DIAR: Deep Image Alignment and Reconstruction Using Swin Transformers. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (VISIGRAPP (Revised Selected Papers), 2022)

Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets. - Monika Kwiatkowski; Olaf Hellwich (VISIGRAPP (4: VISAPP), 2022)

Image-based Detection of Surface Defects in Concrete during Construction. - Dominik Kuhnke; Monika Kwiatkowski; Olaf Hellwich (CoRR, 2022)

Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks. - Tianyi Hu; Monika Kwiatkowski; Simon Matern; Olaf Hellwich (CoRR, 2022)

Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition. - Boris Meinardus; Mariusz Trzeciakiewicz; Tim Herzig; Monika Kwiatkowski; Simon Matern; Olaf Hellwich (CoRR, 2023)

Exploring Dimensional Collapse in Self-Supervised Video Representation Learning. - Paul Kapust; Monika Kwiatkowski; Olaf Hellwich; Patrik Reiske (Tiny Papers @ ICLR, 2024)

SIDAR: Synthetic Image Dataset for Alignment & Restoration. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (VISIGRAPP (3): VISAPP, 2024)

ConDL: Detector-Free Dense Image Matching. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (CoRR, 2024)

Swin-∇: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (WACV, 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; et al. (CoRR, 2025)