Search Results for author: Sara Atito

Found 2 papers, 1 papers with code

MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning

no code implementations30 Nov 2021 Sara Atito, Muhammad Awais, Ammarah Farooq, ZhenHua Feng, Josef Kittler

In this aspect the proposed SSL frame-work MC-SSL0. 0 is a step towards Multi-Concept Self-Supervised Learning (MC-SSL) that goes beyond modelling single dominant label in an image to effectively utilise the information from all the concepts present in it.

Image Classification Self-Supervised Learning +1

SiT: Self-supervised vIsion Transformer

2 code implementations8 Apr 2021 Sara Atito, Muhammad Awais, Josef Kittler

We also observed that SiT is good for few shot learning and also showed that it is learning useful representation by simply training a linear classifier on top of the learned features from SiT.

Few-Shot Learning Self-Supervised Learning

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