Publications

Gomes, Inês, Moisés Santos, André Restivo, Carlos Soares, Luís F. Teixeira, Jan N. van Rijn, and Thomas Bäck. “Stress Testing the Decision Boundaries of Image Classifiers via Latent Diffusion”. In Under Review. 2026.

Gomes, Inês, Cátia Teixeira, Jan N. van Rijn, Luís F. Teixeira, Thomas Bäck, and Carlos Soares. “Hubris Benchmarking with AmbiGANs: Generating Ambiguous Data to Evaluate Overconfidence in Binary Image Classifiers”. In Under Review. 2026.

Teixeira, Cátia, Inês Gomes, Carlos Soares, and Jan N. van Rijn. “Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data”. In Discovery Science. 2025. 📄 preprint

Teixeira, Cátia, Inês Gomes, Luís Cunha, Carlos Soares, and Jan N. van Rijn. “GASTeNv2: Generative Adversarial Stress Testing Networks with Gaussian Loss”. In Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence. 2024. 📄 preprint

Gomes, Inês, Luís F. Teixeira, Jan N. Van Rijn, Carlos Soares, André Restivo, Luís Cunha, and Moisés Santos. “Finding Patterns in Ambiguity: Intrepretable Stress Testing in the Decision Boundary”. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 8316-8321. 2024. 📄 preprint

Gomes, Inês, Rui Correia, Jorge Ribeiro, and João Freitas. “Effort estimation in named entity tagging tasks”. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pp. 298-306. 2020.