Keyword

image generation

Description: The creation of images from input data, instructions, or learned models, using computational methods such as generative artificial intelligence.

Primary topic: Generative Adversarial Networks and Image Synthesis (33%)

Related topics: Generative Adversarial Networks and Image Synthesis (33%), Computer Graphics and Visualization Techniques (9%)

Wikidata ID: wiki/Q113403137

OpenAlex ID: keywords/image-generation

Generative adversarial networks

2020 · Ian Goodfellow, Jean Pouget-Abadie, et al. · Communications of the ACM · 18,294

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

2018 · Richard Zhang, Phillip Isola, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 14,541

GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

2017 · Heusel, Martin, Ramsauer, Hubert, et al. · arXiv (Cornell University) · 8,365

Improved Techniques for Training GANs

2016 · Salimans, Tim, Goodfellow, Ian, et al. · arXiv (Cornell University) · 6,965

Multiscale structural similarity for image quality assessment

2004 · Z. Wang, E.P. Simoncelli, et al. · 6,240

Image Style Transfer Using Convolutional Neural Networks

2016 · Leon A. Gatys, Alexander S. Ecker, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 6,016

Least Squares Generative Adversarial Networks

2017 · Xudong Mao, Qing Li, et al. · IEEE International Conference on Computer Vision (ICCV) · 5,355

From few to many: illumination cone models for face recognition under variable lighting and pose

2001 · A.S. Georghiades, P.N. Belhumeur, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 4,916

Generative Adversarial Networks: An Overview

2018 · Antonia Creswell, Tom White, et al. · IEEE Signal Processing Magazine · 4,532

Spectral Normalization for Generative Adversarial Networks

2018 · Miyato, Takeru, Kataoka, Toshiki, et al. · arXiv (Cornell University) · 3,447

Diffusion Models Beat GANs on Image Synthesis

2021 · Dhariwal, Prafulla, Nichol, Alex · arXiv (Cornell University) · 3,361

Self-Attention Generative Adversarial Networks

2018 · Zhang, Han, Goodfellow, Ian, et al. · arXiv (Cornell University) · 3,353

2009 · Connelly Barnes, Eli Shechtman, et al. · ACM Transactions on Graphics · 2,882

Neural Discrete Representation Learning

2017 · Oord, Aaron van den, Vinyals, Oriol, et al. · arXiv (Cornell University) · 2,728

Attention mechanisms in computer vision: A survey

2022 · Meng-Hao Guo, Tian-Xing Xu, et al. · Computational Visual Media · 2,546

Denoising Diffusion Implicit Models

2020 · Song, Jiaming, Meng, Chenlin, et al. · arXiv (Cornell University) · 2,504

Zero-Shot Text-to-Image Generation

2021 · Ramesh, Aditya, Pavlov, Mikhail, et al. · arXiv (Cornell University) · 2,416

Scalable Diffusion Models with Transformers

2023 · William Peebles, Saining Xie · IEEE/CVF International Conference on Computer Vision (ICCV) · 2,259

An image synthesizer

1985 · Ken Perlin · ACM SIGGRAPH Computer Graphics · 2,110

Score-Based Generative Modeling through Stochastic Differential Equations

2020 · Song, Yang, Sohl-Dickstein, Jascha, et al. · arXiv (Cornell University) · 1,950

Diffusion Models in Vision: A Survey

2023 · Florinel-Alin Croitoru, Vlad Hondru, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,888

Single Image Dehazing via Multi-scale Convolutional Neural Networks

2016 · Wenqi Ren, Si Liu, et al. · Lecture notes in computer science · 1,877

1982 · Peter Podgorny, Stephen M. Kosslyn · The American Journal of Psychology · 1,818

Deconvolutional networks

2010 · Matthew D. Zeiler, Dilip Krishnan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,751

Elastically deformable models

1987 · Demetri Terzopoulos, John Platt, et al. · ACM SIGGRAPH Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH) · 1,716

Works count: 21,150

Citation count: 313,200