Gabriele Rosi — accepted AI-conference papers

2025

SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation

Claudia Cuttano, Gabriele Trivigno, Gabriele Rosi, Carlo Masone, Giuseppe Averta

CVPR 2025highlight

Referring Video Object Segmentation (RVOS) relies on natural language expressions to segment an object in a video clip. Existing methods restrict reasoning either to independent short clips, losing global context, or process the entire video offline, impairing their application in a streaming fashio…

Cited by 3 Source ↗PDF ↗code ↗Scholar ↗

2024

PEM: Prototype-based Efficient MaskFormer for Image Segmentation

Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta +1

CVPR 2024poster

Recent transformer-based architectures have shown impressive results in the field of image segmentation. Thanks to their flexibility they obtain outstanding performance in multiple segmentation tasks such as semantic and panoptic under a single unified framework. To achieve such impressive performan…

Cited by 28 Source ↗PDF ↗code ↗Scholar ↗