Search Results for author: Ilke Cugu

Found 2 papers, 2 papers with code

Attention Consistency on Visual Corruptions for Single-Source Domain Generalization

1 code implementation27 Apr 2022 Ilke Cugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata

Generalizing visual recognition models trained on a single distribution to unseen input distributions (i. e. domains) requires making them robust to superfluous correlations in the training set.

Domain Generalization

A Deeper Look into Convolutions via Eigenvalue-based Pruning

1 code implementation4 Feb 2021 Ilke Cugu, Emre Akbas

Convolutional neural networks (CNNs) are able to attain better visual recognition performance than fully connected neural networks despite having much fewer parameters due to their parameter sharing principle.

Image Classification

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