Methods › General › Discriminators › NIMA

Neural Image Assessment

NIMA

8 papers tagged archive 2025-07-28

Introduced by Hossein Talebi et al. in NIMA: Neural Image Assessment

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

In the context of image enhancement, maximizing NIMA score as a prior can increase the likelihood of enhancing perceptual quality of an image.

Paper Source

Papers archive 2025-07-28

8 shown of 8, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Sem-CS: Semantic CLIPStyler for Text-Based Image Style Transfer
12 Jul 2023 · 1 repository · arXiv:2307.05934
SEM-CS: Semantic CLIPStyler for Text-Based Image Style Transfer
11 Mar 2023 · 0 repositories · arXiv:2303.06334
Video compression dataset and benchmark of learning-based video-quality metrics
22 Nov 2022 · 1 repository · arXiv:2211.12109
Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics
1 Nov 2022 · 1 repository · arXiv:2211.00366
Real-World Super-Resolution of Face-Images from Surveillance Cameras
5 Feb 2021 · 0 repositories · arXiv:2102.03113
mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography
25 May 2020 · 0 repositories · arXiv:2005.11926
Automated Deep Photo Style Transfer
12 Jan 2019 · 1 repository · arXiv:1901.03915
NIMA: Neural Image Assessment
15 Sep 2017 · 12 repositories · arXiv:1709.05424

Tasks archive 2025-07-28

15 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Style Transfer	4
Image Quality Assessment	3
Video Quality Assessment	2
Adversarial Attack	1
Aesthetics Quality Assessment	1
Deep Learning	1
Generative Adversarial Network	1
Image Segmentation	1
Image Super-Resolution	1
Lesion Detection	1
No-Reference Image Quality Assessment	1
Segmentation	1
Semantic Segmentation	1
Super-Resolution	1
Video Compression	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (8 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Discriminators

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections