publications

Make sure to check out my publications as first and co-author below.

2025

  1. cuts3d-preview.png
    CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation
    Leon Sick, Dominik Engel, Sebastian Hartwig, Pedro Hermosilla, and Timo Ropinski
    arXiv preprint, 2025
    arXiv HTML
  2. attg-preview.png
    Attention-Guided Masked Autoencoders for Learning Image Representations
    Leon Sick, Dominik Engel, Pedro Hermosilla, and Timo Ropinski
    In Oral Presentation, Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Feb 2025
    arXiv HTML

2024

  1. depthg-preview.png
    Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling
    Leon Sick, Dominik Engel, Pedro Hermosilla, and Timo Ropinski
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024
    arXiv HTML
  2. tttkd-preview.png
    TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models
    Lisa Weijler, Muhammad Jehanzeb Mirza, Leon Sick, Can Ekkazan, and Pedro Hermosilla
    International Conference on 3D Vision (3DV), Jun 2024
    arXiv
  3. t2i-preview.png
    Evaluating Text-to-Image Synthesis: Survey and Taxonomy of Image Quality Metrics
    Sebastian Hartwig, Dominik Engel, Leon Sick, Hannah Kniesel, Tristan Payer, and 4 more authors
    Jun 2024
    arXiv
  4. wscd-preview.png
    Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
    Hannah Kniesel, Leon Sick, Tristan Payer, Tim Bergner, Kavitha Sshaga Devan, and 4 more authors
    International Conference on Learning Representations (ICLR), Jun 2024
    HTML

2023

  1. ntf-preview.png
    Leveraging Self-Supervised Vision Transformers for Neural Transfer Function Design
    Dominik Engel, Leon Sick, and Timo Ropinski
    Transactions On Visualization and Computer Graphics (TVCG), Jun 2023
    arXiv