Timo Ropinski
- Papers
- 7
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Authored papers
7S2D: Sparse-To-Dense Keymask Distillation for Unsupervised Video Instance Segmentation
arXiv 2025
Less is More: Selective Reduction of CT Data for Self-Supervised Pre-Training of Deep Learning Models with Contrastive Learning Improves Downstream Classification Performance
arXiv 2024
HPSCAN: Human Perception-Based Scattered Data Clustering
arXiv 2023
Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging
arXiv 2023
Monocular Depth Decomposition of Semi-Transparent Volume Renderings
arXiv 2022
Gaussian Mixture Convolution Networks
gaussian-mixture-convolution-networks
Deep Volumetric Ambient Occlusion
arXiv 2020
Affiliations
Frequent co-authors
10from 7 papers
Dominik Engel
Pedro Hermosilla
Catharina Silvia Lisson
Christoph Gerhard Lisson
Daniel Wolf
Meinrad Beer
Michael Götz
Sebastian Hartwig
Tristan Payer
Adam Celarek