Cássio Fraga Dantas

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Learning Algorithm

Sparse Representation

Top Venues

IEEE Signal Process. Lett.

Publications

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 (2024)
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) (2024)
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)
Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
Masking Strategies for Background Bias Removal in Computer Vision Models. CoRR (2023)
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)
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 (2023)
Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte
Expanding Boundaries of Gap Safe Screening. J. Mach. Learn. Res. 22 (2021)
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
Hyperspectral Image Denoising using Dictionary Learning. WHISPERS (2019)
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising. EUSIPCO (2019)
Cássio Fraga Dantas, Rémi Gribonval
Regularization. IEEE Trans. Signal Process. 67 (14) (2019)
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions. LVA/ICA (2018)
Cássio Fraga Dantas, Rémi Gribonval
Faster and Still Safe: Combining Screening Techniques and Structured Dictionaries to Accelerate the Lasso. ICASSP (2018)
Cássio Fraga Dantas, Rémi Gribonval
regularization. CoRR (2018)
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) (2017)