Unifying deep stochastic processes for image enhancement
WM Kozłowski, R Kuczbański, K Adamczewski, KM Szczypkowski, MM Zięba
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–27
2026
Wojciech Kozłowski
Doktorant
Grupy badawcze
Publikacje9
Mind the gap: quantifying the domain gap in cross-sensor diffusion super-resolution
DA Kopeć, K Jabłońska, WM Kozłowski, MM Zięba
ICCS 2026 504–518
2026
DART: a degradation-aware recurrent transformer for archival film restoration
M Jastrzębski, WM Kozłowski, K Adamczewski
ACCV 2026
2026
AbsoluteDegradation: a physics-inspired synthetic film-degradation pipeline and archival film restoration benchmark
M Jastrzębski, D Glinkowski, D Zieliński, D Borkowski, WM Kozłowski, K Adamczewski
NeurIPS 2026
2026
Absolute cinema - old movies restoration using spatio-temporal restoration network
D Borkowski, D Glinkowski, M Jastrzębski, D Zieliński, WM Kozłowski
PP-RAI 2026 1–1
2026
Image enhancement with boosted Schrödinger Bridge
WM Kozłowski, R Kuczbański, MM Zięba
ACIIDS 2025 144–155
2025
SupResDiffGAN a new approach for the super-resolution task
DA Kopeć, WM Kozłowski, M Wizerkaniuk, D Krutul, J Kocoń, MM Zięba
ICCS 2025 66–80 · Cytowane przez 3
2025
Dimma: Semi-supervised low-light image enhancement with adaptive dimming
WM Kozłowski, M Szachniewicz, MM Zięba, M Stypułkowski
Entropy 26(9), 1–24 · Cytowane przez 4
2024
Self-supervised adversarial masking for 3D point cloud representation learning
M Szachniewicz, WM Kozłowski, MM Zięba, M Stypułkowski
ACIIDS 2024 156–168 · Cytowane przez 2
2024