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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
Research output
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Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation
Aslam, M. H., Martinez, C., Pedersoli, M., Koerich, A. L., Etemad, A. & Granger, E., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Ribeiro, R. P., Soares, C., Gama, J., Pfahringer, B., Japkowicz, N., Larrañaga, P., Jorge, A. M. & Abreu, P. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 235-253 19 p. (Lecture Notes in Computer Science; vol. 16018 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition
Kollias, D., Tzirakis, P., Cowen, A., Zafeiriou, S., Kotsia, I., Granger, E., Pedersoli, M., Bacon, S., Baird, A., Gagne, C., Shao, C., Hu, G., Belharbi, S. & Aslam, M. H., 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. IEEE Computer Society, p. 5572-5583 12 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
1 Citation (Scopus) -
A Realistic Protocol for Evaluation of Weakly Supervised Object Localization
Murtaza, S., Belharbi, S., Pedersoli, M. & Granger, E., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 5367-5376 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors
Belal, A., Meethal, A., Romero, F. P., Pedersoli, M. & Granger, E., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 8566-8575 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
1 Citation (Scopus) -
BIGDOCS: AN OPEN DATASET FOR TRAINING MULTIMODAL MODELS ON DOCUMENT AND CODE TASKS
Rodriguez, J., Jian, X., Panigrahi, S. S., Zhang, T., Feizi, A., Puri, A., Kalkunte, A., Savard, F., Masry, A., Nayak, S., Awal, R., Massoud, M., Abaskohi, A., Li, Z., Wang, S., Noël, P. A., Richter, M. L., Vadacchino, S., Agarwal, S. & Biswas, S. & 23 others, , 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 21011-21067 57 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
Datasets
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Paper2Fig100k dataset
Rodríguez, J. A. (Creator), Vázquez, D. (Creator), Laradji, I. (Creator), Pedersoli, M. (Creator) & Rodríguez, P. (Creator), Zenodo, 7 Nov 2022
Dataset