White Flies and Black Aphids Detection in Field Vegetable Crops using Deep Learning. - Nikolaos Giakoumoglou; Eleftheria Maria Pechlivani; Nikolaos Katsoulas; Dimitrios Tzovaras (IPAS, 2022)

Towards Sustainable Farming: A Robust Decision Support System's Architecture for Agriculture 4.0. - Eleftheria Maria Pechlivani; Georgios Gkogkos; Nikolaos Giakoumoglou; Ioannis Hadjigeorgiou; Dimitrios Tzovaras (DSP, 2023)

A review on discriminative self-supervised learning methods. - Nikolaos Giakoumoglou; Tania Stathaki (CoRR, 2024)

Invariant Consistency for Knowledge Distillation. - Nikolaos Giakoumoglou; Tania Stathaki (CoRR, 2024)

Relational Representation Distillation. - Nikolaos Giakoumoglou; Tania Stathaki (CoRR, 2024)

SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations. - Nikolaos Giakoumoglou; Tania Stathaki (CoRR, 2024)

Cluster Contrast for Unsupervised Visual Representation Learning. - Nikolaos Giakoumoglou; Tania Stathaki (CoRR, 2025)