Monika Kwiatkowski

According to our database, Monika Kwiatkowski authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis.

Olaf Hellwich, Niek Andresen, Katharina Hohlbaum, Marcus N. Boon, Monika Kwiatkowski, Simon Matern, Patrik Reiske, Henning Sprekeler, Christa Thöne-Reineke, Lars Lewejohann, Huma Ghani Zada, Michael Brück, Soledad Traverso

CoRR, January, 2025

Swin-∇: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

ConDL: Detector-Free Dense Image Matching.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

CoRR, 2024

SIDAR: Synthetic Image Dataset for Alignment & Restoration.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Exploring Dimensional Collapse in Self-Supervised Video Representation Learning.

Paul Kapust, Monika Kwiatkowski, Olaf Hellwich, Patrik Reiske

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition.

Boris Meinardus, Mariusz Trzeciakiewicz, Tim Herzig, Monika Kwiatkowski, Simon Matern, Olaf Hellwich

CoRR, 2023

2022

Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks.

Tianyi Hu, Monika Kwiatkowski, Simon Matern, Olaf Hellwich

CoRR, 2022

Image-based Detection of Surface Defects in Concrete during Construction.

Dominik Kuhnke, Monika Kwiatkowski, Olaf Hellwich

CoRR, 2022

Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets.

Monika Kwiatkowski, Olaf Hellwich

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

DIAR: Deep Image Alignment and Reconstruction Using Swin Transformers.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022