Eduardo Dadalto Câmara Gomes

12 papers A* 4A 1Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A conf
Optimal Zero-shot Regret Minimization for Selective Classification with Out-of-Distribution Detection.
UAI
Eduardo Dadalto Câmara Gomes, Marco Romanelli
2024 A* conf
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection.
ICLR
Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida
2024 J jnl
Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection.
Trans. Mach. Learn. Res.
Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida
2024 — —
Improving artificial intelligence reliability through out-of-distribution and misclassification detection. (Amélioration de la fiabilité de l'intelligence artificielle par la détection des données hors distribution et des erreurs de classification).
Eduardo Dadalto Câmara Gomes
2024 A* conf
Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection.
AAAI
Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo
2023 J jnl
A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection.
CoRR
Eduardo Dadalto Câmara Gomes, Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2023 J jnl
Unsupervised Layer-wise Score Aggregation for Textual OOD Detection.
CoRR
Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo
2022 A* conf
Beyond Mahalanobis Distance for Textual OOD Detection.
NeurIPS
Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2022 J jnl
Beyond Mahalanobis-Based Scores for Textual OOD Detection.
CoRR
Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2022 A* conf
Igeood: An Information Geometry Approach to Out-of-Distribution Detection.
ICLR
Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida
2022 J jnl
Igeood: An Information Geometry Approach to Out-of-Distribution Detection.
CoRR
Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida
2021 — conf
CSI-aided Robust Neural-based Decoders.
ISTC
Meryem Benammar, Eduardo Dadalto Câmara Gomes, Pablo Piantanida