Equivariant Imaging: Learning Beyond the Range Space

Equivariant Imaging: Learning Beyond the Range Space

26 March 2021

Julián Tachella

Mike E. Davies

Papers citing "Equivariant Imaging: Learning Beyond the Range Space"

15 / 15 papers shown

Title
Fully Unsupervised Dynamic MRI Reconstruction via Diffeo-Temporal Equivariance Andrew Wang Mike Davies MedIm 21 2 0 11 Oct 2024
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds Hong Ye Tan Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb 47 0 0 13 Aug 2024
From Learning to Optimize to Learning Optimization Algorithms Camille Castera Peter Ochs 38 1 0 28 May 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 52 1 0 08 Apr 2024
GLIMPSE: Generalized Local Imaging with MLPs AmirEhsan Khorashadizadeh Valentin Debarnot Tianlin Liu Ivan Dokmanić 19 0 0 01 Jan 2024
Rotational Augmented Noise2Inverse for Low-dose Computed Tomography Reconstruction Hang Xu A. Perelli 8 1 0 19 Dec 2023
What's in a Prior? Learned Proximal Networks for Inverse Problems Zhenghan Fang Sam Buchanan Jeremias Sulam 20 11 0 22 Oct 2023
Deep Physics-Guided Unrolling Generalization for Compressed Sensing Bin Chen Jie Song Jingfen Xie Jian Andrew Zhang AI4CE 11 14 0 18 Jul 2023
Single-photon Image Super-resolution via Self-supervised Learning Yiwei Chen Chenbo Jiang Yu Pan 11 2 0 03 Mar 2023
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction Hengrong Lan Lijie Huang Zhiqiang Li Jing Lv Jianwen Luo ViT OOD 14 1 0 17 Jan 2023
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems Julián Tachella Dongdong Chen Mike Davies SSL 17 22 0 23 Mar 2022
Rotationally Equivariant Super-Resolution of Velocity Fields in Two-Dimensional Fluids Using Convolutional Neural Networks Y. Yasuda R. Onishi 8 4 0 22 Feb 2022
Equivariance Regularization for Image Reconstruction Junqi Tang 13 2 0 10 Feb 2022
Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements Dongdong Chen Julián Tachella Mike E. Davies OOD 9 59 0 25 Nov 2021
Improving Transformation Invariance in Contrastive Representation Learning Adam Foster Rattana Pukdee Tom Rainforth 46 22 0 19 Oct 2020