Monika Kwiatkowski

12 papers A 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
Swin-∇: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers.
WACV
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2025 J jnl
Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis.
CoRR
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
2024 J jnl
ConDL: Detector-Free Dense Image Matching.
CoRR
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2024 — conf
Exploring Dimensional Collapse in Self-Supervised Video Representation Learning.
Tiny Papers @ ICLR
Paul Kapust, Monika Kwiatkowski, Olaf Hellwich, Patrik Reiske
2024 — conf
SIDAR: Synthetic Image Dataset for Alignment & Restoration.
VISIGRAPP (3): VISAPP
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2023 J jnl
DIAR: Deep Image Alignment and Reconstruction using Swin Transformers.
CoRR
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2023 J jnl
Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition.
CoRR
Boris Meinardus, Mariusz Trzeciakiewicz, Tim Herzig, Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2023 J jnl
SIDAR: Synthetic Image Dataset for Alignment & Restoration.
CoRR
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2022 J jnl
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks.
CoRR
Tianyi Hu, Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2022 — conf
DIAR: Deep Image Alignment and Reconstruction Using Swin Transformers.
VISIGRAPP (Revised Selected Papers)
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
2022 J jnl
Image-based Detection of Surface Defects in Concrete during Construction.
CoRR
Dominik Kuhnke, Monika Kwiatkowski, Olaf Hellwich
2022 — conf
Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets.
VISIGRAPP (4: VISAPP)
Monika Kwiatkowski, Olaf Hellwich