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ORCIDSamuel G. Fadel
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2020 – today
- 2024
[c5]Friederike Baier, Sebastian Mair
, Samuel G. Fadel:
Self-supervised Siamese Autoencoders. IDA (1) 2024: 117-128- [i5]Ahcène Boubekki, Samuel G. Fadel, Sebastian Mair:
Leveraging Activations for Superpixel Explanations. CoRR abs/2406.04933 (2024) - 2023
- [i4]Friederike Baier, Sebastian Mair, Samuel G. Fadel:
Self-Supervised Siamese Autoencoders. CoRR abs/2304.02549 (2023) - 2021
- [c4]Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld:
Principled Interpolation in Normalizing Flows. ECML/PKDD (2) 2021: 116-131 - 2020
- [j7]Samuel G. Fadel, Ricardo da Silva Torres:
Neural relational inference for disaster multimedia retrieval. Multim. Tools Appl. 79(35-36): 26735-26746 (2020) - [i3]Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld:
Principled Interpolation in Normalizing Flows. CoRR abs/2010.12059 (2020)
2010 – 2019
- 2018
- [j6]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): 269-281 (2018) - [j5]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): 1446-1450 (2018) - [c3]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: 1048-1052 - [i2]Samuel G. Fadel, Ricardo da Silva Torres:
Link Prediction in Dynamic Graphs for Recommendation. CoRR abs/1811.07174 (2018) - 2017
- [j4]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): 101-110 (2017) - [c2]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 - [i1]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 abs/1711.03564 (2017) - 2016
- [c1]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 - 2015
- [j3]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: 546-556 (2015) - [j2]Tácito Trindade de Araújo Tiburtino Neves, Samuel G. Fadel, Danilo Barbosa Coimbra, Fernando Vieira Paulovich:
Análise Visual utilizando Projeções Multidimensionais. RITA 22(2): 258-288 (2015) - 2014
- [j1]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): 2063-2071 (2014)
Coauthor Index
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