Samuel G. Fadel

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Interpolation Methods

High Dimensional Problems

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Friederike Baier, Sebastian Mair, Samuel G. Fadel
Self-supervised Siamese Autoencoders. IDA (1) (2024)
Ahcène Boubekki, Samuel G. Fadel, Sebastian Mair
Leveraging Activations for Superpixel Explanations. CoRR (2024)
Friederike Baier, Sebastian Mair, Samuel G. Fadel
Self-Supervised Siamese Autoencoders. CoRR (2023)
Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld
Principled Interpolation in Normalizing Flows. ECML/PKDD (2) (2021)
Samuel G. Fadel, Ricardo da Silva Torres
Neural relational inference for disaster multimedia retrieval. Multim. Tools Appl. 79 (35-36) (2020)
Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld
Principled Interpolation in Normalizing Flows. CoRR (2020)
Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres
Exploiting ConvNet Diversity for Flooding Identification. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Tácito T. A. T. Neves, Samuel G. Fadel, Gladys M. H. Mamani, Francisco M. Fatore, Fernando Vieira Paulovich
UPDis: A user-assisted projection technique for distance information. Inf. Vis. 17 (4) (2018)
Rafael de Oliveira Werneck, Ícaro C. Dourado, Samuel G. Fadel, Salvatore Tabbone, Ricardo da Silva Torres
Graph-Based Early-Fusion for Flood Detection. ICIP (2018)
Samuel G. Fadel, Ricardo da Silva Torres
Link Prediction in Dynamic Graphs for Recommendation. CoRR (2018)
Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea
Visualizing the Hidden Activity of Artificial Neural Networks. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres
Data-Driven Flood Detection using Neural Networks. MediaEval (2017)
Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres
Exploiting ConvNet Diversity for Flooding Identification. CoRR (2017)
Javier A. V. Muñoz, Lin Tzy Li, Ícaro C. Dourado, Keiller Nogueira, Samuel G. Fadel, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Luís A. M. Pereira, Rodrigo Tripodi Calumby, Jefersson A. dos Santos, Ricardo da Silva Torres
RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. MediaEval (2016)
Tácito Trindade de Araújo Tiburtino Neves, Samuel G. Fadel, Danilo Barbosa Coimbra, Fernando Vieira Paulovich
Análise Visual utilizando Projeções Multidimensionais. RITA 22 (2) (2015)
Samuel G. Fadel, Francisco M. Fatore, Felipe S. L. G. Duarte, Fernando Vieira Paulovich
LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces. Neurocomputing 150 (2015)
Felipe S. L. G. Duarte, Fabio Sikansi, Francisco M. Fatore, Samuel G. Fadel, Fernando Vieira Paulovich
Nmap: A Novel Neighborhood Preservation Space-filling Algorithm. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)