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Samuel G. Fadel
Postdoc, Technical University of Denmark
Joined
April 2020
Names
Samuel G. Fadel
(Preferred)
,
Samuel Gomes Fadel
,
Samuel Fadel
,
Samuel Matthiesen
Emails
****@gmail.com
(Confirmed)
,
****@leuphana.de
(Confirmed)
,
****@nihil.ws
(Confirmed)
,
****@liu.se
(Confirmed)
,
****@liu.se
(Confirmed)
,
****@dtu.dk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Postdoc
Technical University of Denmark
(dtu.dk)
2024
–
Present
Postdoc
Linköping University
(liu.se)
2023
–
2024
Postdoc
Leuphana University
(leuphana.de)
2021
–
2023
PhD student
Universidade Estadual de Campinas
(unicamp.br)
2016
–
2021
Advisors, Relations & Conflicts
Postdoc Advisor
Søren Hauberg
2024
–
Present
Coauthor
Sebastian Mair
2019
–
Present
Postdoc Advisor
Fredrik Lindsten
2023
–
2024
Postdoc Advisor
Ulf Brefeld
2021
–
2023
PhD Advisor
Ricardo da Silva Torres
2016
–
2021
Expertise
uncertainty estimation
2023
–
Present
differential geometry
2022
–
Present
generative modelling
2019
–
Present
representation learning
2016
–
Present
geometric deep learning
2016
–
Present
unsupervised learning
2014
–
Present
information visualization
2013
–
2016
Publications
VIKING: Deep variational inference with stochastic projections
Samuel G. Fadel
,
Hrittik Roy
,
Nicholas Krämer
,
Yevgen Zainchkovskyy
,
Stas Syrota
,
Alejandro Valverde Mahou
,
Carl Henrik Ek
,
Søren Hauberg
NeurIPS 2025 poster
Readers:
Everyone
Explaining the Impact of Training on Vision Models via Activation Clustering
Ahcene Boubekki
,
Samuel G. Fadel
,
Sebastian Mair
Arxiv
Readers:
Everyone
Towards General Geometries for Embedding Knowledge Graphs
Samuel G. Fadel
,
Tino Paulsen
,
Sebastian Mair
ICML 2024 Workshop GRaM
Readers:
Everyone
Principled Interpolation in Normalizing Flows
Samuel G. Fadel
,
Sebastian Mair
,
Ricardo da Silva Torres
,
Ulf Brefeld
2021 (modified: 17 Apr 2023)
ECML/PKDD (2) 2021
Readers:
Everyone
Principled Interpolation in Normalizing Flows
Samuel G. Fadel
,
Sebastian Mair
,
Ricardo da Silva Torres
,
Ulf Brefeld
2020 (modified: 02 Oct 2024)
CoRR 2020
Readers:
Everyone
Neural relational inference for disaster multimedia retrieval
Samuel G. Fadel
,
Ricardo da Silva Torres
2020 (modified: 16 Sept 2021)
Multim. Tools Appl. 2020
Readers:
Everyone
Link Prediction in Dynamic Graphs for Recommendation
Samuel G. Fadel
,
Ricardo da Silva Torres
2018 (modified: 16 Sept 2021)
CoRR 2018
Readers:
Everyone
UPDis: A user-assisted projection technique for distance information
Tácito T. A. T. Neves
,
Samuel G. Fadel
,
Gladys M. H. Mamani
,
Francisco M. Fatore
,
Fernando Vieira Paulovich
2018 (modified: 16 Sept 2021)
Inf. Vis. 2018
Readers:
Everyone
Graph-Based Early-Fusion for Flood Detection
Rafael de Oliveira Werneck
,
Ícaro C. Dourado
,
Samuel G. Fadel
,
Salvatore Tabbone
,
Ricardo da Silva Torres
2018 (modified: 16 Sept 2021)
ICIP 2018
Readers:
Everyone
Exploiting ConvNet Diversity for Flooding Identification
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 (modified: 16 Sept 2021)
IEEE Geosci. Remote. Sens. Lett. 2018
Readers:
Everyone
View all 16 publications
Co-Authors
Ahcene Boubekki
Alejandro Valverde Mahou
Alexandre X. Falcão
Alexandru C. Telea
Carl Henrik Ek
Danilo Barbosa Coimbra
Fabio Sikansi
Felipe S. L. G. Duarte
Fernando Vieira Paulovich
Francisco M. Fatore
Gladys M. H. Mamani
Hrittik Roy
Javier A. V. Muñoz
Jefersson A. dos Santos
Jefersson Alex dos Santos
Keiller Nogueira
Lin Li
Lin Tzy Li
Nicholas Krämer
Otávio A. B. Penatti
Paulo E. Rauber
Rafael de Oliveira Werneck
Ricardo da Silva Torres
Rodrigo Tripodi Calumby
Salvatore Tabbone
View all 34 co-authors