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Language Model Tokenizers Introduce Unfairness Between Languages

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Alexander Petrov, Emanuele La Malfa, Philip H. S. Torr, Adel Bibi

Language Model Tokenizers Introduce Unfairness Between Languages

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

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Hasan Abed Al Kader Hammoud, Ameya Prabhu, Ser-Nam Lim, Philip H. S. Torr, Adel Bibi, Bernard Ghanem

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

Certifying Ensembles: A General Certification Theory with S-Lipschitzness

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Aleksandar Petrov, Francisco Eiras, Amartya Sanyal, Philip H.S. Torr, Adel Bibi

Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs

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Hasan Abed Al Kader Hammoud, Adel Bibi, Philip H.S. Torr, Bernard Ghanem

Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs

Real-Time Evaluation in Online Continual Learning: A New Hope

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Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem

Computationally Budgeted Continual Learning: What Does Matter?

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Ameya Prabhu, Hasan Abed Al Kader Hammoud, Puneet Dokania, Philip H.S. Torr, Ser-Nam Lim, Bernard Ghanem, Adel Bibi

Computationally Budgeted Continual Learning: What Does Matter?

RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing

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Taras Rumezhak, Francisco Eiras, Philip H. S. Torr, Adel Bibi

RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing

Make Some Noise: Reliable and Efficient Single-Step Adversarial Training

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Pau de Jorge, Adel Bibi, Riccardo Volpi, Amartya Sanyal, Philip H. S. Torr, Gregory Rogéz, Puneet K. Dokania

Data Dependent Randomized Smoothing

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Motasem Alfarra, Adel Bibi, Philip H.S. Torr, Bernard Ghanem

Data Dependent Randomized Smoothing

DeformRS: Certifying Input Deformations with Randomized Smoothing

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Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H.S. Torr, Bernard Ghanem

DeformRS: Certifying Input Deformations with Randomized Smoothing