publications

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

2024

  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, 2024
    arXiv HTML
  2. 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
  3. attg-preview.png
    Attention-Guided Masked Autoencoders For Learning Image Representations
    Leon Sick, Dominik Engel, Pedro Hermosilla, and Timo Ropinski
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jun 2024
    arXiv
  4. 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
    Jun 2024
    arXiv
  5. 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
  6. 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