Motasem Alfarra

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20192023

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  • 2023

    Online Distillation with Continual Learning for Cyclic Domain Shifts

    Houyon, J., Cioppa, A., Ghunaim, Y., Alfarra, M., Halin, A., Henry, M., Ghanem, B. & Van Droogenbroeck, M., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society, p. 2437-2446 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • PIVOT: Prompting for Video Continual Learning

    Villa, A., Alcázar, J. L., Alfarra, M., Alhamoud, K., Hurtado, J., Heilbron, F. C., Soto, A. & Ghanem, B., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 24214-24223 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Real-Time Evaluation in Online Continual Learning: A New Hope

    Ghunaim, Y., Bibi, A., Alhamoud, K., Alfarra, M., Hammoud, H. A. A. K., Prabhu, A., Torr, P. H. S. & Ghanem, B., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 11888-11897 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • Towards Characterizing the Semantic Robustness of Face Recognition

    Pérez, J. C., Alfarra, M., Thabet, A., Arbeláez, P. & Ghanem, B., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society, p. 315-325 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    3DeformRS: Certifying Spatial Deformations on Point Clouds

    Gabriel Perez, S., Perez, J. C., Alfarra, M., Giancola, S. & Ghanem, B., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 15148-15158 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Combating Adversaries with Anti-adversaries

    Alfarra, M., Pérez, J. C., Thabet, A., Bibi, A., Torr, P. H. S. & Ghanem, B., Jun 30 2022, AAAI-22 Technical Tracks 6. Association for the Advancement of Artificial Intelligence, p. 5992-6000 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • Data-Dependent Randomized Smoothing

    Alfarra, M., Bibi, A., Torr, P. H. S. & Ghanem, B., Jan 1 2022, 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. ML Research Press, p. 64-74 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • DeformRS: Certifying Input Deformations with Randomized Smoothing

    Alfarra, M., Bibi, A., Khan, N., Torr, P. H. S. & Ghanem, B., Jun 28 2022, Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence (AAAI), p. 6001-6009 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • On the Robustness of Quality Measures for GANs

    Alfarra, M., Pérez, J. C., Frühstück, A., Torr, P. H. S., Wonka, P. & Ghanem, B., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-33 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13677 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2021

    Enhancing Adversarial Robustness via Test-time Transformation Ensembling

    Perez, J. C., Alfarra, M., Jeanneret, G., Rueda, L., Thabet, A., Ghanem, B. & Arbelaez, P., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. Institute of Electrical and Electronics Engineers Inc., p. 81-91 11 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • 2020

    Gabor Layers Enhance Network Robustness

    Pérez, J. C., Alfarra, M., Jeanneret, G., Bibi, A., Thabet, A. K., Ghanem, B. & Arbeláez, P., Nov 5 2020, Computer Vision – ECCV 2020. Springer International Publishing, p. 450-466 17 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations