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ORCIDEduardo Dadalto Câmara Gomes
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2020 – today
- 2024
[b1]Eduardo Dadalto Câmara Gomes:
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). University of Paris-Saclay, France, 2024- [j1]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) - [c5]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: 17880-17888 - [c4]Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida:
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection. ICLR 2024 - [i6]Eduardo Dadalto, Florence Alberge, Pierre Duhamel, Pablo Piantanida:
Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection. CoRR abs/2406.16045 (2024) - 2023
- [i5]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. CoRR abs/2302.09852 (2023) - [i4]Eduardo Dadalto, Marco Romanelli, Georg Pichler, Pablo Piantanida:
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection. CoRR abs/2306.01710 (2023) - [i3]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 abs/2306.03522 (2023) - 2022
- [c3]Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida:
Igeood: An Information Geometry Approach to Out-of-Distribution Detection. ICLR 2022 - [c2]Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida:
Beyond Mahalanobis Distance for Textual OOD Detection. NeurIPS 2022 - [i2]Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida:
Igeood: An Information Geometry Approach to Out-of-Distribution Detection. CoRR abs/2203.07798 (2022) - [i1]Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida:
Beyond Mahalanobis-Based Scores for Textual OOD Detection. CoRR abs/2211.13527 (2022) - 2021
- [c1]Meryem Benammar, Eduardo Dadalto Câmara Gomes, Pablo Piantanida:
CSI-aided Robust Neural-based Decoders. ISTC 2021: 1-5
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