Detecting Adversarial Examples in Convolutional Neural Networks. - Stefanos Pertigkiozoglou; Petros Maragos (CoRR, 2018)

SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space. - Evangelos Chatzipantazis; Stefanos Pertigkiozoglou; Edgar Dobriban; Kostas Daniilidis (ICLR, 2023)

Learning Augmentation Distributions using Transformed Risk Minimization. - Evangelos Chatzipantazis; Stefanos Pertigkiozoglou; Kostas Daniilidis; Edgar Dobriban (Trans. Mach. Learn. Res., 2023)

Improving Equivariant Model Training via Constraint Relaxation. - Stefanos Pertigkiozoglou; Evangelos Chatzipantazis; Shubhendu Trivedi; Kostas Daniilidis (NeurIPS, 2024)

BiEquiFormer: Bi-Equivariant Representations for Global Point Cloud Registration. - Stefanos Pertigkiozoglou; Evangelos Chatzipantazis; Kostas Daniilidis (CoRR, 2024)

Symmetries-enhanced Multi-Agent Reinforcement Learning. - Nikolaos Bousias; Stefanos Pertigkiozoglou; Kostas Daniilidis; George J. Pappas (L4DC, 2025)