Simon Kornblith

Best Publications

• A Simple Framework for Contrastive Learning of Visual Representations

  Ting Chen;Simon Kornblith;Mohammad Norouzi;Geoffrey Hinton

  6939
  Citations

• Do Better ImageNet Models Transfer Better

  Simon Kornblith;Jonathon Shlens;Quoc V. Le

  1455
  Citations

• When does label smoothing help

  Rafael Rios Müller;Simon Kornblith;Geoffrey Hinton

  1059
  Citations

• When Does Label Smoothing Help

  Rafael Müller;Simon Kornblith;Geoffrey Hinton

  776
  Citations

• Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

  Unknown

  553
  Citations

• Similarity of Neural Network Representations Revisited

  Simon Kornblith;Mohammad Norouzi;Honglak Lee;Geoffrey E. Hinton

  551
  Citations

• Big Self-Supervised Models Advance Medical Image Classification

  Shekoofeh Azizi;Basil Mustafa;Fiona Ryan;Zachary Beaver

  535
  Citations

• Big Self-Supervised Models Advance Medical Image Classification

  Shekoofeh Azizi;Basil Mustafa;Fiona Ryan;Zachary Beaver

  535
  Citations

• Big Self-Supervised Models are Strong Semi-Supervised Learners

  Ting Chen;Simon Kornblith;Kevin Swersky;Mohammad Norouzi

  506
  Citations

• Robust fine-tuning of zero-shot models

  Mitchell Wortsman;Gabriel Ilharco;Mike Li;Jong Wook Kim

  341
  Citations

• Synthetic Data from Diffusion Models Improves ImageNet Classification

  Unknown

  169
  Citations

• The Origins and Prevalence of Texture Bias in Convolutional Neural Networks

  Unknown

  156
  Citations

• Denoising Pretraining for Semantic Segmentation

  Unknown

  153
  Citations

• Similarity of Neural Network Representations Revisited

  Simon Kornblith;Mohammad Norouzi;Honglak Lee;Geoffrey Hinton

  151
  Citations

• Boosting Contrastive Self-Supervised Learning with False Negative Cancellation.

  Tri Huynh;Simon Kornblith;Matthew R. Walter;Michael Maire

  147
  Citations

• A Network for Scene Processing in the Macaque Temporal Lobe

  Simon Kornblith;Xueqi Cheng;Shay Ohayon;Doris Y. Tsao

  142
  Citations

• Domain Adaptive Transfer Learning with Specialist Models.

  Jiquan Ngiam;Daiyi Peng;Vijay Vasudevan;Simon Kornblith

  123
  Citations

• Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth

  Unknown

  113
  Citations

• The Origins and Prevalence of Texture Bias in Convolutional Neural Networks

  Unknown

  111
  Citations

• Do Vision Transformers See Like Convolutional Neural Networks

  Maithra Raghu;Thomas Unterthiner;Simon Kornblith;Chiyuan Zhang

  110
  Citations