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Team Pock

The “Vision, Learning, and Optimization (VLO)” research group, led by Thomas Pock, is concerned with solving challenges in the field of computer vision through machine learning and mathematical optimization. The group’s main focus is on the development of sound mathematical methods and efficient algorithms. Their current work focuses on the development of innovative generative models and efficient algorithms based on consistent statistical modeling and Bayesian inference.

Team Members

Team Lead
PhD Student
PhD Student
PhD Student
PhD Student
PostDoc
PhD Student
PhD Student
PostDoc
PhD Student

Projects

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BILAI – Bilateral Artificial Intelligence

Team publications

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2025 IEEE Statistical Signal Processing Workshop, SSP, 2025, 61-65, (IEEE Workshop on Statistical Signal Processing Proceedings)
Nagler, L., Zach, M., Pock, T.
Scale Space and Variational Methods in Computer Vision , 10th International Conference, SSVM 2025, Proceedings, 2025, 146-158, (Lecture Notes in Computer Science; Vol. 15667 LNCS)
Manninger, M., Lercher, I., Hermans, A., Isaksen, J., Prassl, A., Zirlik, A., Vernooy, K., Chaldoupi, S., Luermans, J., ter Bekke, R., Kanters, J., Plank, G., Scherr, D., Pock, T., Linz, D.
Computer Methods and Programs in Biomedicine, Vol. 267, 2025
Glaszner, L., Zach, M.
Pattern Recognition - 46th DAGM German Conference, DAGM GCPR 2024, Proceedings, 2025, 275-291, (Lecture Notes in Computer Science; Vol. 15297 LNCS)
Thaler, F., Štern, D., Plank, G., Urschler, M.
Comprehensive Analysis and Computing of Real-World Medical Images , 1st MICCAI Challenge, CARE 2024, Held in Conjunction with MICCAI 2024, Proceedings, 2025, 168-179, (Lecture Notes in Computer Science; Vol. 15548 LNCS)
Bogensperger, L., Narnhofer, D., Falk, A., Schindler, K., Pock, T.
International Journal of Computer Vision, Vol. 133(7), 2025, 4864-4876
Hemati, H., Pellegrini, L., Duan, X., Zhao, Z., Xia, F., Masana, M., Tscheschner, B., Veas, E., Zheng, Y., Zhao, S., Li, S., Huang, S., Lomonaco, V., van de Ven, G.
Neural Networks, Vol. 183, 2025
Tscheschner, B., Veas, E., Masana, M.
Proceedings of the 28th Computer Vision Winter Workshop, CVWW 2025, 2025
Remonda, A., Terrell, C., Veas, E., Masana, M.
Transactions on Machine Learning Research, Vol. 2025-February, 2025, 1-26
Arnold, R., Prassl, A., Neic, A., Thaler, F., Augustin, C., Gsell, M., Gillette, K., Manninger, M., Scherr, D., Plank, G.
Computer Methods and Programs in Biomedicine, Vol. 254, 2024
Kuric, M., Ahmetspahic, J., Pock, T.
SIAM Journal on Imaging Sciences, Vol. 17(2), 2024, 1040-1077
Herdy, S., Rodríguez-Caballero, E., Pock, T., Weber, B.
Ecological Informatics, Vol. 79, 2024
Harb, R., Pock, T., Muller, H.
Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024, 2024, 5119-5128
Gursch, H., Schlager, E., Thaler, F., Waltner, G., Ganster, H., Rinnhofer, A., Jaschik, M., Oberwinkler, C., Meisenbichler, R., Bischof, H., Kern, R.
Waste Management and Research, Vol. 42(9), 2024, 738-746
Zach, M., Kobler, E., Chambolle, A., Pock, T.
Journal of Mathematical Imaging and Vision, Vol. 66(4), 2024, 504-528