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Deeply Learned Spectral Total Variation Decomposition

17 June 2020

T. G. Grossmann

Yury Korolev

Guy Gilboa

Carola-Bibiane Schönlieb

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Papers citing "Deeply Learned Spectral Total Variation Decomposition"

22 / 22 papers shown

Title
Nonlinear Spectral Geometry Processing via the TV Transform Marco Fumero Michael Moeller Emanuele Rodolà 33 17 0 07 Sep 2020
DeepXDE: A deep learning library for solving differential equations Lu Lu Xuhui Meng Zhiping Mao George Karniadakis PINN AI4CE 99 1,540 0 10 Jul 2019
Unsupervised Deep Learning Algorithm for PDE-based Forward and Inverse Problems Leah Bar N. Sochen 30 71 0 10 Apr 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Yossi Gandelsman Assaf Shocher Michal Irani 77 312 0 02 Dec 2018
Multi-level Wavelet-CNN for Image Restoration Pengju Liu Hongzhi Zhang Peng Sun Liang Lin W. Zuo SupR 65 651 0 18 May 2018
Learning Intrinsic Image Decomposition from Watching the World Zhengqi Li Noah Snavely 54 175 0 02 Apr 2018
Unsupervised Deep Single-Image Intrinsic Decomposition using Illumination-Varying Image Sequences Louis Lettry K. Vanhoey Luc van Gool 24 58 0 02 Mar 2018
A unified deep artificial neural network approach to partial differential equations in complex geometries Jens Berg K. Nystrom AI4CE 63 586 0 17 Nov 2017
Self-Supervised Intrinsic Image Decomposition Michael Janner Jiajun Wu Tejas D. Kulkarni Ilker Yildirim J. Tenenbaum 37 134 0 10 Nov 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 128 2,126 0 11 Oct 2017
DGM: A deep learning algorithm for solving partial differential equations Justin A. Sirignano K. Spiliopoulos AI4CE 93 2,066 0 24 Aug 2017
Learning a Variational Network for Reconstruction of Accelerated MRI Data Kerstin Hammernik Teresa Klatzer Erich Kobler M. Recht D. Sodickson Thomas Pock Florian Knoll 75 1,544 0 03 Apr 2017
Nonlinear Spectral Image Fusion Martin Benning Michael Möller R. Nossek Martin Burger Daniel Cremers Guy Gilboa Carola-Bibiane Schönlieb 58 25 0 23 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 360 27,244 0 20 Mar 2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,012 0 13 Aug 2016
Multiscale Segmentation via Bregman Distances and Nonlinear Spectral Analysis Leonie L. Zeune G. Dalum L. Terstappen S. Gils Christoph Brune 11 34 0 22 Apr 2016
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression T. Narihira Michael Maire Stella X. Yu 79 185 0 08 Dec 2015
Separation Surfaces in the Spectral TV Domain for Texture Decomposition D. Horesh Guy Gilboa MDE 50 19 0 15 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,819 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 424 43,814 0 01 May 2014