Eduardo Dadalto Câmara Gomes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Mahalanobis Distance

Object Detection

Information Geometry

Unsupervised Manner

Top Venues

Publications

Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection. ICLR (2024)
Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida
Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection. Trans. Mach. Learn. Res. 2024 (2024)
Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo
Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection. AAAI (2024)
Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie CK Cheung, Pablo Piantanida, Pierre Colombo
Unsupervised Layer-wise Score Aggregation for Textual OOD Detection. CoRR (2023)
Eduardo Dadalto Câmara Gomes, Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection. CoRR (2023)
Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
Beyond Mahalanobis-Based Scores for Textual OOD Detection. CoRR (2022)
Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida
Igeood: An Information Geometry Approach to Out-of-Distribution Detection. ICLR (2022)
Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
Beyond Mahalanobis Distance for Textual OOD Detection. NeurIPS (2022)
Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida
Igeood: An Information Geometry Approach to Out-of-Distribution Detection. CoRR (2022)
Meryem Benammar, Eduardo Dadalto Câmara Gomes, Pablo Piantanida
CSI-aided Robust Neural-based Decoders. ISTC (2021)