Caroline Mazini Rodrigues

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Visual Concepts

Manifold Learning

Semantic Representation

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Secur. Priv.

Publications

Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
Reasoning with trees: interpreting CNNs using hierarchies. CoRR (2024)
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
Bridging Human Concepts and Computer Vision for Explainable Face Verification. CoRR (2024)
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
Transforming gradient-based techniques into interpretable methods. CoRR (2024)
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
Unsupervised discovery of interpretable visual concepts. Inf. Sci. 661 (2024)
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
Transforming gradient-based techniques into interpretable methods. Pattern Recognit. Lett. 184 (2024)
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
Bridging Human Concepts and Computer Vision for Explainable Face Verification. BEWARE@AI*IA (2023)
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
Unsupervised discovery of Interpretable Visual Concepts. CoRR (2023)
Caroline Mazini Rodrigues, Aurea Soriano-Vargas, Bahram Lavi, Anderson Rocha, Zanoni Dias
Manifold Learning for Real-World Event Understanding. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Rafael Padilha, Caroline Mazini Rodrigues, Fernanda A. Andaló, Gabriel Bertocco, Zanoni Dias, Anderson Rocha
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. IEEE Secur. Priv. 18 (6) (2020)
Caroline Mazini Rodrigues, Luís A. M. Pereira, Anderson Rocha, Zanoni Dias
Image Semantic Representation for Event Understanding. WIFS (2019)