Search Results for author: Steffen Vogler

Found 3 papers, 2 papers with code

Medical Image Retrieval Using Pretrained Embeddings

no code implementations22 Nov 2023 Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga

A wide range of imaging techniques and data formats available for medical images make accurate retrieval from image databases challenging.

Medical Image Retrieval Retrieval

Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling

1 code implementation9 Apr 2021 Jonas Dippel, Steffen Vogler, Johannes Höhne

This paper presents Contrastive Reconstruction, ConRec - a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.

Contrastive Learning Image Reconstruction +1

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