SR
Simone Ricci
cs.CVcs.LGcs.AI
On Valency
published · living versionsW_vf4fkevn·v1 · currentpublished
Hyperspherical Simplex Representations for Backward-Compatible Retrieval
with Niccolò Biondi, Federico Pernici, Alberto Del Bimbo
1 version
Preprints & journals
8 papers in the corpus · 2022–2026Hyperspherical Simplex Representations for Backward-Compatible Retrieval2610.29550v1 · Simone Ricci, Niccolo Biondi, Federico Pernici et al.2026 · 0 citationsarXivon Valency
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
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
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer2408.08793v1 · Simone Ricci, Niccolo Biondi, Federico Pernici et al.2024 · 0 citationsarXiv
Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements2405.02581v1 · Niccolo Biondi, Federico Pernici, Simone Ricci et al.2024 · 3 citationsarXiv
Learning advisor networks for noisy image classification2211.04177v1 · Simone Ricci, Tiberio Uricchio, Alberto Del Bimbo2022 · 0 citationsICIAP 2022
Career total: 18 works. 8 are in this corpus.
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