Cássio F. Dantas

19 papers A* 1Misc 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
SAHARA: Heterogeneous Semi-Supervised Transfer Learning With Adversarial Adaptation and Dynamic Pseudo-Labeling.
IEEE Geosci. Remote. Sens. Lett.
Giuseppe Guarino, Cássio F. Dantas, Dino Ienco, Raffaele Gaetano, Gemine Vivone, Matteo Ciotola, Giuseppe Scarpa
2025 J jnl
Multi-Sensor Model for Earth Observation Robust to Missing Data via Sensor Dropout and Mutual Distillation.
IEEE Access
Francisco Alejandro Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel
2025 J jnl
Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration.
CoRR
Francisco Alejandro Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel
2025 J jnl
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.
Cássio F. Dantas, Raffaelle Gaetano, Claudia Paris, Dino Ienco
2025 — conf
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation.
ECML/PKDD (4)
Roger Ferrod, Cássio F. Dantas, Luigi Di Caro, Dino Ienco
2025 J jnl
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation.
CoRR
Roger Ferrod, Cássio F. Dantas, Luigi Di Caro, Dino Ienco
2025 — conf
Transfer Land Cover Maps Across Years: A Time Series-based Semantic Segmentation Approach.
JURSE
Christopher Jabea, Roberto Interdonato, Cássio F. Dantas, Dino Ienco, Flavie Cernesson, Eric Barbe, Nadia Guiffant, Christiane Weber
2024 J jnl
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers.
CoRR
Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos
2024 J jnl
Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling.
CoRR
Cássio F. Dantas, Raffaele Gaetano, Dino Ienco
2024 — conf
Semi-supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-labelling.
ECML/PKDD (3)
Cássio F. Dantas, Raffaele Gaetano, Dino Ienco
2023 J jnl
Counterfactual Explanations for Land Cover Mapping in a Multi-class Setting.
CoRR
Cássio F. Dantas, Diego Marcos, Dino Ienco
2023 — conf
Masking Strategies for Background Bias Removal in Computer Vision Models.
ICCV (Workshops)
Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos
2023 J jnl
PDiscoNet: Semantically consistent part discovery for fine-grained recognition.
CoRR
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
2023 J jnl
Sphere Refinement in Gap Safe Screening.
IEEE Signal Process. Lett.
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2022 J jnl
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening.
CoRR
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2022 A* conf
Benchopt: Reproducible, efficient and collaborative optimization benchmarks.
NeurIPS
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
2022 J jnl
Benchopt: Reproducible, efficient and collaborative optimization benchmarks.
CoRR
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
2021 J jnl
Expanding boundaries of Gap Safe screening.
CoRR
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2021 Misc conf
Safe Screening for Sparse Regression with the Kullback-Leibler Divergence.
ICASSP
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte