Search Results for author: Gabriele Rosi

Found 3 papers, 1 papers with code

What does CLIP know about peeling a banana?

no code implementations18 Apr 2024 Claudia Cuttano, Gabriele Rosi, Gabriele Trivigno, Giuseppe Averta

Humans show an innate capability to identify tools to support specific actions.

The revenge of BiSeNet: Efficient Multi-Task Image Segmentation

no code implementations15 Apr 2024 Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli

Recent advancements in image segmentation have focused on enhancing the efficiency of the models to meet the demands of real-time applications, especially on edge devices.

Image Segmentation Panoptic Segmentation +1

PEM: Prototype-based Efficient MaskFormer for Image Segmentation

1 code implementation29 Feb 2024 Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli

To fill this gap, we propose Prototype-based Efficient MaskFormer (PEM), an efficient transformer-based architecture that can operate in multiple segmentation tasks.

Image Segmentation Panoptic Segmentation +1

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