Articles with public access mandates - Rebecca RoelofsLearn more
Available somewhere: 8
Do imagenet classifiers generalize to imagenet?
B Recht, R Roelofs, L Schmidt, V Shankar
International conference on machine learning, 5389-5400, 2019
Mandates: US Department of Defense
The marginal value of adaptive gradient methods in machine learning
AC Wilson, R Roelofs, M Stern, N Srebro, B Recht
Advances in neural information processing systems 30, 2017
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
M Wortsman, G Ilharco, SY Gadre, R Roelofs, R Gontijo-Lopes, ...
International conference on machine learning, 23965-23998, 2022
Mandates: US National Science Foundation, US Department of Defense
Robust fine-tuning of zero-shot models
M Wortsman, G Ilharco, JW Kim, M Li, S Kornblith, R Roelofs, RG Lopes, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
Mandates: US National Science Foundation, US Department of Defense
A meta-analysis of overfitting in machine learning
R Roelofs, V Shankar, B Recht, S Fridovich-Keil, M Hardt, J Miller, ...
Advances in Neural Information Processing Systems 32, 2019
Mandates: US Department of Defense
Evaluating machine accuracy on imagenet
V Shankar, R Roelofs, H Mania, A Fang, B Recht, L Schmidt
International Conference on Machine Learning, 8634-8644, 2020
Mandates: US Department of Defense
Do image classifiers generalize across time?
V Shankar, A Dave, R Roelofs, D Ramanan, B Recht, L Schmidt
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
Mandates: US Department of Defense
Spectral bias in practice: The role of function frequency in generalization
S Fridovich-Keil, R Gontijo Lopes, R Roelofs
Advances in Neural Information Processing Systems 35, 7368-7382, 2022
Mandates: US National Science Foundation
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