16 citations · 19 across the 3 of their papers we have counts for
4 papers · 1 filter
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization
Ilke Cugu, Massimiliano Mancini, Yanbei Chen +1
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…
A Deeper Look into Convolutions via Eigenvalue-based Pruning
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…
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Face Images
İlke Çuğu, Eren Şener, Emre Akbaş
This paper is aimed at creating extremely small and fast convolutional neural networks (CNN) for the problem of facial expression recognition (FER) from frontal face images. To thi…
Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations
İlke Çuğu, Eren Şener, Çağrı Erciyes +4
We propose a novel tree classification system called Treelogy, that fuses deep representations with hand-crafted features obtained from leaf images to perform leaf-based plant clas…