Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize

10 July 2017

Andrew P. Aitken

Papers citing "Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize"

31 / 31 papers shown

Title
DarkDeblur: Learning single-shot image deblurring in low-light condition S. Sharif R. A. Naqvi Farman Alic Mithun Biswas VLM 92 18 0 04 Mar 2025
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 30 6 0 29 Nov 2023
Improved Data Generation for Enhanced Asset Allocation: A Synthetic Dataset Approach for the Fixed Income Universe Szymon Kubiak Tillman Weyde Oleksandr Galkin Daniel Philps Ram Gopal 26 1 0 27 Nov 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 32 0 0 21 Jul 2023
Localization of Ultra-dense Emitters with Neural Networks A. Abdehkakha Craig Snoeyink 15 1 0 07 May 2023
Novel Building Detection and Location Intelligence Collection in Aerial Satellite Imagery Sandeep Singh Christian Wiles A. Bilal 27 0 0 06 Feb 2023
Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information Xudong Kang H. Xie Man-Leung Wong J. Qin 33 0 0 05 Dec 2022
Single-Image HDR Reconstruction by Multi-Exposure Generation Phuoc-Hieu Le Quynh Le Rang Nguyen Binh-Son Hua 3DV 34 24 0 28 Oct 2022
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 55 16 0 29 Jun 2022
AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig AI4Cl 24 8 0 02 Feb 2022
Perceptual cGAN for MRI Super-resolution Sahar Almahfouz Nasser Saqib Nizam Shamsi Valay Bundele Bhavesh Garg A. Sethi GAN MedIm 22 10 0 23 Jan 2022
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 29 12 0 27 Oct 2021
Addressing materials' microstructure diversity using transfer learning Aurèle Goetz Ali Riza Durmaz Martin Müller Akhil Thomas D. Britz P. Kerfriden C. Eberl OOD 22 21 0 29 Jul 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 32 2 0 04 Jan 2021
Upsampling artifacts in neural audio synthesis Jordi Pons Santiago Pascual Giulio Cengarle Joan Serrà 31 62 0 27 Oct 2020
Radiologist-level Performance by Using Deep Learning for Segmentation of Breast Cancers on MRI Scans Lukas Hirsch Yu Huang Shaojun Luo Carolina Rossi Saccarelli Roberto Lo Gullo ... Pierre Elnajjar Elizabeth A. Morris H. Makse Lucas C. Parra Elizabeth J. Sutton MedIm 11 32 0 21 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 59 43 0 05 Aug 2020
A Tailored Convolutional Neural Network for Nonlinear Manifold Learning of Computational Physics Data using Unstructured Spatial Discretizations John Tencer Kevin Potter AI4CE 18 13 0 11 Jun 2020
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image Boaz Arad Radu Timofte Ohad Ben-Shahar Yi Lin G. Finlayson Shai Givati Mohamed H. Sedky 54 122 0 07 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 13 91 0 15 Apr 2020
MXR-U-Nets for Real Time Hyperspectral Reconstruction Atmadeep Banerjee Akash Palrecha SupR 25 11 0 15 Apr 2020
Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNs Yuma Kinoshita Hitoshi Kiya 28 19 0 06 Feb 2020
FisheyeDistanceNet: Self-Supervised Scale-Aware Distance Estimation using Monocular Fisheye Camera for Autonomous Driving V. Kumar S. Hiremath Stefan Milz Christian Witt Clément Pinard S. Yogamani Patrick Mäder MDE 42 73 0 07 Oct 2019
A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression N. Savioli GAN 13 2 0 11 Jun 2019
Adversarial Augmentation for Enhancing Classification of Mammography Images Lukás Jendele Ondrej Skopek Anton S. Becker E. Konukoglu MedIm GAN 20 5 0 20 Feb 2019
DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama Shang-Ta Yang Fu-En Wang Chi-Han Peng Peter Wonka Min Sun Hung-Kuo Chu 3DPC 3DV 15 136 0 29 Nov 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 244 3,190 0 30 Oct 2016
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 195 5,176 0 16 Sep 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014