| 2026 | AAAI | Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning. | Magauiya Zhussip, Dmitriy Shopkhoev, Ammar Ali, Stamatios Lefkimmiatis |
| 2024 | IROS | GSLoc: Visual Localization with 3D Gaussian Splatting. | Kazii Botashev, Vladislav A. Pyatov, Gonzalo Ferrer, Stamatios Lefkimmiatis |
| 2024 | IROS | Robust Two-View Geometry Estimation with Implicit Differentiation. | Vladislav A. Pyatov, Iaroslav Koshelev, Stamatios Lefkimmiatis |
| 2023 | CVPR | Integral Neural Networks. | Kirill Solodskikh, Azim Kurbanov, Ruslan Aydarkhanov, Irina Zhelavskaya, Yury Parfenov, Dehua Song, Stamatios Lefkimmiatis |
| 2023 | ICLR | Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization. | Stamatios Lefkimmiatis, Iaroslav Koshelev |
| 2020 | ECCV | Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters. | Valeriya Pronina, Filippos Kokkinos, Dmitry V. Dylov, Stamatios Lefkimmiatis |
| 2019 | CVPR | Iterative Residual CNNs for Burst Photography Applications. | Filippos Kokkinos, Stamatios Lefkimmiatis |
| 2018 | CVPR | Universal Denoising Networks : A Novel CNN Architecture for Image Denoising. | Stamatios Lefkimmiatis |
| 2018 | ECCV | Deep Image Demosaicking Using a Cascade of Convolutional Residual Denoising Networks. | Filippos Kokkinos, Stamatios Lefkimmiatis |
| 2017 | CVPR | Non-local Color Image Denoising with Convolutional Neural Networks. | Stamatios Lefkimmiatis |
| 2014 | ICIP | High-performance 3D deconvolution of fluorescence micrographs. | Sander Kromwijk, Stamatios Lefkimmiatis, Michael Unser |
| 2012 | ICIP | A projected gradient algorithm for image restoration under Hessian matrix-norm regularization. | Stamatios Lefkimmiatis, Michael Unser |
| 2011 | ICIP | A second-order extension of TV regularization for image deblurring. | Zafer Dogan, Stamatios Lefkimmiatis, Aurlien Bourquard, Michael Unser |
| 2009 | ICIP | Poisson-Haar Transform: A nonlinear multiscale representation for photon-limited image denoising. | Stamatios Lefkimmiatis, George Papandreou, Petros Maragos |
| 2008 | ICASSP | Multisensor multiband cross-energy tracking for feature extraction and recognition. | Stamatios Lefkimmiatis, Petros Maragos, Athanassios Katsamanis |
| 2008 | ICIP | Photon-limited image denoising by inference on multiscale models. | Stamatios Lefkimmiatis, George Papandreou, Petros Maragos |
| 2007 | Interspeech | Multiband, multisensor robust features for noisy speech recognition. | Dimitrios Dimitriadis, Petros Maragos, Stamatios Lefkimmiatis |
| 2006 | Interspeech | An optimum microphone array post-filter for speech applications. | Stamatios Lefkimmiatis, Dimitrios Dimitriadis, Petros Maragos |