Research output per year
Research output per year
Personal profile
External positions
Postdoc, Computer Vision Center
Jan 2021 → Apr 2021
PhD student, Computer Vision Center
Dec 2015 → Dec 2020
Austrian Fields of Study 2012 (6-stellig)
- 102019 Machine learning
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Dive into the research topics where Marc Masana Castrillo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Class-Incremental Learning: Survey and Performance Evaluation on Image Classification
Masana, M., Liu, X., Twardowski, B., Menta, M., Bagdanov, A. D. & Weijer, J. V. D., 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 5, p. 5513-5533 21 p.Research output: Contribution to journal › Article › peer-review
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Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
Leitner, S., Mirza, M. J., Lin, W., Micorek, J. T., Masana, M., Kozinski, M., Possegger, H. & Bischof, H., 2023, IV 2023 - IEEE Intelligent Vehicles Symposium, Proceedings.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
Mirza, M. J., Masana, M., Possegger, H. & Bischof, H., 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). p. 3000-3010Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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A study on robust feature representations for grain density estimates in austenitic steel
Ilic, F., Masana, M., Bogensperger, L., Ganster, H. & Pock, T., 2022, Computer Vision and Pattern Analysis Across Domains: Proceedings of the OAGM Workshop 2021. Seidl, M., Zeppelzauer, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, p. 38-44Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Automated vortical blood flow-based estimation of mean pulmonary arterial pressure from 4D flow MRI
Kräuter, C., Reiter, U., Kovacs, G., Reiter, C., Masana, M., Olschewski, H., Fuchsjäger, M., Stollberger, R. & Reiter, G., May 2022, In: Magnetic Resonance Imaging. 88, p. 132-141 10 p.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Continual Learning in Computer Vision
Masana Castrillo, M. (Speaker)
18 Jun 2024Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Workshop on Continual Learning in Computer Vision - CVPR 2024
Masana Castrillo, M. (Organiser), van de Ven, G. (Organiser), Rodriguez, P. (Organiser), Kudithipudi, D. (Organiser), Hayes, T. (Organiser), Cossu, A. (Organiser), Smith, J. S. (Organiser), Guglielmo, G. (Organiser), Tscheschner, B. (Organiser), Hemati, H. (Organiser) & Alssum, L. (Organiser)
18 Jun 2024Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Examination committee Aitor Alvarez Gila
Garcia, R. (Agent), Vanrell, M. (Agent) & Masana Castrillo, M. (Agent)
2 Jun 2022Activity: Examination or supervision › External examination