| Everything you wanted to know about deep learning for computer vision but were afraid to ask MA Ponti, LSF Ribeiro, TS Nazare, T Bui, J Collomosse 2017 30th SIBGRAPI conference on graphics, patterns and images tutorials …, 2017 | 203 | 2017 |
| Sketchformer: Transformer-based representation for sketched structure LSF Ribeiro, T Bui, J Collomosse, M Ponti Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 173 | 2020 |
| Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network T Bui, L Ribeiro, M Ponti, J Collomosse Computer Vision and Image Understanding 164, 27-37, 2017 | 107 | 2017 |
| Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression T Bui, L Ribeiro, M Ponti, J Collomosse Computers & Graphics 71, 77-87, 2018 | 82 | 2018 |
| Generalisation and sharing in triplet convnets for sketch based visual search T Bui, L Ribeiro, M Ponti, J Collomosse arXiv preprint arXiv:1611.05301, 2016 | 55 | 2016 |
| Generalization of feature embeddings transferred from different video anomaly detection domains FP dos Santos, LSF Ribeiro, MA Ponti Journal of Visual Communication and Image Representation 60, 407-416, 2019 | 44 | 2019 |
| Unsupervised representation learning using convolutional and stacked auto-encoders: a domain and cross-domain feature space analysis GB Cavallari, LSF Ribeiro, MA Ponti 2018 31st SIBGRAPI conference on graphics, patterns and images (SIBGRAPI …, 2018 | 44 | 2018 |
| Training deep networks from zero to hero: avoiding pitfalls and going beyond MA Ponti, FP dos Santos, LSF Ribeiro, GB Cavallari 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 9-16, 2021 | 17 | 2021 |
| Scene designer: a unified model for scene search and synthesis from sketch LSF Ribeiro, T Bui, J Collomosse, M Ponti Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 14 | 2021 |
| Deep manifold alignment for mid-grain sketch based image retrieval T Bui, L Ribeiro, M Ponti, J Collomosse Asian Conference on Computer Vision, 314-329, 2018 | 13 | 2018 |
| Sketch-an-anchor: Sub-epoch fast model adaptation for zero-shot sketch-based image retrieval LSF Ribeiro, MA Ponti arXiv preprint arXiv:2303.16769, 2023 | 7 | 2023 |
| Leveraging self-supervised learning for scene classification in child sexual abuse imagery PHV Valois, J Macedo, LSF Ribeiro, JA dos Santos, S Avila Forensic Science International: Digital Investigation 53, 301918, 2025 | 6* | 2025 |
| Mastering Scene Understanding: Scene Graphs to the Rescue C Caetano, LSF Ribeiro, C Laranjeira, GO dos Santos, A Barros, ... 2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 01-06, 2024 | 5 | 2024 |
| Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models T Coelho, LSF Ribeiro, J Macedo, JA dos Santos, S Avila Proceedings of the 2025 ACM Conference on Fairness, Accountability, and …, 2025 | 4 | 2025 |
| Neglected Risks: The Disturbing Reality of Children’s Images in Datasets and the Urgent Call for Accountability C Caetano, GO Santos, C Petrucci, A Barros, C Laranjeira, LSF Ribeiro, ... Proceedings of the 2025 ACM Conference on Fairness, Accountability, and …, 2025 | 3 | 2025 |
| Bearing failure prognostics using recurrent neural networks: A spectral data based architecture R Cosin, LSF Ribeiro, KC Branco 2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 91-96, 2023 | 3 | 2023 |
| Transformers-Based Few-Shot Learning for Scene Classification in Child Sexual Abuse Imagery T Coelho, LSF Ribeiro, J Macedo, JA dos Santos, S Avila Conference on Graphics, Patterns and Images (SIBGRAPI), 8-14, 2024 | 2 | 2024 |
| Scene designer: compositional sketch-based image retrieval with contrastive learning and an auxiliary synthesis task L Sampaio Ferraz Ribeiro, T Bui, J Collomosse, M Ponti Multimedia tools and applications 82 (24), 38117-38139, 2023 | 2 | 2023 |
| Child Sexual Abuse Datasets: A Systematic Review J Macedo, C Laranjeira, LSF Ribeiro, C Caetano, F Benevenuto, S Avila, ... | | 2025 |
| Transformed Multi-view 3D Shape Features with Contrastive Learning MVL Costa, SA da Silva, BC Benato, LSF Ribeiro, MA Ponti arXiv preprint arXiv:2510.19955, 2025 | | 2025 |
Moacir Antonelli PontiUniversidade de São Paulo | Mercado Libre Inc.Verified email at icmc.usp.br
