Dmitry Kobak
Eberhard Karls Universität Tübingen
H-index: 21
Europe-Germany
Top articles of Dmitry Kobak
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning representations of learning representations | arXiv preprint arXiv:2404.08403 | Rita González-Márquez Dmitry Kobak | 2024/4/12 |
Self-supervised Visualisation of Medical Image Datasets | arXiv preprint arXiv:2402.14566 | Ifeoma Veronica Nwabufo Jan Niklas Böhm Philipp Berens Dmitry Kobak | 2024/2/22 |
Visualizing single-cell data with the neighbor embedding spectrum | bioRxiv | Sebastian Damrich Manuel V Klockow Philipp Berens Fred A Hamprecht Dmitry Kobak | 2024 |
The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense | bioRxiv | Jan Lause Dmitry Kobak Philipp Berens | 2024 |
Graph layouts and graph contrastive learning via neighbour embeddings | Marius Keute Alica Leonie Guzmán Dmitry Kobak | 2023/10/13 | |
Compound models and Pearson residuals for normalization of single-cell RNA-seq data without UMIs | bioRxiv | Jan Lause Christoph Ziegenhain Leonard Hartmanis Philipp Berens Dmitry Kobak | 2023/8/5 |
The landscape of biomedical research | bioRxiv | Rita González-Márquez Luca Schmidt Benjamin M Schmidt Philipp Berens Dmitry Kobak | 2023/4/11 |
Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types | Jakob H Macke Philipp Berens Dimitry Kobak Andreas S Tolias Federico Scala | 2023/3/2 | |
War fatalities in Russia in 2022 estimated via excess male mortality | Retrieved from osf. io/preprints/socarxiv/xcrme | Dmitry Kobak Alexey Bessudnov Alexander Ershov Tatiana Mikhailova Alexey Raksha | 2023/11/19 |
Persistent homology for high-dimensional data based on spectral methods | arXiv preprint arXiv:2311.03087 | Sebastian Damrich Philipp Berens Dmitry Kobak | 2023/11/6 |
Distinct organization of two cortico-cortical feedback pathways | Nature communications | Shan Shen Xiaolong Jiang Federico Scala Jiakun Fu Paul Fahey | 2022/10/27 |
Motor skill learning decreases movement variability and increases planning horizon | Journal of Neurophysiology | Luke Bashford Dmitry Kobak Jörn Diedrichsen Carsten Mehring | 2022/4/1 |
Two-dimensional visualization of large document libraries using t-SNE | Rita González-Márquez Philipp Berens Dmitry Kobak | 2022/3/2 | |
Unsupervised visualization of image datasets using contrastive learning | arXiv preprint arXiv:2210.09879 | Jan Niklas Böhm Philipp Berens Dmitry Kobak | 2022/10/18 |
Attraction-repulsion spectrum in neighbor embeddings | Journal of Machine Learning Research | Jan Niklas Böhm Philipp Berens Dmitry Kobak | 2022 |
Wasserstein t-SNE | Fynn Bachmann Philipp Hennig Dmitry Kobak | 2022/9/19 | |
From -SNE to UMAP with contrastive learning | arXiv preprint arXiv:2206.01816 | Sebastian Damrich Jan Niklas Böhm Fred A Hamprecht Dmitry Kobak | 2022/6/3 |
Underdispersion: A statistical anomaly in reported Covid data | Significance | Dmitry Kobak | 2022/4 |
t-SNE Highlights Phylogenetic and Temporal Patterns of SARS-CoV-2 Spike and Nucleocapsid Protein Evolution | Gaik Tamazian Andrey B Komissarov Dmitry Kobak Dmitry Polyakov Evgeny Andronov | 2022/11/14 | |
Initialization is critical for preserving global data structure in both t-SNE and UMAP | Nature Biotechnology | Dmitry Kobak George C Linderman | 2021/2 |
Co-Authors
