Monika Kwiatkowski

PhD student, Computer Vision & Remote Sensing, Technische Universität Berlin

Joined

October 2023

Names

Monika Kwiatkowski (Preferred)

Emails

****@tu-berlin.de (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Computer Vision & Remote Sensing, Technische Universität Berlin (tu-berlin.de)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Image Restoration

,

Deep Learning

,

Sequential Models

,

Transformers

2019 – Present

Publications

Exploring Dimensional Collapse in Self-Supervised Video Representation Learning
Paul Kapust, Monika Kwiatkowski, Olaf Hellwich, Patrik Reiske
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
DIAR: Deep Image Alignment and Reconstruction using Swin Transformers
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
SIDAR: Synthetic Image Dataset for Alignment & Restoration
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks
Tianyi Hu, Monika Kwiatkowski, Simon Matern, Olaf Hellwich
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone
Image-based Detection of Surface Defects in Concrete during Construction
Dominik Kuhnke, Monika Kwiatkowski, Olaf Hellwich
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone
Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets
Monika Kwiatkowski, Olaf Hellwich
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- VISIGRAPP (4: VISAPP) 2022
- Readers: Everyone

Co-Authors