| Chessmix: spatial context data augmentation for remote sensing semantic segmentation MB Pereira, JA dos Santos 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2021 | 16* | 2021 |
| Joint prompt optimization of stacked llms using variational inference A Sordoni, E Yuan, MA Côté, M Pereira, A Trischler, Z Xiao, A Hosseini, ... Advances in Neural Information Processing Systems 36, 2024 | 14 | 2024 |
| An end-to-end framework for low-resolution remote sensing semantic segmentation MB Pereira, JA dos Santos 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 6-11, 2020 | 11 | 2020 |
| Multi-head adapter routing for cross-task generalization L Page-Caccia, EM Ponti, Z Su, M Pereira, N Le Roux, A Sordoni Advances in Neural Information Processing Systems 36, 56916-56931, 2023 | 10 | 2023 |
| Deep language networks: Joint prompt training of stacked llms using variational inference A Sordoni, X Yuan, MA Côté, M Pereira, A Trischler, Z Xiao, A Hosseini, ... arXiv preprint arXiv:2306.12509, 2023 | 10 | 2023 |
| Towards modular llms by building and reusing a library of loras O Ostapenko, Z Su, EM Ponti, L Charlin, NL Roux, M Pereira, L Caccia, ... arXiv preprint arXiv:2405.11157, 2024 | 9 | 2024 |
| Conditional reconstruction for open-set semantic segmentation I Nunes, MB Pereira, H Oliveira, JA dos Santos, M Poggi 2022 IEEE International Conference on Image Processing (ICIP), 946-950, 2022 | 9 | 2022 |
| How effective is super-resolution to improve dense labelling of coarse resolution imagery? MB Pereira, JA dos Santos 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2019 | 7 | 2019 |
| Facing the void: Overcoming missing data in multi-view imagery G Machado, MB Pereira, K Nogueira, JA Dos Santos IEEE Access 11, 12547-12554, 2022 | 6 | 2022 |
| Multi-Head Adapter Routing for Data-Efficient Fine-Tuning L Caccia, E Ponti, L Liu, M Pereira, N Le Roux, A Sordoni arXiv preprint arXiv:2211.03831, 2022 | 6 | 2022 |
| Deep open-set segmentation in visual learning IM Nunes, M Poggi, H Oliveira, MB Pereira, JA Dos Santos 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022 | 3 | 2022 |
| Fuss: Fusing superpixels for improved segmentation consistency I Nunes, MB Pereira, H Oliveira, JAD Santos, M Poggi arXiv preprint arXiv:2206.02714, 2022 | 1 | 2022 |
| From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation CN Rodrigues, IM Nunes, MB Pereira, H Oliveira, JA dos Santos Computers & Graphics 123, 104014, 2024 | | 2024 |
| Automatic mapping of high-risk urban areas for Aedes aegypti infestation based on building facade image analysis C Laranjeira, M Pereira, R Oliveira, G Barbosa, C Fernandes, P Bermudi, ... PLOS Neglected Tropical Diseases 18 (6), e0011811, 2024 | | 2024 |
| FuSC: Fusing Superpixels for Improved Semantic Consistency I Nunes, MB Pereira, H Oliveira, JA Dos Santos IEEE Access, 2024 | | 2024 |
| ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation M Barros Pereira, JA dos Santos arXiv e-prints, arXiv: 2108.11535, 2021 | | 2021 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation M Barros Pereira, JA dos Santos arXiv e-prints, arXiv: 2003.07955, 2020 | | 2020 |
| Mapping the unseen: exploiting super-resolution for semantic segmentation in low-resolution images MB Pereira Universidade Federal de Minas Gerais, 2019 | | 2019 |
| Simulação e Otimização de Sistemas de Sinalização Semafórica MB Pereira, DL Pereira Anais do XIII Simpósio Brasileiro de Sistemas de Informação, 571-578, 2017 | | 2017 |
Jefersson A. dos SantosUniversity of Sheffield, UK - School of Computer Science在 sheffield.ac.uk 的电子邮件经过验证
Jefersson A. dos SantosUniversity of Sheffield, UK - School of Computer Science在 sheffield.ac.uk 的电子邮件经过验证