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Not Just Pretty Pictures: Text-to-Image Generators Enable Interpretable Interventions for Robust Representations


Dec 21, 2022
Jianhao Yuan, Francesco Pinto, Adam Davies, Aarushi Gupta, Philip Torr

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An Impartial Take to the CNN vs Transformer Robustness Contest


Jul 22, 2022
Francesco Pinto, Philip H. S. Torr, Puneet K. Dokania

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* ECCV 2022 

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Sample-dependent Adaptive Temperature Scaling for Improved Calibration


Jul 22, 2022
Tom Joy, Francesco Pinto, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania

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RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness


Jun 29, 2022
Francesco Pinto, Harry Yang, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania

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* 22 pages, 18 figures 

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Towards Automated Satellite Conjunction Management with Bayesian Deep Learning


Dec 23, 2020
Francesco Pinto, Giacomo Acciarini, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atılım Güneş Baydin

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* 7 pages, 2 figures 

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Spacecraft Collision Risk Assessment with Probabilistic Programming


Dec 18, 2020
Giacomo Acciarini, Francesco Pinto, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atılım Güneş Baydin

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* 8 pages, 2 figures 

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