| Beyond the pixel-wise loss for topology-aware delineation A Mosinska, P Marquez-Neila, M Koziński, P Fua Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 207 | 2018 |
| A convolutional neural network segments yeast microscopy images with high accuracy N Dietler, M Minder, V Gligorovski, AM Economou, DAHL Joly, A Sadeghi, ... Nature communications 11 (1), 5723, 2020 | 59 | 2020 |
| A MRF shape prior for facade parsing with occlusions M Kozinski, R Gadde, S Zagoruyko, G Obozinski, R Marlet Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 45 | 2015 |
| Joint segmentation and path classification of curvilinear structures A Mosinska, M Koziński, P Fua IEEE transactions on pattern analysis and machine intelligence 42 (6), 1515-1521, 2019 | 29 | 2019 |
| Drainage canals in Southeast Asian peatlands increase carbon emissions NC Dadap, AM Hoyt, AR Cobb, D Oner, M Kozinski, PV Fua, K Rao, ... Agu Advances 2 (1), e2020AV000321, 2021 | 22 | 2021 |
| An adversarial regularisation for semi-supervised training of structured output neural networks M Koziński, L Simon, F Jurie arXiv preprint arXiv:1702.02382, 2017 | 20 | 2017 |
| Promoting Connectivity of Network-Like Structures by Enforcing Region Separation D Oner, M Kozinski, L Citraro, NC Dadap, AG Konings, P Fua IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 | 18 | 2021 |
| Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures M Koziński, A Mosinska, M Salzmann, P Fua Medical image analysis 60, 101590, 2020 | 15 | 2020 |
| High-level bottom-up cues for top-down parsing of facade images D Ok, M Kozinski, R Marlet, N Paragios 2012 Second International Conference on 3D Imaging, Modeling, Processing …, 2012 | 14 | 2012 |
| Generating LOD3 building models from structure-from-motion and semantic segmentation BG Pantoja-Rosero, R Achanta, M Kozinski, P Fua, F Perez-Cruz, K Beyer Automation in Construction 141, 104430, 2022 | 13 | 2022 |
| Beyond procedural facade parsing: Bidirectional alignment via linear programming M Koziński, G Obozinski, R Marlet Computer Vision--ACCV 2014: 12th Asian Conference on Computer Vision …, 2015 | 13 | 2015 |
| Learning to segment 3D linear structures using only 2D annotations M Koziński, A Mosinska, M Salzmann, P Fua Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 10 | 2018 |
| Image parsing with graph grammars and Markov Random Fields applied to facade analysis M Koziński, R Marlet IEEE Winter Conference on Applications of Computer Vision, 729-736, 2014 | 10 | 2014 |
| TOPO-Loss for continuity-preserving crack detection using deep learning BG Pantoja-Rosero, D Oner, M Kozinski, R Achanta, P Fua, F Pérez-Cruz, ... Construction and Building Materials 344, 128264, 2022 | 9 | 2022 |
| Match, expand and improve: Unsupervised finetuning for zero-shot action recognition with language knowledge W Lin, L Karlinsky, N Shvetsova, H Possegger, M Kozinski, R Panda, ... arXiv preprint arXiv:2303.08914, 2023 | 4 | 2023 |
| ActMAD: Activation Matching to Align Distributions for Test-Time-Training MJ Mirza, PJ Soneira, W Lin, M Kozinski, H Possegger, H Bischof Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 4 | 2023 |
| YeaZ: A convolutional neural network for highly accurate, label-free segmentation of yeast microscopy images N Dietler, M Minder, V Gligorovski, AM Economou, DAH Lucien Joly, ... bioRxiv, 2020.05. 11.082594, 2020 | 4 | 2020 |
| Topoal: An adversarial learning approach for topology-aware road segmentation S Vasu, M Kozinski, L Citraro, P Fua Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 4 | 2020 |
| Towards reliable evaluation of algorithms for road network reconstruction from aerial images L Citraro, M Koziński, P Fua Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 4 | 2020 |
| LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections MJ Mirza, L Karlinsky, W Lin, M Kozinski, H Possegger, R Feris, H Bischof arXiv preprint arXiv:2305.18287, 2023 | 2 | 2023 |
