Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing. - Ioannis Kakogeorgiou; Konstantinos Karantzalos (Int. J. Appl. Earth Obs. Geoinformation, 2021)

What to Hide from Your Students: Attention-Guided Masked Image Modeling. - Ioannis Kakogeorgiou; Spyros Gidaris; Bill Psomas; Yannis Avrithis; Andrei Bursuc; Konstantinos Karantzalos; Nikos Komodakis (ECCV (30), 2022)

Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? - Bill Psomas; Ioannis Kakogeorgiou; Konstantinos Karantzalos; Yannis Avrithis (ICCV, 2023)

SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. - Ioannis Kakogeorgiou; Spyros Gidaris; Konstantinos Karantzalos; Nikos Komodakis (CVPR, 2024)

A Comparative Study on Sentinel-2 Cloud Detection Algorithms in Marine Environments. - Ioannis Kakogeorgiou; Paraskevi Mikeli; Katerina Kikaki; Emmanouela Prassou; Konstantinos Karantzalos (IGARSS, 2024)

Composed Image Retrieval for Remote Sensing. - Bill Psomas; Ioannis Kakogeorgiou; Nikos Efthymiadis; Giorgos Tolias; Ondrej Chum; Yannis Avrithis; Konstantinos Karantzalos (IGARSS, 2024)

DINO-Foresight: Looking into the Future with DINO. - Efstathios Karypidis; Ioannis Kakogeorgiou; Spyros Gidaris; Nikos Komodakis (CoRR, 2024)

Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers. - Efstathios Karypidis; Ioannis Kakogeorgiou; Spyros Gidaris; Nikos Komodakis (CVPR, 2025)

Edge SpAIce: Deep Learning Deployment Pipeline for Onboard Data Reduction on Satellite FPGAs. - Noemi D'Abbondanza; Stylianos Tzelepis; Nicolò Ghielmetti; Ioannis Kakogeorgiou; Vanya Buchova; Konstantinos Karantzalos; Katerina Kikaki; Nicolas-Marcel Lemoine; Maurizio Pierini; Sioni Summers; Simon Vellas; François de Vieilleville; et al. (IPDPS (Workshops), 2025)

EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling. - Theodoros Kouzelis; Ioannis Kakogeorgiou; Spyros Gidaris; Nikos Komodakis (CoRR, 2025)

Boosting Generative Image Modeling via Joint Image-Feature Synthesis. - Theodoros Kouzelis; Efstathios Karypidis; Ioannis Kakogeorgiou; Spyros Gidaris; Nikos Komodakis (CoRR, 2025)

Attention, Please! Revisiting Attentive Probing for Masked Image Modeling. - Bill Psomas; Dionysis Christopoulos; Eirini Baltzi; Ioannis Kakogeorgiou; Tilemachos Aravanis; Nikos Komodakis; Konstantinos Karantzalos; Yannis Avrithis; Giorgos Tolias (CoRR, 2025)