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Vaishaal Shankar
Vaishaal Shankar
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Title
Cited by
Cited by
Year
Do imagenet classifiers generalize to imagenet?
B Recht, R Roelofs, L Schmidt, V Shankar
International conference on machine learning, 5389-5400, 2019
1901*2019
Cloud programming simplified: A berkeley view on serverless computing
E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ...
arXiv preprint arXiv:1902.03383, 2019
7262019
Measuring robustness to natural distribution shifts in image classification
R Taori, A Dave, V Shankar, N Carlini, B Recht, L Schmidt
Advances in Neural Information Processing Systems 33, 18583-18599, 2020
5062020
Openclip, July 2021
G Ilharco, M Wortsman, R Wightman, C Gordon, N Carlini, R Taori, ...
If you use this software, please cite it as below 7, 0
325*
Accuracy on the line: on the strong correlation between out-of-distribution and in-distribution generalization
JP Miller, R Taori, A Raghunathan, S Sagawa, PW Koh, V Shankar, ...
International conference on machine learning, 7721-7735, 2021
2462021
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
1922019
Datacomp: In search of the next generation of multimodal datasets
SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ...
Advances in Neural Information Processing Systems 36, 2024
1712024
Numpywren: Serverless linear algebra
V Shankar, K Krauth, Q Pu, E Jonas, S Venkataraman, I Stoica, B Recht, ...
arXiv preprint arXiv:1810.09679, 2018
154*2018
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
1522020
Better malware ground truth: Techniques for weighting anti-virus vendor labels
A Kantchelian, MC Tschantz, S Afroz, B Miller, V Shankar, R Bachwani, ...
Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security …, 2015
1352015
Predicting with confidence on unseen distributions
D Guillory, V Shankar, S Ebrahimi, T Darrell, L Schmidt
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
1182021
Data determines distributional robustness in contrastive language image pre-training (clip)
A Fang, G Ilharco, M Wortsman, Y Wan, V Shankar, A Dave, L Schmidt
International Conference on Machine Learning, 6216-6234, 2022
1022022
Neural kernels without tangents
V Shankar, A Fang, W Guo, S Fridovich-Keil, J Ragan-Kelley, L Schmidt, ...
International conference on machine learning, 8614-8623, 2020
982020
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
96*2021
A generalizable and accessible approach to machine learning with global satellite imagery
E Rolf, J Proctor, T Carleton, I Bolliger, V Shankar, M Ishihara, B Recht, ...
Nature communications 12 (1), 4392, 2021
942021
Flare prediction using photospheric and coronal image data
E Jonas, M Bobra, V Shankar, J Todd Hoeksema, B Recht
Solar Physics 293 (3), 48, 2018
932018
Reviewer integration and performance measurement for malware detection
B Miller, A Kantchelian, MC Tschantz, S Afroz, R Bachwani, ...
Detection of Intrusions and Malware, and Vulnerability Assessment: 13th …, 2016
912016
Openclip, 2021
G Ilharco, M Wortsman, R Wightman, C Gordon, N Carlini, R Taori, ...
If you use this software, please cite it as below 3 (5), 0
74
Data filtering networks
A Fang, AM Jose, A Jain, L Schmidt, A Toshev, V Shankar
arXiv preprint arXiv:2309.17425, 2023
312023
Convolutional kitchen sinks for transcription factor binding site prediction
A Morrow, V Shankar, D Petersohn, A Joseph, B Recht, N Yosef
arXiv preprint arXiv:1706.00125, 2017
242017
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Articles 1–20