Jan Niklas Böhm

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Top Venues

J. Mach. Learn. Res.

Publications

Ifeoma Veronica Nwabufo, Jan Niklas Böhm, Philipp Berens, Dmitry Kobak
Self-supervised Visualisation of Medical Image Datasets. CoRR (2024)
Sebastian Damrich, Jan Niklas Böhm, Fred A. Hamprecht, Dmitry Kobak
From $t$-SNE to UMAP with contrastive learning. ICLR (2023)
Jan Niklas Böhm, Philipp Berens, Dmitry Kobak
Unsupervised visualization of image datasets using contrastive learning. ICLR (2023)
Sebastian Damrich, Jan Niklas Böhm, Fred A. Hamprecht, Dmitry Kobak
Contrastive learning unifies t-SNE and UMAP. CoRR (2022)
Jan Niklas Böhm, Philipp Berens, Dmitry Kobak
Attraction-Repulsion Spectrum in Neighbor Embeddings. J. Mach. Learn. Res. 23 (2022)
Jan Niklas Böhm, Philipp Berens, Dmitry Kobak
Unsupervised visualization of image datasets using contrastive learning. CoRR (2022)
Jan Niklas Böhm, Philipp Berens, Dmitry Kobak
A Unifying Perspective on Neighbor Embeddings along the Attraction-Repulsion Spectrum. CoRR (2020)