Eduardo Dadalto Câmara Gomes

According to our database, Eduardo Dadalto Câmara Gomes authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

PhD thesis, 2024

Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection.

Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida

Trans. Mach. Learn. Res., 2024

A Data-Driven Measure of Relative Uncertainty for Misclassification Detection.

Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection.

Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection.

Eduardo Dadalto Câmara Gomes, Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida

CoRR, 2023

2022

Beyond Mahalanobis-Based Scores for Textual OOD Detection.

Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida

CoRR, 2022

Beyond Mahalanobis Distance for Textual OOD Detection.

Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Igeood: An Information Geometry Approach to Out-of-Distribution Detection.

Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

CSI-aided Robust Neural-based Decoders.

Meryem Benammar, Eduardo Dadalto Câmara Gomes, Pablo Piantanida

Proceedings of the 11th International Symposium on Topics in Coding, 2021