Stamatios Lefkimmiatis

7 papers · 2017–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

CVPR (3) ECCV (2) AAAI (1) ICLR (1)

Top co-authors

Filippos Kokkinos (2) Kirill Solodskikh (1) Iaroslav Sergeevich Koshelev (1) Ammar Ali (1) Valeriya Pronina (1) Dehua Song (1) Dmitry V. Dylov (1) Irina Zhelavskaya (1) Azim Kurbanov (1) Ruslan Aydarkhanov (1)

Keywords

model compression (2) convolutional neural network (2) image denoising (2) knowledge distillation (1) weight sharing (1) parameter efficiency (1) structural pruning (1) continuous representation (1) variational method (1) non-local filtering (1) inverse imaging (1) grayscale image (1) non-local processing (1) integral neural network (1) dictionary learning (1) color image (1) neural network architecture (1) attention mechanism (1)

Papers

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning AAAI 2026

Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization ICLR 2023

Integral Neural Networks CVPR 2023

Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters ECCV 2020

Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks ECCV 2018

Universal Denoising Networks : A Novel CNN Architecture for Image Denoising CVPR 2018

Non-Local Color Image Denoising With Convolutional Neural Networks CVPR 2017