomedical AI

Tao Tu,Shekoofeh Azizi,et al.

2024327 citations