Stamatios Lefkimmiatis
7 papers · 2017–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 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
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