1. Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits. (September 2020) Authors: Passalis, Nikolaos; Raitoharju, Jenni; Tefas, Anastasios; Gabbouj, Moncef Journal: Pattern recognition Issue: Volume 105(2020:Sep.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization. (October 2020) Authors: Tzelepi, Maria; Tefas, Anastasios Journal: Pattern recognition Issue: Volume 106(2020:Oct.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Initializing photonic feed-forward neural networks using auxiliary tasks. (September 2020) Authors: Passalis, Nikolaos; Mourgias-Alexandris, George; Pleros, Nikos; Tefas, Anastasios Journal: Neural networks Issue: Volume 129(2020) Page Start: 103 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. K-Anonymity inspired adversarial attack and multiple one-class classification defense. (April 2020) Authors: Mygdalis, Vasileios; Tefas, Anastasios; Pitas, Ioannis Journal: Neural networks Issue: Volume 124(2020) Page Start: 296 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Recurrent bag-of-features for visual information analysis. (October 2020) Authors: Krestenitis, Marios; Passalis, Nikolaos; Iosifidis, Alexandros; Gabbouj, Moncef; Tefas, Anastasios Journal: Pattern recognition Issue: Volume 106(2020:Oct.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗