Derya Cansever

Works (1)

Updated: April 5th, 2024 15:50

2022 article

REFINING SELF-SUPERVISED LEARNING IN IMAGING: BEYOND LINEAR METRIC

2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, pp. 76–80.

By: B. Jiang n, H. Krim n , T. Wu n  & D. Cansever*

author keywords: Self-Supervised learning; Contrastive Learning; Jaccard Index; Non-linearity
topics (OpenAlex): Domain Adaptation and Few-Shot Learning; Remote-Sensing Image Classification; Advanced Image and Video Retrieval Techniques
TL;DR: A new statistical perspective is introduced, exploiting the Jaccard similarity metric, as a measure-based metric to effectively invoke non-linear features in the loss of self-supervised contrastive learning. (via Semantic Scholar)
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Added: October 23, 2023

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