Samuel G. Fadel

20 papers B 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
VIKING: Deep variational inference with stochastic projections.
CoRR
Samuel G. Fadel, Hrittik Roy, Nicholas Krämer, Yevgen Zainchkovskyy, Stas Syrota, Alejandro Valverde Mahou, Carl Henrik Ek, Søren Hauberg
2024 J jnl
Explaining the Impact of Training on Vision Models via Activation Clustering.
CoRR
Ahcène Boubekki, Samuel G. Fadel, Sebastian Mair
2024 J jnl
Leveraging Activations for Superpixel Explanations.
CoRR
Ahcène Boubekki, Samuel G. Fadel, Sebastian Mair
2024 — conf
Self-supervised Siamese Autoencoders.
IDA (1)
Friederike Baier, Sebastian Mair, Samuel G. Fadel
2023 J jnl
Self-Supervised Siamese Autoencoders.
CoRR
Friederike Baier, Sebastian Mair, Samuel G. Fadel
2021 — —
Learning in non-euclidean domains : from graphs to generative modeling = Aprendizado em domínios não-euclidianos : de grafos à modelagem generativa
Samuel G. Fadel
2021 — conf
Principled Interpolation in Normalizing Flows.
ECML/PKDD (2)
Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld
2020 J jnl
Neural relational inference for disaster multimedia retrieval.
Multim. Tools Appl.
Samuel G. Fadel, Ricardo da Silva Torres
2020 J jnl
Principled Interpolation in Normalizing Flows.
CoRR
Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld
2018 J jnl
Exploiting ConvNet Diversity for Flooding Identification.
IEEE Geosci. Remote. Sens. Lett.
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
2018 B conf
Graph-Based Early-Fusion for Flood Detection.
ICIP
Rafael de Oliveira Werneck, Ícaro C. Dourado, Samuel G. Fadel, Salvatore Tabbone, Ricardo da Silva Torres
2018 J jnl
Link Prediction in Dynamic Graphs for Recommendation.
CoRR
Samuel G. Fadel, Ricardo da Silva Torres
2018 J jnl
UPDis: A user-assisted projection technique for distance information.
Inf. Vis.
Tácito T. A. T. Neves, Samuel G. Fadel, Gladys M. H. Mamani, Francisco M. Fatore, Fernando Vieira Paulovich
2017 — conf
Data-Driven Flood Detection using Neural Networks.
MediaEval
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
2017 J jnl
Exploiting ConvNet Diversity for Flooding Identification.
CoRR
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
2017 J jnl
Visualizing the Hidden Activity of Artificial Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea
2016 — conf
RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects.
MediaEval
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
2015 J jnl
Análise Visual utilizando Projeções Multidimensionais.
RITA
Tácito Trindade de Araújo Tiburtino Neves, Samuel G. Fadel, Danilo Barbosa Coimbra, Fernando Vieira Paulovich
2015 J jnl
LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces.
Neurocomputing
Samuel G. Fadel, Francisco M. Fatore, Felipe S. L. G. Duarte, Fernando Vieira Paulovich
2014 J jnl
Nmap: A Novel Neighborhood Preservation Space-filling Algorithm.
IEEE Trans. Vis. Comput. Graph.
Felipe S. L. G. Duarte, Fabio Sikansi, Francisco M. Fatore, Samuel G. Fadel, Fernando Vieira Paulovich