Simon Kornblith
Impact in
- Cognitive Neuroscience top 2%
- Neural dynamics and brain function
- Memory and Neural Mechanisms
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- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
Papers in
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- Advanced Neural Network Applications 11
- Multimodal Machine Learning Applications 5
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- Domain Adaptation and Few-Shot Learning 10
- Adversarial Robustness in Machine Learning 3
- Co-authors
- Quoc V. Le (2 shared papers)Jonathon Shlens (1 shared paper)Earl K. Miller (3 shared papers)Christof Koch (4 shared papers)Florian Mormann (4 shared papers)Rodrigo Quian Quiroga (4 shared papers)Itzhak Fried (4 shared papers)Mohammad Norouzi (2 shared papers)
- Journals
- Neuron (3 papers)Proceedings of the National Academy of Sciences (2 papers)Journal of Neuroscience (1 paper)Current Opinion in Neurobiology (1 paper)Current Biology (1 paper)
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Simon Kornblith
30 papers receiving 2.7k citations
Simon Kornblith's Hit Papers
Peers
Comparison fields: 5 of 162
- Cognitive Neuroscience 796
- Computer Vision and Pattern Recognition 916
- Health Informatics 42
- Artificial Intelligence 1.1k
- Radiology, Nuclear Medicine and Imaging 383
Countries citing papers authored by Simon Kornblith
This map shows the geographic impact of Simon Kornblith's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Simon Kornblith with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Simon Kornblith more than expected).
Fields of papers citing papers by Simon Kornblith
This network shows the impact of papers produced by Simon Kornblith. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Simon Kornblith. The network helps show where Simon Kornblith may publish in the future.
Co-authors
The 25 scholars most cited alongside Simon Kornblith, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 31 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Do Better ImageNet Models Transfer Better? Hit paper breakdown → | 2019 | 762 |
| 2 | Big Self-Supervised Models Advance Medical Image Classification Hit paper breakdown → | 2021 | 390 |
| 3 | Robust fine-tuning of zero-shot models Hit paper breakdown → | 2022 | 262 |
| 4 | 2018 | 190 | |
| 5 | 2008 | 170 | |
| 6 | 2011 | 135 | |
| 7 | 2022 | 109 | |
| 8 | 2013 | 103 | |
| 9 | 2017 | 94 | |
| 10 | 2022 | 84 | |
| 11 | When does label smoothing help | 2019 | 74 |
| 12 | 2015 | 67 | |
| 13 | Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth | 2021 | 54 |
| 14 | 2023 | 54 | |
| 15 | 2017 | 36 | |
| 16 | 2021 | 32 | |
| 17 | 2023 | 29 | |
| 18 | 2014 | 25 | |
| 19 | 2022 | 23 | |
| 20 | 2017 | 14 |
About Simon Kornblith
Simon Kornblith is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Cognitive Neuroscience, Radiology, Nuclear Medicine and Imaging and Cellular and Molecular Neuroscience, having authored 31 papers that have together received 2.8k indexed citations. Recurring topics across this work include Advanced Neural Network Applications (11 papers), Neural dynamics and brain function (10 papers), Domain Adaptation and Few-Shot Learning (10 papers), Memory and Neural Mechanisms (6 papers), Visual perception and processing mechanisms (5 papers), Multimodal Machine Learning Applications (5 papers), Face Recognition and Perception (3 papers) and Adversarial Robustness in Machine Learning (3 papers). The work is most often cited by research in Cognitive Neuroscience (796 citations), Computer Vision and Pattern Recognition (916 citations), Health Informatics (42 citations), Artificial Intelligence (1.1k citations) and Radiology, Nuclear Medicine and Imaging (383 citations). Simon Kornblith has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Quoc V. Le, Jonathon Shlens, Earl K. Miller, Christof Koch, Florian Mormann, Rodrigo Quian Quiroga, Itzhak Fried, Mohammad Norouzi, Mikael Lundqvist and Alexander Kraskov. Their work appears in journals such as Neuron, Proceedings of the National Academy of Sciences, Journal of Neuroscience, Current Opinion in Neurobiology and Current Biology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.