The MONET dataset: Multimodal drone thermal dataset recorded in rural scenarios. - Luigi Riz; Andrea Caraffa; Matteo Bortolon; Mohamed Lamine Mekhalfi; Davide Boscaini; André Moura; José Antunes; André Dias; Hugo Silva 003; Andreas Leonidou; Christos Constantinides; Christos Keleshis; et al. (CVPR Workshops, 2023)

Novel Class Discovery for 3D Point Cloud Semantic Segmentation. - Luigi Riz; Cristiano Saltori; Elisa Ricci 001; Fabio Poiesi (CVPR, 2023)

Geometrically-Driven Aggregation for Zero-Shot 3D Point Cloud Understanding. - Guofeng Mei; Luigi Riz; Yiming Wang 002; Fabio Poiesi (CVPR, 2024)

[inline-graphic not available: see fulltext] rry Image Dataset Collected in Finnish Forests and Peatlands Using Drones. - Luigi Riz; Sergio Povoli; Andrea Caraffa; Davide Boscaini; Mohamed Lamine Mekhalfi; Paul Chippendale; Marjut Turtiainen; Birgitta Partanen; Laura Smith Ballester; Juan Fco. Blanes Noguera; Alessio Franchi; Elisa Castelli; et al. (ECCV Workshops (3), 2024)

Wild Berry image dataset collected in Finnish forests and peatlands using drones. - Luigi Riz; Sergio Povoli; Andrea Caraffa; Davide Boscaini; Mohamed Lamine Mekhalfi; Paul Chippendale; Marjut Turtiainen; Birgitta Partanen; Laura Smith Ballester; J. Francisco Blanes Noguera; Alessio Franchi; Elisa Castelli; et al. (CoRR, 2024)

Vocabulary-Free 3D Instance Segmentation with Vision and Language Assistant. - Guofeng Mei; Luigi Riz; Yiming Wang 002; Fabio Poiesi (CoRR, 2024)

PerLA: Perceptive 3D Language Assistant. - Guofeng Mei; Wei Lin; Luigi Riz; Yujiao Wu; Fabio Poiesi; Yiming Wang 002 (CVPR, 2025)

Novel Class Discovery Meets Foundation Models for 3D Semantic Segmentation. - Luigi Riz; Cristiano Saltori; Yiming Wang 002; Elisa Ricci 001; Fabio Poiesi (Int. J. Comput. Vis., 2025)

Self-Supervised and Generalizable Tokenization for CLIP-Based 3D Understanding. - Guofeng Mei; Bin Ren; Juan Liu 006; Luigi Riz; Xiaoshui Huang; Xu Zheng 002; Yongshun Gong; Ming-Hsuan Yang 001; Nicu Sebe; Fabio Poiesi (CoRR, 2025)