Elif Vural - RankMe

61 papers B 4Misc 4Journal 37Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Downlink channel covariance matrix estimation via representation learning with graph regularization. Digit. Signal Process. Melih Can Zerin, Elif Vural, Ali Özgür Yilmaz
2025	J	`jnl`	A Unified Analysis of Generalization and Sample Complexity for Semi-Supervised Domain Adaptation. CoRR Elif Vural, Hüseyin Karaca
2025	J	`jnl`	Graph Signal Inference by Learning Narrowband Spectral Kernels. CoRR Osman Furkan Kar, Gülce Turhan, Elif Vural
2024	—	`conf`	An Efficient Algorithm for Learning Locally Stationary Graph Processes. EUSIPCO Abdullah Canbolat, Elif Vural
2024	J	`jnl`	Downlink CCM Estimation via Representation Learning with Graph Regularization. CoRR Melih Can Zerin, Elif Vural, Ali Özgür Yilmaz
2024	J	`jnl`	Graph domain adaptation with localized graph signal representations. Pattern Recognit. Yusuf Yigit Pilavci, Eylem Tugçe Güneyi, Cemil Cengiz, Elif Vural
2024	J	`jnl`	Learning Graph ARMA Processes From Time-Vertex Spectra. IEEE Trans. Signal Process. Eylem Tugçe Güneyi, Berkay Yaldiz, Abdullah Canbolat, Elif Vural
2024	J	`jnl`	Locally Stationary Graph Processes. IEEE Trans. Signal Process. Abdullah Canbolat, Elif Vural
2023	—	`conf`	An Experimental Study of the Sample Complexity of Domain Adaptation. SIU Hüseyin Karaca, Özlem Akgül, Ömer Faruk Arslan, Atilla Can Aydemir, Firdevs Su Aydin, Enes Ata Ünsal, Elif Vural
2023	J	`jnl`	Learning Graph ARMA Processes from Time-Vertex Spectra. CoRR Eylem Tugçe Güneyi, Berkay Yaldiz, Abdullah Canbolat, Elif Vural
2023	J	`jnl`	Locally Stationary Graph Processes. CoRR Abdullah Canbolat, Elif Vural
2022	J	`jnl`	Domain Adaptation on Graphs by Learning Aligned Graph Bases. IEEE Trans. Knowl. Data Eng. Mehmet Pilanci, Elif Vural
2022	—	`conf`	Estimation of Locally Stationary Graph Processes from Incomplete Realizations. MLSP Abdullah Canbolat, Elif Vural
2022	—	`conf`	Estimation of Time-Varying Graph Signals by Learning Graph Dictionaries. SIU Abdullah Burak Acar, Elif Vural
2022	—	`conf`	Learning Graph Signal Representations with Narrowband Spectral Kernels. MLSP Osman Furkan Kar, Gülce Turhan, Elif Vural
2022	—	`conf`	Learning Narrowband Graph Spectral Kernels for Graph Signal Estimation. SIU Osman Furkan Kar, Gülce Turhan, Elif Vural
2022	—	`conf`	Learning Time-Vertex Dictionaries for Estimating Time-Varying Graph Signals. MLSP Abdullah Burak Acar, Elif Vural
2021	—	`conf`	Estimating Partially Observed Graph Signals by Learning Spectrally Concentrated Graph Kernels. MLSP Gülce Turhan, Elif Vural
2021	J	`jnl`	Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm. IEEE Trans. Image Process. Semih Kaya, Elif Vural
2021	—	`conf`	Learning Parametric Time-Vertex Graph Processes from Incomplete Realizations. MLSP Eylem Tugçe Güneyi, Abdullah Canbolat, Elif Vural
2020	J	`jnl`	Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm. CoRR Semih Kaya, Elif Vural
2020	J	`jnl`	Mask Combination of Multi-Layer Graphs for Global Structure Inference. IEEE Trans. Signal Inf. Process. over Networks Eda Bayram, Dorina Thanou, Elif Vural, Pascal Frossard
2019	—	`conf`	Cross-modal Representation Learning with Nonlinear Dimensionality Reduction. SIU Semih Kaya, Elif Vural
2019	—	`conf`	Domain Adaptation on Graphs via Frequency Analysis. SIU Mehmet Pilanci, Elif Vural
2019	—	`conf`	Domain Adaptation with Nonparametric Projections. SIU Elif Vural
2019	J	`jnl`	Domain adaptation on graphs by learning graph topologies: theoretical analysisand an algorithm. Turkish J. Electr. Eng. Comput. Sci. Elif Vural
2019	J	`jnl`	Graph Domain Adaptation with Localized Graph Signal Representations. CoRR Yusuf Yigit Pilavci, Eylem Tugçe Güneyi, Cemil Cengiz, Elif Vural
2019	J	`jnl`	Mask Combination of Multi-layer Graphs for Global Structure Inference. CoRR Eda Bayram, Dorina Thanou, Elif Vural, Pascal Frossard
2019	B	`conf`	Multi-Modal Learning With Generalizable Nonlinear Dimensionality Reduction. ICIP Semih Kaya, Elif Vural
2019	J	`jnl`	Nonlinear supervised dimensionality reduction via smooth regular embeddings. Pattern Recognit. Cem Ornek, Elif Vural
2018	J	`jnl`	Analysis of Airborne LiDAR Point Clouds With Spectral Graph Filtering. IEEE Geosci. Remote. Sens. Lett. Eda Bayram, Pascal Frossard, Elif Vural, A. Aydin Alatan
2018	J	`jnl`	Domain Adaptation on Graphs by Learning Aligned Graph Bases. CoRR Mehmet Pilanci, Elif Vural
2018	J	`jnl`	Domain Adaptation on Graphs by Learning Graph Topologies: Theoretical Analysis and an Algorithm. CoRR Elif Vural
2018	—	`conf`	Generalizable Supervised Manifold Learning via Lipschitz continuous interpolators. MLSP Cem Ornek, Elif Vural
2018	—	`conf`	Generalization Bounds for Domain Adaptation via Domain Transformations. MLSP Elif Vural
2018	J	`jnl`	Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification. CoRR Jeremy Aghaei Mazaheri, Elif Vural, Claude Labit, Christine Guillemot
2017	J	`jnl`	A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning. J. Mach. Learn. Res. Elif Vural, Christine Guillemot
2017	J	`jnl`	Nonlinear Supervised Dimensionality Reduction via Smooth Regular Embeddings. CoRR Cem Ornek, Elif Vural
2017	—	`conf`	Progressive clustering of manifold-modeled data based on tangent space variations. MLSP Gokhan Gokdogan, Elif Vural
2016	—	`conf`	Domain adaptation via transferring spectral properties of label functions on graphs. IVMSP Mehmet Pilanci, Elif Vural
2016	J	`jnl`	Geometry-Aware Neighborhood Search for Learning Local Models for Image Superresolution. IEEE Trans. Image Process. Júlio César Ferreira, Elif Vural, Christine Guillemot
2016	J	`jnl`	Out-of-Sample Generalizations for Supervised Manifold Learning for Classification. IEEE Trans. Image Process. Elif Vural, Christine Guillemot
2015	Misc	`conf`	A performance study of the tangent distance method in transformation-invariant image classification. ICASSP Elif Vural, Pascal Frossard
2015	J	`jnl`	A study of the classification of low-dimensional data with supervised manifold learning. CoRR Elif Vural, Christine Guillemot
2015	J	`jnl`	Geometry-Aware Neighborhood Search for Learning Local Models for Image Reconstruction. CoRR Júlio César Ferreira, Elif Vural, Christine Guillemot
2015	J	`jnl`	Out-of-sample generalizations for supervised manifold learning for classification. CoRR Elif Vural, Christine Guillemot
2015	J	`jnl`	Partial light field tomographic reconstruction from a fixed-camera focal stack. CoRR Antoine Mousnier, Elif Vural, Christine Guillemot
2014	J	`jnl`	Analysis of Image Registration with Tangent Distance. CoRR Elif Vural, Pascal Frossard
2014	J	`jnl`	Analysis of Image Registration with Tangent Distance. SIAM J. Imaging Sci. Elif Vural, Pascal Frossard
2014	Misc	`conf`	Transformation-invariant dictionary learning for classification with 1-Sparse representations. ICASSP Ahmet Caner Yuzuguler, Elif Vural, Pascal Frossard
2013	J	`jnl`	Analysis of Descent-Based Image Registration CoRR Elif Vural, Pascal Frossard
2013	J	`jnl`	Analysis of Descent-Based Image Registration. SIAM J. Imaging Sci. Elif Vural, Pascal Frossard
2013	J	`jnl`	Learning Smooth Pattern Transformation Manifolds. IEEE Trans. Image Process. Elif Vural, Pascal Frossard
2012	B	`conf`	Learning pattern transformation manifolds for classification. ICIP Elif Vural, Pascal Frossard
2011	B	`conf`	Alignment of uncalibrated images for multi-view classification. ICIP Sercan Ömer Arik, Elif Vural, Pascal Frossard
2011	Misc	`conf`	Approximation of pattern transformation manifolds with parametric dictionaries. ICASSP Elif Vural, Pascal Frossard
2011	J	`jnl`	Discretization of Parametrizable Signal Manifolds CoRR Elif Vural, Pascal Frossard
2011	J	`jnl`	Discretization of Parametrizable Signal Manifolds. IEEE Trans. Image Process. Elif Vural, Pascal Frossard
2011	J	`jnl`	Learning Smooth Pattern Transformation Manifolds CoRR Elif Vural, Pascal Frossard
2010	B	`conf`	Curvature analysis of pattern transformation manifolds. ICIP Elif Vural, Pascal Frossard
2010	Misc	`conf`	Distance-based discretization of parametric signal manifolds. ICASSP Elif Vural, Pascal Frossard