Search Results for author: David Osowiechi

Found 2 papers, 2 papers with code

TFS-ViT: Token-Level Feature Stylization for Domain Generalization

1 code implementation28 Mar 2023 Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo A. Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers

This paper presents a first Token-level Feature Stylization (TFS-ViT) approach for domain generalization, which improves the performance of ViTs to unseen data by synthesizing new domains.

Domain Generalization

TTTFlow: Unsupervised Test-Time Training with Normalizing Flow

1 code implementation20 Oct 2022 David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers

A major problem of deep neural networks for image classification is their vulnerability to domain changes at test-time.

Image Classification

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