Caroline Mazini Rodrigues

14 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Compressing image encoders via latent distillation.
CoRR
Caroline Mazini Rodrigues, Nicolas Keriven, Thomas Maugey
2026 J jnl
Explaining with trees: interpreting CNNs using hierarchies.
Trans. Mach. Learn. Res.
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
2025 J jnl
Found in Translation: semantic approaches for enhancing AI interpretability in face verification.
CoRR
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Bernard Gosselin
2024 J jnl
Bridging Human Concepts and Computer Vision for Explainable Face Verification.
CoRR
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
2024 — —
Enhancing interpretability in explanations of Convolutional Neural Networks. (Améliorer l'interprétabilité dans les Réseaux de Neurones Convolutionnels).
Caroline Mazini Rodrigues
2024 J jnl
Reasoning with trees: interpreting CNNs using hierarchies.
CoRR
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
2024 J jnl
Transforming gradient-based techniques into interpretable methods.
CoRR
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
2024 J jnl
Transforming gradient-based techniques into interpretable methods.
Pattern Recognit. Lett.
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
2024 J jnl
Unsupervised discovery of interpretable visual concepts.
Inf. Sci.
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
2023 — conf
Bridging Human Concepts and Computer Vision for Explainable Face Verification.
BEWARE@AI*IA
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
2023 J jnl
Unsupervised discovery of Interpretable Visual Concepts.
CoRR
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
2021 J jnl
Manifold Learning for Real-World Event Understanding.
IEEE Trans. Inf. Forensics Secur.
Caroline Mazini Rodrigues, Aurea Soriano-Vargas, Bahram Lavi, Anderson Rocha, Zanoni Dias
2020 J jnl
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding.
IEEE Secur. Priv.
Rafael Padilha, Caroline Mazini Rodrigues, Fernanda A. Andaló, Gabriel Bertocco, Zanoni Dias, Anderson Rocha
2019 — conf
Image Semantic Representation for Event Understanding.
WIFS
Caroline Mazini Rodrigues, Luís A. M. Pereira, Anderson Rocha, Zanoni Dias