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Olivia Wiles

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Generative models improve fairness of medical classifiers under distribution shifts

Apr 18, 2023
Ira Ktena, Olivia Wiles, Isabela Albuquerque, Sylvestre-Alvise Rebuffi, Ryutaro Tanno, Abhijit Guha Roy, Shekoofeh Azizi, Danielle Belgrave, Pushmeet Kohli, Alan Karthikesalingam, Taylan Cemgil, Sven Gowal

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Differentially Private Diffusion Models Generate Useful Synthetic Images

Feb 27, 2023
Sahra Ghalebikesabi, Leonard Berrada, Sven Gowal, Ira Ktena, Robert Stanforth, Jamie Hayes, Soham De, Samuel L. Smith, Olivia Wiles, Borja Balle

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Compressed Vision for Efficient Video Understanding

Oct 06, 2022
Olivia Wiles, Joao Carreira, Iain Barr, Andrew Zisserman, Mateusz Malinowski

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Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning

Aug 18, 2022
Olivia Wiles, Isabela Albuquerque, Sven Gowal

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Data Augmentation Can Improve Robustness

Nov 09, 2021
Sylvestre-Alvise Rebuffi, Sven Gowal, Dan A. Calian, Florian Stimberg, Olivia Wiles, Timothy Mann

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A Fine-Grained Analysis on Distribution Shift

Oct 21, 2021
Olivia Wiles, Sven Gowal, Florian Stimberg, Sylvestre Alvise-Rebuffi, Ira Ktena, Krishnamurthy, Dvijotham, Taylan Cemgil

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Improving Robustness using Generated Data

Oct 18, 2021
Sven Gowal, Sylvestre-Alvise Rebuffi, Olivia Wiles, Florian Stimberg, Dan Andrei Calian, Timothy Mann

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A Closer Look at the Adversarial Robustness of Information Bottleneck Models

Jul 12, 2021
Iryna Korshunova, David Stutz, Alexander A. Alemi, Olivia Wiles, Sven Gowal

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Defending Against Image Corruptions Through Adversarial Augmentations

Apr 20, 2021
Dan A. Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, Andras Gyorgy, Timothy Mann, Sven Gowal

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