Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss. - Mario Mallea; Ricardo Ñanculef; Mauricio Araya (DS, 2023)

Recovering Latent Hierarchical Relationships in Image Datasets Through Hyperbolic Embeddings. - Ian Roberts; Mauricio Araya; Ricardo Ñanculef; Mario Mallea (CIARP (1), 2024)

Adversarial Pairwise Multimodal Recommendation. - Mario Mallea; Ricardo Ñanculef; Denis Parra (IJCNN, 2024)

Alternatives to Shallow Autoencoders for Collaborative Filtering. - Mario Mallea; Àngela Nebot; Francisco Mugica (DaWaK, 2025)

Intramodal consistency in triplet-based cross-modal learning for image retrieval. - Mario Mallea; Ricardo Ñanculef; Mauricio Araya (Mach. Learn., 2025)