Is the deconvolution layer the same as a convolutional layer?

Is the deconvolution layer the same as a convolutional layer?

22 September 2016

Andrew P. Aitken

Papers citing "Is the deconvolution layer the same as a convolutional layer?"

16 / 16 papers shown

Title
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 178 0 0 04 May 2025
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution J. Fu Hong Wang Qi Xie Qian Zhao Deyu Meng Zongben Xu SupR 144 26 0 21 Sep 2022
Deep GAN-Based Cross-Spectral Cross-Resolution Iris Recognition Moktari Mostofa S. Mohamadi J. Dawson Nasser M. Nasrabadi GAN 18 25 0 03 Aug 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Lightweight Modules for Efficient Deep Learning based Image Restoration A. Lahiri Sourav Bairagya Sutanu Bera Siddhant Haldar P. Biswas SupR 26 36 0 11 Jul 2020
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection Oliver Rippel Patrick Mertens Dorit Merhof 27 236 0 28 May 2020
4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics E. Ferdian Avan Suinesiaputra D. Dubowitz Debbie Zhao Alan Q. Wang B. Cowan Alistair Young AI4CE 15 91 0 15 Apr 2020
What Information Does a ResNet Compress? L. N. Darlow Amos Storkey SSL 30 11 0 13 Mar 2020
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 30 24 0 18 Dec 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 21 405 0 16 Apr 2019
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 16 1 0 07 Oct 2018
DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels Paul Guerrero H. Winnemöller Wilmot Li Niloy J. Mitra MDE 19 7 0 22 May 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 216 5,176 0 16 Sep 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 20 1,310 0 02 Jun 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014