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20242026
most citedCross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model

3 citations · 4 across the 8 of their papers we have counts for

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cs.CV2025★ 1 cited

Φeat: Physically Grounded Material Feature Representation

Giuseppe Vecchio, Adrien Kaiser, Claudia Cuttano +4

While foundation models have emerged as general-purpose visual backbones, their representations are primarily optimized for semantics and lack explicit modeling of physical factors…

cs.CV2025

SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation

Claudia Cuttano, Gabriele Trivigno, Giuseppe Averta +1

Few-shot segmentation aims to segment unseen object categories from just a handful of annotated examples. This requires mechanisms that can both identify semantically related objec…