Search Results for author: Mamatha Thota

Found 3 papers, 0 papers with code

LLEDA -- Lifelong Self-Supervised Domain Adaptation

no code implementations12 Nov 2022 Mamatha Thota, Dewei Yi, Georgios Leontidis

Humans and animals have the ability to continuously learn new information over their lifetime without losing previously acquired knowledge.

Domain Adaptation Hippocampus +2

Contrastive Domain Adaptation

no code implementations26 Mar 2021 Mamatha Thota, Georgios Leontidis

Recently, contrastive self-supervised learning has become a key component for learning visual representations across many computer vision tasks and benchmarks.

Contrastive Learning Domain Adaptation +1

Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging

no code implementations28 Jan 2020 Mamatha Thota, Stefanos Kollias, Mark Swainson, Georgios Leontidis

The presence and accuracy of such information is critical to ensure a detailed understanding of the product and to reduce the potential for health risks.

Domain Adaptation

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