ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss Via Meta-Learning

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Chelsea Finn, Pieter Abbeel, Sergey Levine · arXiv (Cornell University) · 2017 · 5.8K citations · Full text

Artificial Intelligence, Few-shot Learning, Fast Adaptation +15

Restormer: Efficient Transformer for High-Resolution Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 3.1K citations

Convolutional Neural Network, Engineering, Machine Learning +17

FusionGAN: A generative adversarial network for infrared and visible image fusion

Jiayi Ma, Wei Yu, Pengwei Liang et al. · Information Fusion · 2018 · 2K citations

Visible Image Fusion, Image Analysis, Machine Learning +7

DenseFuse: A Fusion Approach to Infrared and Visible Images

IEEE Transactions on Image Processing · 2018 · 1.7K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

U2Fusion: A Unified Unsupervised Image Fusion Network

IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 1.7K citations

Convolutional Neural Network, Machine Vision, Image Analysis +14