An optimum microphone array post-filter for speech applications. - Stamatios Lefkimmiatis; Dimitrios Dimitriadis; Petros Maragos (INTERSPEECH, 2006)

Multiband, multisensor robust features for noisy speech recognition. - Dimitrios Dimitriadis; Petros Maragos; Stamatios Lefkimmiatis (INTERSPEECH, 2007)

A generalized estimation approach for linear and nonlinear microphone array post-filters. - Stamatios Lefkimmiatis; Petros Maragos (Speech Commun., 2007)

Multisensor multiband cross-energy tracking for feature extraction and recognition. - Stamatios Lefkimmiatis; Petros Maragos; Athanassios Katsamanis (ICASSP, 2008)

Photon-limited image denoising by inference on multiscale models. - Stamatios Lefkimmiatis; George Papandreou; Petros Maragos (ICIP, 2008)

Poisson-Haar Transform: A nonlinear multiscale representation for photon-limited image denoising. - Stamatios Lefkimmiatis; George Papandreou; Petros Maragos (ICIP, 2009)

Bayesian Inference on Multiscale Models for Poisson Intensity Estimation: Applications to Photon-Limited Image Denoising. - Stamatios Lefkimmiatis; Petros Maragos; George Papandreou (IEEE Trans. Image Process., 2009)

A second-order extension of TV regularization for image deblurring. - Zafer Dogan; Stamatios Lefkimmiatis; Aurélien Bourquard; Michael Unser (ICIP, 2011)

A projected gradient algorithm for image restoration under Hessian matrix-norm regularization. - Stamatios Lefkimmiatis; Michael Unser (ICIP, 2012)

Hessian-based regularization for 3-D microscopy image restoration. - Stamatios Lefkimmiatis; Aurélien Bourquard; Michael Unser (ISBI, 2012)

A Hessian Schatten-Norm Regularization Approach For Solving Linear Inverse Problems - Stamatios Lefkimmiatis; John Paul Ward; Michael Unser (CoRR, 2012)

Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications. - Stamatios Lefkimmiatis; Aurélien Bourquard; Michael Unser (IEEE Trans. Image Process., 2012)

Benchmarking image-processing algorithms for biomicroscopy: Reference datasets and perspectives. - Daniel Sage; Hagai Kirshner; Cédric Vonesch; Stamatios Lefkimmiatis; Michael Unser (EUSIPCO, 2013)

3D Poisson microscopy deconvolution with Hessian Schatten-norm regularization. - Stamatios Lefkimmiatis; Michael Unser (ISBI, 2013)

Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems. - Stamatios Lefkimmiatis; Anastasios Roussos; Michael Unser; Petros Maragos (SSVM, 2013)

Poisson Image Reconstruction With Hessian Schatten-Norm Regularization. - Stamatios Lefkimmiatis; Michael Unser (IEEE Trans. Image Process., 2013)

Hessian Schatten-Norm Regularization for Linear Inverse Problems. - Stamatios Lefkimmiatis; John Paul Ward; Michael Unser (IEEE Trans. Image Process., 2013)

High-performance 3D deconvolution of fluorescence micrographs. - Sander Kromwijk; Stamatios Lefkimmiatis; Michael Unser (ICIP, 2014)

Vectorial non-local total variation regularization for calibration-free parallel MRI reconstruction. - Stamatios Lefkimmiatis; Andres Saucedo; Stanley J. Osher; Kyunghyun Sung (ISBI, 2015)

Structure Tensor Total Variation. - Stamatios Lefkimmiatis; Anastasios Roussos; Petros Maragos; Michael Unser (SIAM J. Imaging Sci., 2015)

Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data. - Emrah Bostan; Stamatios Lefkimmiatis; Orestis Vardoulis; Nikolaos Stergiopulos; Michael Unser (IEEE Signal Process. Lett., 2015)

Nonlocal Structure Tensor Functionals for Image Regularization. - Stamatios Lefkimmiatis; Stanley J. Osher (IEEE Trans. Computational Imaging, 2015)

Non-local Color Image Denoising with Convolutional Neural Networks. - Stamatios Lefkimmiatis (CVPR, 2017)

Universal Denoising Networks : A Novel CNN-based Network Architecture for Image Denoising. - Stamatios Lefkimmiatis (CoRR, 2017)

Improved Computational Efficiency of Locally Low Rank MRI Reconstruction Using Iterative Random Patch Adjustments. - Andres Saucedo; Stamatios Lefkimmiatis; Novena Rangwala; Kyunghyun Sung (IEEE Trans. Medical Imaging, 2017)

Universal Denoising Networks : A Novel CNN Architecture for Image Denoising. - Stamatios Lefkimmiatis (CVPR, 2018)

Deep Image Demosaicking Using a Cascade of Convolutional Residual Denoising Networks. - Filippos Kokkinos; Stamatios Lefkimmiatis (ECCV (14), 2018)

Iterative Residual Network for Deep Joint Image Demosaicking and Denoising. - Filippos Kokkinos; Stamatios Lefkimmiatis (CoRR, 2018)

Iterative Residual CNNs for Burst Photography Applications. - Filippos Kokkinos; Stamatios Lefkimmiatis (CVPR, 2019)

Iterative Joint Image Demosaicking and Denoising Using a Residual Denoising Network. - Filippos Kokkinos; Stamatios Lefkimmiatis (IEEE Trans. Image Process., 2019)

Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters. - Valeriya Pronina; Filippos Kokkinos; Dmitry V. Dylov; Stamatios Lefkimmiatis (ECCV (20), 2020)

Deconvolution of Image Sequences with a Learning FFT-based Approach. - Iaroslav Koshelev; Andrey Somov; Stamatios Lefkimmiatis; Antonio Jose Rodríguez-Sánchez (ISIE, 2020)

DeepRLS: A Recurrent Network Architecture with Least Squares Implicit Layers for Non-blind Image Deconvolution. - Iaroslav Koshelev; Daniil Selikhanovych; Stamatios Lefkimmiatis (CoRR, 2021)

Integral Neural Networks. - Kirill Solodskikh; Azim Kurbanov; Ruslan Aydarkhanov; Irina Zhelavskaya; Yury Parfenov; Dehua Song; Stamatios Lefkimmiatis (CVPR, 2023)

Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization. - Stamatios Lefkimmiatis; Iaroslav Koshelev (ICLR, 2023)

Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems. - Iaroslav Koshelev; Stamatios Lefkimmiatis (CoRR, 2023)

GSLoc: Visual Localization with 3D Gaussian Splatting. - Kazii Botashev; Vladislav A. Pyatov; Gonzalo Ferrer 001; Stamatios Lefkimmiatis (IROS, 2024)

Robust Two-View Geometry Estimation with Implicit Differentiation. - Vladislav A. Pyatov; Iaroslav Koshelev; Stamatios Lefkimmiatis (IROS, 2024)

A Modular Conditional Diffusion Framework for Image Reconstruction. - Magauiya Zhussip; Iaroslav Koshelev; Stamatios Lefkimmiatis (NeurIPS, 2024)

NeuSD: Surface Completion With Multi-View Text-to-Image Diffusion. - Savva Ignatyev; Daniil Selikhanovych; Oleg Voynov; Yiqun Wang 001; Peter Wonka; Stamatios Lefkimmiatis; Evgeny Burnaev (IEEE Access, 2025)

ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations. - Dmitriy Shopkhoev; Ammar Ali; Magauiya Zhussip; Valentin Malykh; Stamatios Lefkimmiatis; Nikos Komodakis; Sergey Zagoruyko (CoRR, 2025)

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning. - Magauiya Zhussip; Dmitriy Shopkhoev; Ammar Ali; Stamatios Lefkimmiatis (CoRR, 2025)