Kornblith Simon

Picower Center for Learning and Memory at MIT, Cambridge, MA 02139, United States.

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Papers18 papers

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Big Self-Supervised Models are Strong Semi-Supervised Learners

Ting Chen,Simon Kornblith,Kevin Swersky, Mohammad Norouzi,Geoffrey Hinton

Bibtex

A Simple Framework for Contrastive Learning of Visual Representations

Chen Ting,Kornblith Simon,Norouzi Mohammad,Hinton Geoffrey

ICML 2020, (2020)

Bibtex

Generalised Lipschitz Regularisation Equals Distributional Robustness

Cranko Zac, Shi Zhan, Zhang Xinhua,Nock Richard,Kornblith Simon

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Subclass Distillation

Müller Rafael,Kornblith Simon,Hinton Geoffrey

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Revisiting Spatial Invariance with Low-Rank Local Connectivity

Elsayed Gamaleldin F., Ramachandran Prajit, Shlens Jonathon,Kornblith Simon

ICML 2020, (2020)

Bibtex

Saccader: Improving Accuracy of Hard Attention Models for Vision

Gamaleldin F. Elsayed,Simon Kornblith,Quoc V. Le

2990859148, pp.700-712, (2019)

Cited by8EIBibtex

Cerberus: A Multi-headed Derenderer

Boyang Deng,Simon Kornblith,Geoffrey E. Hinton

arXiv: Computer Vision and Pattern Recognition, (2019)

EIBibtex

When Does Label Smoothing Help

Rafael Müller,Simon Kornblith,Geoffrey E. Hinton

NeurIPS, (2019): 4696-4705

Cited by75EIBibtex

Do Better ImageNet Models Transfer Better

Simon Kornblith,Jonathon Shlens,Quoc V. Le

computer vision and pattern recognition, (2019)

Cited by203EIBibtex

Simon Kornblith,Mohammad Norouzi,Honglak Lee,Geoffrey Hinton

arXiv: Learning, (2019)

EIBibtex

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

André M Bastos, Roman Loonis,Simon Kornblith, Mikael Lundqvist,Earl K Miller

Proceedings of the National Academy of Sciences of the United States of America, (2018)

Cited by13WOSBibtex

Domain Adaptive Transfer Learning with Specialist Models

Jiquan Ngiam, Daiyi Peng,Vijay Vasudevan,Simon Kornblith,Quoc V. Le,Ruoming Pang

arXiv: Computer Vision and Pattern Recognition, (2018)

Cited by24EIBibtex

Lipschitz Networks and Distributional Robustness

Zac Cranko,Simon Kornblith, Zhan Shi,Richard Nock

arXiv: Machine Learning, (2018)

EIBibtex

Persistent Single-Neuron Activity during Working Memory in the Human Medial Temporal Lobe

Simon Kornblith,Rodrigo Quian Quiroga,Christof Koch,Itzhak Fried,Florian Mormann

Current biology : CB, no. 7 (2017): 1026-1032

Cited by12WOSBibtex

How thoughts arise from sights: inferotemporal and prefrontal contributions to vision

Simon Kornblith,Doris Y Tsao

Current opinion in neurobiology, (2017): 208-218

Cited by3WOSBibtex

Scene-selective coding by single neurons in the human parahippocampal cortex

Florian Mormann,Simon Kornblith,Moran Cerf,Matias J. Ison,Alexander Kraskov, Michelle Tran, Simeon Knieling,Rodrigo Quian Quiroga,Christof Koch,Itzhak Fried

Proceedings of the National Academy of Sciences of the United States of America, no. 5 (2017): 1153-1158

Cited by4WOSBibtex

Stimulus Load and Oscillatory Activity in Higher Cortex

Simon Kornblith,Timothy J Buschman,Earl K Miller

Cerebral cortex (New York, N.Y. : 1991), no. 9 (2015)

Cited by24WOSBibtex

Custom-fit radiolucent cranial implants for neurophysiological recording and stimulation

Grant H Mulliken,Narcisse P Bichot,Azriel Ghadooshahy,Jitendra Sharma,Simon Kornblith,Michael Philcock,Robert Desimone

Journal of neuroscience methods, (2015): 146-154

Cited by5WOSBibtex

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