引用次数
引用: 5,288
H-指数: 20
I10-指数 : 22
出版物: 40
Cloud Programming Simplified: A Berkeley View on Serverless Computing.
Eric Jonas , Johann Schleier-Smith , Vikram Sreekanti , Chia-che Tsai
arXiv: Operating Systems
485
2019
Do ImageNet Classifiers Generalize to ImageNet
Benjamin Recht , Vaishaal Shankar , Ludwig Schmidt , Rebecca Roelofs
arXiv: Computer Vision and Pattern Recognition
838
2019
Do Image Classifiers Generalize Across Time
Deva Ramanan , Vaishaal Shankar , Ludwig Schmidt , Rebecca Roelofs
arXiv: Learning
41
2019
Neural Kernels Without Tangents
Jonathan Ragan-Kelley , Benjamin Recht , Vaishaal Shankar , Ludwig Schmidt
arXiv: Learning
79
2020
Generalized Planetary Remote Sensing
Ian Wesley Bolliger , Solomon M Hsiang , Vaishaal Shankar , Tamma Carleton
AGU Fall Meeting 2019
2019
Evaluating Machine Accuracy on ImageNet
Benjamin Recht , Vaishaal Shankar , Ludwig Schmidt , Rebecca Roelofs
international conference on machine learning 1 8634 -8644
90
2020
Measuring Robustness to Natural Distribution Shifts in Image Classification
Nicholas Carlini , Benjamin Recht , Vaishaal Shankar , Ludwig Schmidt
arXiv: Learning
264
2020
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery
Benjamin Recht , Ian Bolliger , Solomon Hsiang , Vaishaal Shankar
National Bureau of Economic Research
25
2020
Serverless Straggler Mitigation using Error-Correcting Codes
Thomas Courtade , Vaishaal Shankar , Kannan Ramchandran , Vipul Gupta
international conference on distributed computing systems 135 -145
4
2020
Approximate Subgraph Isomorphism for Image Localization.
Vaishaal Shankar , Jordan Zhang , Jerry Chen , Christopher Dinh
electronic imaging 2016 ( 15) 1 -9
1
2016
A Modern Student Experience inSystems Programming
Vaishaal Shankar , David Culler
learning at scale 233 -236
2015
Reviewer Integration and Performance Measurement for Malware Detection
Brad Miller , Alex Kantchelian , Michael Carl Tschantz , Sadia Afroz
international conference on detection of intrusions and malware and vulnerability assessment 122 -141
30
2016
Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels
Alex Kantchelian , Michael Carl Tschantz , Sadia Afroz , Brad Miller
Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security 45 -56
121
2015
Flare Prediction Using Photospheric and Coronal Image Data
Eric Jonas , Monica Bobra , Vaishaal Shankar , J. Todd Hoeksema
Solar Physics 293 ( 3) 48
46
2018
Accuracy on the line: on the strong correlation between out-of-distribution and in-distribution generalization
John P Miller , Rohan Taori , Aditi Raghunathan , Shiori Sagawa
Smpte Journal 7721 -7735
98
2021
Predicting with confidence on unseen distributions
Devin Guillory , Vaishaal Shankar , Sayna Ebrahimi , Trevor Darrell
Smpte Journal 1134 -1144
34
2021
Data determines distributional robustness in contrastive language image pre-training (clip)
Alex Fang , Gabriel Ilharco , Mitchell Wortsman , Yuhao Wan
Smpte Journal 6216 -6234
21
2022
Self Supervision Does Not Help Natural Language Supervision at Scale
Floris Weers , Vaishaal Shankar , Angelos Katharopoulos , Yinfei Yang
arXiv preprint arXiv:2301.07836
2023
Scalable Pre-training of Large Autoregressive Image Models
Alaaeldin El-Nouby , Michal Klein , Shuangfei Zhai , Miguel Angel Bautista
arXiv preprint arXiv:2401.08541
12
2024
Robustness in multimodal learning under train-test modality mismatch
Brandon McKinzie , Vaishaal Shankar , Joseph Yitan Cheng , Yinfei Yang
International Conference on Machine Learning 24291 -24303
2
2023