Search Results for author: Gianluca Berardi

Found 2 papers, 1 papers with code

Fine-Tuned but Zero-Shot 3D Shape Sketch View Similarity and Retrieval

no code implementations14 Jun 2023 Gianluca Berardi, Yulia Gryaditskaya

We believe that our work will have a significant impact on research in the sketch domain, providing insights and guidance on how to adopt large pretrained models as perceptual losses.

Contrastive Learning Retrieval

Learning the Space of Deep Models

1 code implementation10 Jun 2022 Gianluca Berardi, Luca De Luigi, Samuele Salti, Luigi Di Stefano

In particular, we show that it is possible to use representation learning to learn a fixed-size, low-dimensional embedding space of trained deep models and that such space can be explored by interpolation or optimization to attain ready-to-use models.

Image Classification Representation Learning

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