Mateusz Kozinski
École Polytechnique Fédérale de Lausanne
H-index: 12
Europe-Switzerland
Top articles of Mateusz Kozinski
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | arXiv preprint arXiv:2403.14497 | Jakub Micorek Horst Possegger Dominik Narnhofer Horst Bischof Mateusz Kozinski | 2024/3/21 |
Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs | arXiv preprint arXiv:2403.11755 | M Jehanzeb Mirza Leonid Karlinsky Wei Lin Sivan Doveh Jakub Micorek | 2024/3/18 |
Lafter: Label-free tuning of zero-shot classifier using language and unlabeled image collections | NeurIPS 2023; arXiv preprint arXiv:2305.18287 | M Jehanzeb Mirza Leonid Karlinsky Wei Lin Mateusz Kozinski Horst Possegger | 2023/5/29 |
Harnessing Deep Learning to Detect Bronchiolitis Obliterans Syndrome from Chest CT | medRxiv | Mateusz Kozinski Doruk Oner Jakub Gwizdala Catherine Beigelman Pascal Fua | 2024 |
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions | Stefan Leitner M Jehanzeb Mirza Wei Lin Jakub Micorek Marc Masana | 2023/6/4 | |
Persistent homology with improved locality information for more effective delineation | IEEE Transactions on Pattern Analysis and Machine Intelligence | Doruk Oner Adélie Garin Mateusz Koziński Kathryn Hess Pascal Fua | 2023/3/1 |
Match, expand and improve: Unsupervised finetuning for zero-shot action recognition with language knowledge | ICCV 2023; arXiv preprint arXiv:2303.08914 | Wei Lin Leonid Karlinsky Nina Shvetsova Horst Possegger Mateusz Kozinski | 2023/3/15 |
Video test-time adaptation for action recognition | CVPR 2023; arXiv preprint arXiv:2211.15393 | Wei Lin Muhammad Jehanzeb Mirza Mateusz Kozinski Horst Possegger Hilde Kuehne | 2022/11/24 |
Mate: Masked autoencoders are online 3d test-time learners | Inkyu Shin Kuk-Jin Yoon Jaesung Choe In-So Kweon Lin Wei | 2023 | |
State-Aware Configuration Detection for Augmented Reality Step-by-Step Tutorials | Ana Stanescu Peter Mohr Mateusz Kozinski Shohei Mori Dieter Schmalstieg | 2023/10/16 | |
Actmad: Activation matching to align distributions for test-time-training | CVPR 2023; arXiv preprint arXiv:2211.12870 | Muhammad Jehanzeb Mirza Pol Jané Soneira Wei Lin Mateusz Kozinski Horst Possegger | 2022/11/23 |
Enforcing connectivity of 3D linear structures using their 2D projections | Doruk Oner Hussein Osman Mateusz Koziński Pascal Fua | 2022/9/16 | |
Generating LOD3 building models from structure-from-motion and semantic segmentation | Automation in Construction | Bryan G Pantoja-Rosero Radhakrishna Achanta Mateusz Kozinski Pascal Fua Fernando Perez-Cruz | 2022/9/1 |
TOPO-Loss for continuity-preserving crack detection using deep learning | Construction and Building Materials | Bryan G Pantoja-Rosero D Oner Mateusz Kozinski Radhakrishna Achanta Pascal Fua | 2022/8/15 |
Adjusting the ground truth annotations for connectivity-based learning to delineate | IEEE Transactions on Medical Imaging | Doruk Oner Mateusz Koziński Lenoardo Citraro Pascal Fua | 2022/7/21 |
Drainage canals in Southeast Asian peatlands increase carbon emissions | Agu Advances | Nathan C Dadap Alison M Hoyt Alexander R Cobb Doruk Oner Mateusz Kozinski | 2021/3 |
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation | IEEE Transactions on Pattern Analysis and Machine Intelligence | Doruk Oner Mateusz Koziński Leonardo Citraro Nathan C Dadap Alexandra G Konings | 2021/4/21 |
Localized Persistent Homologies for more Effective Deep Learning | Doruk Oner Adélie Garin Mateusz Kozinski Kathryn Hess Pascal Fua | 2021/10/6 | |
Topoal: An adversarial learning approach for topology-aware road segmentation | Subeesh Vasu Mateusz Kozinski Leonardo Citraro Pascal Fua | 2020 | |
Towards reliable evaluation of algorithms for road network reconstruction from aerial images | Leonardo Citraro Mateusz Koziński Pascal Fua | 2020 |
