Image Semantic Representation for Event Understanding. - Caroline Mazini Rodrigues; Luís A. M. Pereira; Anderson Rocha 001; Zanoni Dias (WIFS, 2019)

Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. - Rafael Padilha; Caroline Mazini Rodrigues; Fernanda A. Andaló; Gabriel Bertocco; Zanoni Dias; Anderson Rocha 001 (IEEE Secur. Priv., 2020)

Manifold Learning for Real-World Event Understanding. - Caroline Mazini Rodrigues; Aurea Soriano-Vargas; Bahram Lavi; Anderson Rocha 001; Zanoni Dias (IEEE Trans. Inf. Forensics Secur., 2021)

Bridging Human Concepts and Computer Vision for Explainable Face Verification. - Miriam Doh; Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman; Matei Mancas; Hugues Bersini (BEWARE@AI*IA, 2023)

Reasoning with trees: interpreting CNNs using hierarchies. - Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman (CoRR, 2024)

Unsupervised discovery of interpretable visual concepts. - Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman (Inf. Sci., 2024)

Transforming gradient-based techniques into interpretable methods. - Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman (Pattern Recognit. Lett., 2024)

Found in Translation: semantic approaches for enhancing AI interpretability in face verification. - Miriam Doh; Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman; Matei Mancas; Bernard Gosselin (CoRR, 2025)