Search Results for author: Yann Lifchitz

Found 3 papers, 0 papers with code

Local Propagation for Few-Shot Learning

no code implementations5 Jan 2021 Yann Lifchitz, Yannis Avrithis, Sylvaine Picard

The challenge in few-shot learning is that available data is not enough to capture the underlying distribution.

Few-Shot Learning

Few-Shot Few-Shot Learning and the role of Spatial Attention

no code implementations18 Feb 2020 Yann Lifchitz, Yannis Avrithis, Sylvaine Picard

This motivates us to study a problem where the representation is obtained from a classifier pre-trained on a large-scale dataset of a different domain, assuming no access to its training process, while the base class data are limited to few examples per class and their role is to adapt the representation to the domain at hand rather than learn from scratch.

Few-Shot Learning

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