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ORCIDCássio Fraga Dantas
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2020 – today
- 2025
[j7]Cássio F. Dantas, Raffaelle Gaetano, Claudia Paris, Dino Ienco:
Reuse Out-of-Year Data to Enhance Land Cover Mapping via Feature Disentanglement and Contrastive Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 1681-1694 (2025)- 2024
- [j6]Saeideh Maleki, Nicolas N. Baghdadi
, Sami Najem, Cássio Fraga Dantas, Hassan Bazzi, Dino Ienco:
Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms. Remote. Sens. 16(3): 549 (2024) - [c13]Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos:
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers. ECCV (85) 2024: 256-272 - [c12]Bruno Bio Nikki Sarè, Raffaele Gaetano, Roberto Interdonato, Yvon Carmen Hountondji, Dino Ienco, Cássio Fraga Dantas:
Joint Cloud Removal and Classification of Sentinel-2 Image Time Series for Agricultural Land Cover Mapping in Northern Benin. IGARSS 2024: 4824-4827 - [c11]Nicolas N. Baghdadi, Saeideh Maleki, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Dino Ienco, Mehrez Zribi:
Rapeseed Fields Mapping Using Sentinel-1 Time Series. IGARSS 2024: 4836-4840 - [c10]Cássio F. Dantas, Raffaele Gaetano, Dino Ienco:
Semi-supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-labelling. ECML/PKDD (3) 2024: 440-456 - [i11]Cássio Fraga Dantas, Raffaele Gaetano, Claudia Paris, Dino Ienco:
Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learning. CoRR abs/2404.11114 (2024) - [i10]Cássio F. Dantas, Raffaele Gaetano, Dino Ienco:
Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling. CoRR abs/2406.14087 (2024) - [i9]Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos:
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers. CoRR abs/2407.04538 (2024) - [i8]Dino Ienco, Cássio Fraga Dantas:
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning. CoRR abs/2408.07080 (2024) - 2023
- [j5]Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte:
Sphere Refinement in Gap Safe Screening. IEEE Signal Process. Lett. 30: 608-612 (2023) - [j4]Saeideh Maleki, Nicolas N. Baghdadi, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Núria Pantaleoni Reluy, Dino Ienco, Mehrez Zribi:
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8884-8899 (2023) - [c9]Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos:
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. ICCV 2023: 1866-1876 - [c8]Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos:
Masking Strategies for Background Bias Removal in Computer Vision Models. ICCV (Workshops) 2023: 4399-4407 - [c7]Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco:
Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification. ECML/PKDD (7) 2023: 20-36 - [i7]Cássio F. Dantas, Diego Marcos, Dino Ienco:
Counterfactual Explanations for Land Cover Mapping in a Multi-class Setting. CoRR abs/2301.01520 (2023) - [i6]Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos:
Masking Strategies for Background Bias Removal in Computer Vision Models. CoRR abs/2308.12127 (2023) - [i5]Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos:
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR abs/2309.03173 (2023) - 2022
- [c6]Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter:
Benchopt: Reproducible, efficient and collaborative optimization benchmarks. NeurIPS 2022 - [i4]Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte:
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening. CoRR abs/2202.07258 (2022) - [i3]Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter:
Benchopt: Reproducible, efficient and collaborative optimization benchmarks. CoRR abs/2206.13424 (2022) - 2021
- [j3]Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte:
Expanding Boundaries of Gap Safe Screening. J. Mach. Learn. Res. 22: 236:1-236:57 (2021) - [c5]Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte:
Safe Screening for Sparse Regression with the Kullback-Leibler Divergence. ICASSP 2021: 5544-5548 - [i2]Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte:
Expanding boundaries of Gap Safe screening. CoRR abs/2102.10846 (2021)
2010 – 2019
- 2019
- [b1]Cássio Fraga Dantas:
Accelerating sparse inverse problems using structured approximations. (Approximations structurées pour l'accélération de problèmes inverses parcimonieux). University of Rennes 1, France, 2019 - [j2]Cássio Fraga Dantas, Rémi Gribonval:
Stable Safe Screening and Structured Dictionaries for Faster ℓ1 Regularization. IEEE Trans. Signal Process. 67(14): 3756-3769 (2019) - [c4]Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval:
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising. EUSIPCO 2019: 1-5 - [c3]Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval:
Hyperspectral Image Denoising using Dictionary Learning. WHISPERS 2019: 1-5 - 2018
- [c2]Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval:
Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions. LVA/ICA 2018: 456-466 - [c1]Cássio Fraga Dantas, Rémi Gribonval:
Faster and Still Safe: Combining Screening Techniques and Structured Dictionaries to Accelerate the Lasso. ICASSP 2018: 4069-4073 - [i1]Cássio Fraga Dantas, Rémi Gribonval:
Stable safe screening and structured dictionaries for faster 𝓁1 regularization. CoRR abs/1812.06635 (2018) - 2017
- [j1]Cássio Fraga Dantas, Michele Nazareth da Costa, Renato da Rocha Lopes:
Learning Dictionaries as a Sum of Kronecker Products. IEEE Signal Process. Lett. 24(5): 559-563 (2017)
Coauthor Index
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