Search Results for author: Derya Cansever

Found 2 papers, 0 papers with code

Implicit Bayes Adaptation: A Collaborative Transport Approach

no code implementations17 Apr 2023 Bo Jiang, Hamid Krim, Tianfu Wu, Derya Cansever

We integrate a metric correction term as well as a prior cluster structure in the source data of the OT-driven adaptation.

Unsupervised Domain Adaptation

Refining Self-Supervised Learning in Imaging: Beyond Linear Metric

no code implementations25 Feb 2022 Bo Jiang, Hamid Krim, Tianfu Wu, Derya Cansever

We introduce in this paper a new statistical perspective, exploiting the Jaccard similarity metric, as a measure-based metric to effectively invoke non-linear features in the loss of self-supervised contrastive learning.

Contrastive Learning Self-Supervised Learning

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