NB
Niccolò Biondi
cs.CVcs.LGcs.AI
On Valency
published · living versionsW_vf4fkevn·v1 · currentpublished
Hyperspherical Simplex Representations for Backward-Compatible Retrieval
with Simone Ricci, Federico Pernici, Alberto Del Bimbo
1 version
W_yjkmgnwp·v2published
Preprints & journals
17 papers in the corpus · 2021–2026Hyperspherical Simplex Representations for Backward-Compatible Retrieval2610.29550v1 · Simone Ricci, Niccolo Biondi, Federico Pernici et al.2026 · 0 citationsarXivon Valency
Painting Change Map as guidance for generating painting processes2610.25369v2 · Markus Pobitzer, Chang Liu, Niccolo Biondi et al.2026 · 0 citationsarXivon Valency
WASP: Weakly Aligned Spatiotemporal Pairs for Fetal Brain MRI-Ultrasound Learning2610.04601v1 · Francesco Correnti, Gabriele Magrini, Marco Mistretta et al.2026 · 0 citationsarXiv
A Stationary (and Therefore Compatible) Representation is All You Need.42113657 · Biondi, Niccolo, Pernici, Federico, Ricci, Simone et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):11431-11443
Spherical Interpolation for Backward-Compatible Multimodal Representations2609.39836v1 · Simone Ricci, Niccolo Biondi, Federico Pernici2026 · 0 citationsarXiv
DistMoE: Private-data Rehearsal-free Routing in Mixture-of-Experts for Distributed Instruction Tuning2608.09907v1 · Mainak Singha, Niccolo Biondi, Elisa Ricci et al.2026 · 0 citationsarXiv
PEPR: Privileged Event-based Predictive Regularization for Domain Generalization2602.04583v2 · Gabriele Magrini, Federico Becattini, Niccolo Biondi et al.2026 · 0 citationsarXiv
Mitigating Negative Flips via Margin Preserving Training2511.08322v2 · Simone Ricci, Niccolo Biondi, Federico Pernici et al.2025 · 0 citationsProceedings of the AAAI Conference on Artificial Intelligence, 40(11), 8721-8730, 2026
-Orthogonality Regularization for Compatible Representation Learning2509.16664v2 · Simone Ricci, Niccolo Biondi, Federico Pernici et al.2025 · 0 citationsAdvances in Neural Information Processing Systems 38 (NeurIPS 2025), pp. 29036-29063
FRED: The Florence RGB-Event Drone Dataset2506.05163v1 · Gabriele Magrini, Niccolo Marini, Federico Becattini et al.2025 · 8 citationsarXiv
ComiCap: A VLMs pipeline for dense captioning of Comic Panels2409.16159v1 · Emanuele Vivoli, Niccolo Biondi, Marco Bertini et al.2024 · 2 citationsarXiv
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer2408.08793v1 · Simone Ricci, Niccolo Biondi, Federico Pernici et al.2024 · 0 citationsarXiv
Comics Datasets Framework: Mix of Comics datasets for detection benchmarking2407.03540v1 · Emanuele Vivoli, Irene Campaioli, Mariateresa Nardoni et al.2024 · 7 citationsarXiv
Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements2405.02581v1 · Niccolo Biondi, Federico Pernici, Simone Ricci et al.2024 · 3 citationsarXiv
CoReS: Compatible Representations via Stationarity.37030772 · Biondi, Niccolo, Pernici, Federico, Bruni, Matteo et al.2023 · 4 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(8):9567-9582
CL2R: Compatible Lifelong Learning Representations2211.09032v1 · Niccolo Biondi, Federico Pernici, Matteo Bruni et al.2022 · 5 citationsarXiv
Contrastive Supervised Distillation for Continual Representation Learning2205.05476v2 · Tommaso Barletti, Niccolo' Biondi, Federico Pernici et al.2022 · 7 citationsICIAP 2021
Career total: 26 works. 17 are in this corpus.
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