Test Time Adaptation for Egocentric Vision. - Simone Alberto Peirone; Mirco Planamente; Barbara Caputo; Giuseppe Averta (Ital-IA, 2023)

EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction. - Amirshayan Nasirimajd; Simone Alberto Peirone; Chiara Plizzari; Barbara Caputo (CoRR, 2023)

A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives. - Simone Alberto Peirone; Francesca Pistilli; Antonio Alliegro; Giuseppe Averta (CVPR, 2024)

Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification. - Mirco Planamente; Chiara Plizzari; Simone Alberto Peirone; Barbara Caputo; Andrea Bottino (Int. J. Comput. Vis., 2024)

Domain generalization using action sequences for egocentric action recognition. - Amirshayan Nasirimajd; Chiara Plizzari; Simone Alberto Peirone; Marco Ciccone; Giuseppe Averta; Barbara Caputo (Pattern Recognit. Lett., 2025)

Egocentric zone-aware action recognition across environments. - Simone Alberto Peirone; Gabriele Goletto; Mirco Planamente; Andrea Bottino; Barbara Caputo; Giuseppe Averta (Pattern Recognit. Lett., 2025)

Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives. - Simone Alberto Peirone; Francesca Pistilli; Antonio Alliegro; Tatiana Tommasi; Giuseppe Averta (CoRR, 2025)

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos. - Simone Alberto Peirone; Francesca Pistilli; Giuseppe Averta (CoRR, 2025)

Learning reusable concepts across different egocentric video understanding tasks. - Simone Alberto Peirone; Francesca Pistilli; Antonio Alliegro; Tatiana Tommasi; Giuseppe Averta (CoRR, 2025)