Transformer-based No-Reference Image Quality Assessment via Supervised
Contrastive Learning

Transformer-based No-Reference Image Quality Assessment via Supervised Contrastive Learning

12 December 2023

Papers citing "Transformer-based No-Reference Image Quality Assessment via Supervised Contrastive Learning"

12 / 12 papers shown

Title
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 209 666 0 12 Aug 2021
Transformer for Image Quality Assessment Junyong You J. Korhonen ViT 169 186 0 30 Dec 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 350 18,739 0 13 Feb 2020
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality Zhenqiang Ying Haoran Niu Praful Gupta D. Mahajan Deepti Ghadiyaram A. Bovik 72 306 0 20 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 187 12,073 0 13 Nov 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 105 567 0 14 Oct 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 84 664 0 05 Jul 2019
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 215 16,528 0 17 Jul 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 249 3,289 0 21 Mar 2018
A Probabilistic Quality Representation Approach to Deep Blind Image Quality Prediction Huiyu Zeng Lei Zhang A. Bovik 62 78 0 28 Aug 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 277 19,981 0 07 Oct 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,293 0 25 Apr 2016