Cássio Fraga Dantas

24 papers A* 1A 1C 2Misc 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping.
CoRR
Babak Ghassemi, Cássio Fraga Dantas, Raffaele Gaetano, Dino Ienco, Omid Ghorbanzadeh, Emma Izquierdo-Verdiguier, Francesco Vuolo
2025 J jnl
Inherently Faithful Attention Maps for Vision Transformers.
CoRR
Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
2025 J jnl
Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration.
Mach. Learn.
Francisco Alejandro Mena, Dino Ienco, Cássio Fraga Dantas, Roberto Interdonato, Andreas Dengel
2024 J jnl
Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms.
Remote. Sens.
Saeideh Maleki, Nicolas N. Baghdadi, Sami Najem, Cássio Fraga Dantas, Hassan Bazzi, Dino Ienco
2024 A conf
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning.
BMVC
Dino Ienco, Cássio Fraga Dantas
2024 J jnl
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning.
CoRR
Dino Ienco, Cássio Fraga Dantas
2024 C conf
Joint Cloud Removal and Classification of Sentinel-2 Image Time Series for Agricultural Land Cover Mapping in Northern Benin.
IGARSS
Bruno Bio Nikki Sarè, Raffaele Gaetano, Roberto Interdonato, Yvon Carmen Hountondji, Dino Ienco, Cássio Fraga Dantas
2024 J jnl
Machine Learning-Based Summer Crops Mapping Using Sentinel-1 and Sentinel-2 Images.
Remote. Sens.
Saeideh Maleki, Nicolas N. Baghdadi, Hassan Bazzi, Cássio Fraga Dantas, Dino Ienco, Yasser Nasrallah, Sami Najem
2024 — conf
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers.
ECCV (85)
Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
2024 C conf
Rapeseed Fields Mapping Using Sentinel-1 Time Series.
IGARSS
Nicolas N. Baghdadi, Saeideh Maleki, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Dino Ienco, Mehrez Zribi
2024 J jnl
Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learning.
CoRR
Cássio Fraga Dantas, Raffaele Gaetano, Claudia Paris, Dino Ienco
2023 J jnl
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.
Saeideh Maleki, Nicolas N. Baghdadi, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Núria Pantaleoni Reluy, Dino Ienco, Mehrez Zribi
2023 — conf
Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification.
ECML/PKDD (7)
Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco
2023 J jnl
Masking Strategies for Background Bias Removal in Computer Vision Models.
CoRR
Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
2023 A* conf
PDiscoNet: Semantically consistent part discovery for fine-grained recognition.
ICCV
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
2021 J jnl
Expanding Boundaries of Gap Safe Screening.
J. Mach. Learn. Res.
Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte
2019 — —
Accelerating sparse inverse problems using structured approximations. (Approximations structurées pour l'accélération de problèmes inverses parcimonieux).
Cássio Fraga Dantas
2019 — conf
Hyperspectral Image Denoising using Dictionary Learning.
WHISPERS
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
2019 — conf
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising.
EUSIPCO
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
2019 J jnl
Stable Safe Screening and Structured Dictionaries for Faster ℓ
IEEE Trans. Signal Process.
Cássio Fraga Dantas, Rémi Gribonval
2018 Misc conf
Faster and Still Safe: Combining Screening Techniques and Structured Dictionaries to Accelerate the Lasso.
ICASSP
Cássio Fraga Dantas, Rémi Gribonval
2018 — conf
Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions.
LVA/ICA
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
2018 J jnl
Stable safe screening and structured dictionaries for faster 𝓁
CoRR
Cássio Fraga Dantas, Rémi Gribonval
2017 J jnl
Learning Dictionaries as a Sum of Kronecker Products.
IEEE Signal Process. Lett.
Cássio Fraga Dantas, Michele Nazareth da Costa, Renato da Rocha Lopes