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 +1

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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