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Dive into the research topics where Enzo Tartaglione 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
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Capsule networks do not need to model everything
Renzulli, R., Tartaglione, E. & Grangetto, M., 1 Mar 2026, In: Pattern Recognition. 171, 112119.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving Generative Data Augmentation with Prior-Knowledge for Dysplasia Grading of Colorectal Polyps
Craparotta, R., Ivanov, D., Barbano, C. A., Tartaglione, E., Gambella, A., Cavallo, L., Cassoni, P., Bertero, L. & Grangetto, M., 1 Jan 2026, Image Analysis and Processing – ICIAP 2025 - 23rd International Conference, Proceedings. Rodolà, E., Galasso, F. & Masi, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 571-583 13 p. (Lecture Notes in Computer Science; vol. 16167 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Layer Collapse Can be Induced by Unstructured Pruning
Liao, Z., Quétu, V., Nguyen, V. T. & Tartaglione, E., 1 Jan 2026, In: Transactions on Machine Learning Research. 2026-FebruaryResearch output: Contribution to journal › Article › peer-review
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TEP-ones: A simple yet effective approach for transferability estimation of pruned backbones
Spadaro, G., Bragagnolo, A., Renzulli, R., Grangetto, M., Giraldo, J. H., Fiandrotti, A. & Tartaglione, E., 1 Mar 2026, In: Neurocomputing. 668, 132209.Research output: Contribution to journal › Article › peer-review
Open Access -
Unified pipeline for generalized mental state detection using EEG signals
Wang, Y., Elrawas, R., Nguyen, A. D., Girard, M., Mozharovskyi, P., Tartaglione, E. & Nguyen, V. T., 1 Feb 2026, In: Expert Systems with Applications. 297, 129422.Research output: Contribution to journal › Article › peer-review
Open Access -
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
Nguyen, L. T., Quélennec, A., Nguyen, V. T. & Tartaglione, E., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 46196-46210 15 p.Research output: Contribution to journal › Conference article › peer-review
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Boost Your NeRF: A Model-Agnostic Mixture of Experts Framework for High Quality and Efficient Rendering
Di Sario, F., Renzulli, R., Tartaglione, E. & Grangetto, M., 1 Jan 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 176-192 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15141 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Debiasing Surgeon: Fantastic Weights and How to Find Them
Nahon, R., De Moura Matos, I. L., Nguyen, V. T. & Tartaglione, E., 1 Jan 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 435-452 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15143 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Denoising Diffusion Probabilistic Model for Point Cloud Compression at Low Bit-Rates
Spadaro, G., Presta, A., Giraldo, J. H., Grangetto, M., Hu, W., Valenzise, G., Fiandrotti, A. & Tartaglione, E., 1 Jan 2025, 2025 IEEE International Conference on Multimedia and Expo: Journey to the Center of Machine Imagination, ICME 2025 - Conference Proceedings. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Efficient adaptation of deep neural networks for semantic segmentation in space applications
Olivi, L., Santero Mormile, E. & Tartaglione, E., 1 Dec 2025, In: Scientific Reports. 15, 1, 18046.Research output: Contribution to journal › Article › peer-review
Open Access