Research output per year
Research output per year
- 10 results
Search results
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2023
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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2022
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 -
On the Influence of Beta Cell Granule Counting for Classification in Type 1 Diabetes
Bogensperger, L., Masana, M., Ilic, F., Kolb, D., Pieber, T. R. & Pock, T., 2022, Computer Vision and Pattern Analysis Across Domains. Seidl, M., Zeppelzauer, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, p. 45-50Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
2021
Avalanche: An end-to-end library for continual learning
Lomonaco, V., Pellegrini, L., Cossu, A., Carta, A., Graffieti, G., Hayes, T. L., De Lange, M., Masana, M., Pomponi, J., Van De Ven, G. M., Mundt, M., She, Q., Cooper, K., Forest, J., Belouadah, E., Calderara, S., Parisi, G. I., Cuzzolin, F., Tolias, A. S., Scardapane, S., & 8 others, 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. p. 3595-3605 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Ternary feature masks: zero-forgetting for task-incremental learning
Masana, M., Tuytelaars, T. & Van De Weijer, J., Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. p. 3565-3574 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2019
Metric learning for novelty and anomaly detection
Masana, M., Ruiz, I., Serrat, J., Van De Weijer, J. & Lopez, A. M., 2019, British Machine Vision Conference 2018, BMVC 2018.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2018
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting
Liu, X., Masana, M., Herranz, L., van de Weijer, J., Lopez, A. M. & Bagdanov, A. D., 2018, Proceedings - International Conference on Pattern Recognition.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2017
Domain-Adaptive Deep Network Compression
Masana, M., Weijer, J. V. D., Herranz, L., Bagdanov, A. D. & Alvarez, J. M., 2017, Proceedings of the IEEE International Conference on Computer Vision.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2016
On-the-fly network pruning for object detection
Masana Castrillo, M., van de Weijer, J. & Bagdanov, A. D., 2016, International Conference on Learning Representations (ICLR). (arXiv preprint arXiv:1605.03477).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review