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Simon Kornblith

Identifiers

  • name variant Simon Kornblith 0.60 · backfill

Papers (53)

  1. Objective drives the consistency of representational similarity across datasets cs.CV · 2024 · author #5
  2. When Does Perceptual Alignment Benefit Vision Representations? cs.CV · 2024 · author #6
  3. Aligning Machine and Human Visual Representations across Abstraction Levels cs.CV · 2024 · author #5
  4. Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability cs.CL · 2024 · author #31
  5. Neither hype nor gloom do DNNs justice cs.LG · 2023 · author #2
  6. Probing clustering in neural network representations cs.LG · 2023 · author #2
  7. Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5? cs.CL · 2023 · author #24
  8. Getting aligned on representational alignment q-bio.NC · 2023 · author #25
  9. Small-scale proxies for large-scale Transformer training instabilities cs.LG · 2023 · author #16
  10. Replacing softmax with ReLU in Vision Transformers cs.CV · 2023 · author #4
  11. OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models cs.CV · 2023 · author #12
  12. Guiding Image Captioning Models Toward More Specific Captions cs.CV · 2023 · author #1
  13. Towards Generalist Biomedical AI cs.CL · 2023 · author #14
  14. Improving neural network representations using human similarity judgments cs.CV · 2023 · author #7
  15. Synthetic Data from Diffusion Models Improves ImageNet Classification cs.CV · 2023 · author #2
  16. Does progress on ImageNet transfer to real-world datasets? cs.CV · 2023 · author #2
  17. FlexiViT: One Model for All Patch Sizes cs.CV · 2022 · author #5
  18. On the Relationship Between Explanation and Prediction: A Causal View cs.LG · 2022 · author #3
  19. Hyperbolic Contrastive Learning for Visual Representations beyond Objects cs.CV · 2022 · author #3
  20. Human alignment of neural network representations cs.CV · 2022 · author #5
  21. Gaussian-Bernoulli RBMs Without Tears cs.LG · 2022 · author #2
  22. Improving Dense Contrastive Learning with Dense Negative Pairs cs.CV · 2022 · author #3
  23. Scaling Forward Gradient With Local Losses cs.LG · 2022 · author #2
  24. Patching open-vocabulary models by interpolating weights cs.CV · 2022 · author #6
  25. A Study on Self-Supervised Object Detection Pretraining cs.CV · 2022 · author #2
  26. Interpretability of artificial neural network models in artificial Intelligence vs. neuroscience q-bio.NC · 2022 · author #2
  27. Decoder Denoising Pretraining for Semantic Segmentation cs.CV · 2022 · author #2
  28. Robust and Efficient Medical Imaging with Self-Supervision cs.CV · 2022 · author #6
  29. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time cs.LG · 2022 · author #10
  30. On the Origins of the Block Structure Phenomenon in Neural Network Representations cs.LG · 2022 · author #3
  31. Meta-Learning to Improve Pre-Training cs.LG · 2021 · author #3
  32. Generalized Shape Metrics on Neural Representations stat.ML · 2021 · author #3
  33. Robust fine-tuning of zero-shot models cs.CV · 2021 · author #5
  34. Do Vision Transformers See Like Convolutional Neural Networks? cs.CV · 2021 · author #3
  35. Big Self-Supervised Models Advance Medical Image Classification eess.IV · 2021 · author #9
  36. Boosting Contrastive Self-Supervised Learning with False Negative Cancellation cs.CV · 2020 · author #2
  37. Teaching with Commentaries cs.LG · 2020 · author #3
  38. Why Do Better Loss Functions Lead to Less Transferable Features? cs.CV · 2020 · author #1
  39. Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth cs.LG · 2020 · author #3
  40. Big Self-Supervised Models are Strong Semi-Supervised Learners cs.LG · 2020 · author #2
  41. A Simple Framework for Contrastive Learning of Visual Representations cs.LG · 2020 · author #2
  42. Generalised Lipschitz Regularisation Equals Distributional Robustness cs.LG · 2020 · author #5
  43. Subclass Distillation cs.LG · 2020 · author #2
  44. Revisiting Spatial Invariance with Low-Rank Local Connectivity cs.CV · 2020 · author #4
  45. The Origins and Prevalence of Texture Bias in Convolutional Neural Networks cs.CV · 2019 · author #3
  46. Saccader: Improving Accuracy of Hard Attention Models for Vision cs.CV · 2019 · author #2
  47. When Does Label Smoothing Help? cs.LG · 2019 · author #2
  48. Cerberus: A Multi-headed Derenderer cs.CV · 2019 · author #2
  49. Similarity of Neural Network Representations Revisited cs.LG · 2019 · author #1
  50. MIST: Multiple Instance Spatial Transformer Network cs.CV · 2018 · author #3
  51. Domain Adaptive Transfer Learning with Specialist Models cs.CV · 2018 · author #4
  52. Lipschitz Networks and Distributional Robustness stat.ML · 2018 · author #2
  53. Do Better ImageNet Models Transfer Better? cs.CV · 2018 · author #1

Mentions

  • 2409.06509 #5 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2411.05561 #5 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2211.01201 #5 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2310.13018 #25 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2410.10817 #6 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2408.07852 #31 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2206.03951 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2312.05355 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2311.07587 #24 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2311.07864 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2309.14322 #16 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2309.08586 #4 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2306.04507 #7 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2308.01390 #12 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2307.16686 #1 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2307.14334 #14 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2212.06925 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2304.08466 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2212.08013 #5 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2210.03310 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2301.04644 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2210.05063 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2212.00653 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2210.10318 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2208.05592 #6 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2207.04186 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2205.09723 #6 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2203.05482 #10 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2109.01903 #5 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2205.11423 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2108.08810 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2202.07184 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2110.14739 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2011.11765 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2010.16402 #1 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2111.01754 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2010.15327 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2101.05224 #9 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2011.03037 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1811.10725 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1911.09071 #3 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2006.10029 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2002.02959 #4 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2002.05709 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2002.03936 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1906.02629 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 2002.04197 #5 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1908.07644 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1905.00414 #1 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1805.08974 #1 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1905.11940 #2 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1811.07056 #4 · arxiv_oai · confidence 0.70 Simon Kornblith
  • 1809.01129 #2 · arxiv_oai · confidence 0.70 Simon Kornblith

Frequent Coauthors