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Elif Vural
Observed names:
Elif VURAL,
Vural Elif,
Vural, E.,
Vural, Elif
Institution:
Middle East Technical University
Observed institutions:
Institut national de recherche en sciences et technologies du numérique,
Ankara University,
Middle East Technical University,
GIPSA-Lab,
Centre Inria de l'Université de Rennes,
École Polytechnique Fédérale de Lausanne,
Université Grenoble Alpes
show all 7
ORCID:
0000-0002-5491-2588
Observed ORCID:
0000-0002-5491-2588
OpenAlex ID:
A5023308958
Domain Adaptation on Graphs by Learning Aligned Graph Bases
2020
·
Mehmet Pilanci
, Elif Vural
·
IEEE Transactions on Knowledge and Data Engineering
·
57
PDF
Partial light field tomographic reconstruction from a fixed-camera focal stack
2015
·
Mousnier, A.
, Vural, E.
, et al.
·
arXiv (Cornell University)
·
57
PDF
Out-of-Sample Generalizations for Supervised Manifold Learning for Classification
2016
·
Elif Vural
, Christine Guillemot
·
IEEE Transactions on Image Processing
·
34
PDF
Nonlinear supervised dimensionality reduction via smooth regular embeddings
2018
·
Cem Örnek
, Elif Vural
·
Pattern Recognition
·
30
PDF
Analysis of Airborne LiDAR Point Clouds With Spectral Graph Filtering
2018
·
Eda Bayram
, Pascal Frossard
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
27
A study of the classification of low-dimensional data with supervised manifold learning
2015
·
Vural, Elif
, Guillemot, Christine
·
arXiv (Cornell University)
·
15
PDF
1 Learning Smooth Pattern Transformation Manifolds
2013
·
Elif Vural
, Pascal Frossard
·
12
Analysis of Descent-Based Image Registration
2013
·
Elif Vural
, Pascal Frossard
·
SIAM Journal on Imaging Sciences
·
12
PDF
Mask Combination of Multi-Layer Graphs for Global Structure Inference
2020
·
Eda Bayram
, Dorina Thanou
, et al.
·
IEEE Transactions on Signal and Information Processing over Networks
·
11
Geometry-Aware Neighborhood Search for Learning Local Models for Image Superresolution
2016
·
Julio Cesar Ferreira
, Elif Vural
, et al.
·
IEEE Transactions on Image Processing
·
8
PDF
Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm
2021
·
Semih Kaya
, Elif Vural
·
IEEE Transactions on Image Processing
·
7
PDF
Generalization Bounds for Domain Adaptation Via Domain Transformations
2018
·
Elif Vural
·
Machine learning for signal processing ...
·
7
Discretization of Parametrizable Signal Manifolds
2011
·
Elif Vural
, Pascal Frossard
·
IEEE Transactions on Image Processing
·
7
PDF
Multi-Modal Learning With Generalizable Nonlinear Dimensionality Reduction
2019
·
Semih Kaya
, Elif Vural
·
Proceedings - International Conference on Image Processing
·
5
Domain adaptation via transferring spectral properties of label functions on graphs
2016
·
Mehmet Pilanci
, Elif Vural
·
Multidimensional Signal Processing Workshop
·
5
Locally Stationary Graph Processes
2024
·
Abdullah Canbolat
, Elif Vural
·
IEEE Transactions on Signal Processing
·
4
PDF
Learning Graph ARMA Processes From Time-Vertex Spectra
2023
·
Eylem Tuğçe Güneyi
, Berkay Yaldız
, et al.
·
IEEE Transactions on Signal Processing
·
4
PDF
Domain adaptation on graphs by learning graph topologies: theoretical analysisand an algorithm
2019
·
Elif VURAL
·
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
·
4
Estimating Partially Observed Graph Signals by Learning Spectrally Concentrated Graph Kernels
2021
·
Gulce Turhan
, Elif Vural
·
Machine learning for signal processing ...
·
3
Approximation of pattern transformation manifolds with parametric dictionaries
2011
·
Elif Vural
, Pascal Frossard
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
3
PDF
Learning pattern transformation manifolds with parametric atom selection
2011
·
Elif Vural
, Pascal Frossard
·
Infoscience (Ecole Polytechnique Fédérale de Lausanne)
·
3
PDF
Outlier Removal for Sparse 3D Reconstruction from Video
2008
·
Elif Vural
, A. Aydin Alatan
·
3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video
·
3
Graph domain adaptation with localized graph signal representations
2024
·
Yusuf Yiğit Pilavcı
, Eylem Tuğçe Güneyi
, et al.
·
Pattern Recognition
·
2
PDF
Learning Parametric Time-Vertex Graph Processes from Incomplete Realizations
2021
·
Eylem Tugce Guneyi
, Abdullah Canbolat
, et al.
·
Machine learning for signal processing ...
·
2
A Study of Image Analysis with Tangent Distance
2014
·
Vural, Elif
, Frossard, Pascal
·
arXiv (Cornell University)
·
2
PDF
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Works count:
65
Citation count:
340
H-index:
9
I10-index:
9
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