Search Results - data-driven unconditional generative image modeling

Analyzing and Improving the Image Quality of StyleGAN 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Authors: Karras, T. Laine, Samuli Aittala, M. et al.

Source: IEEE Computer Society Conference on Computer Vision and Pattern Recognition. :8107-8116

Subject Terms: ta113, Modulation, Measurement, Standards, unconditional image modeling, data visualisation, generator normalization, style-based GAN architecture, data-driven unconditional generative image modeling, distribution quality metrics, unsupervised learning, Convolution, Generators, StyleGAN architecture, perceived image quality, Image resolution, Training, neural net architecture, image coding, image resolution

Access URL: http://juuli.fi/Record/0371030520

A Domain-Guided Noise-Optimization-Based Inversion Method for Facial Image Manipulation.

Authors: Yang, Nan Zheng, Zeyu Zhou, Mengchu et al.

Source: IEEE Transactions on Image Processing; 2021, Vol. 30, p6198-6211, 14p

Subject Terms: IMAGE fusion, IMAGE reconstruction, GENERATIVE adversarial networks

3DGH: 3D Head Generation with Composable Hair and Face.

Authors: HE, CHENGAN LI, JUNXUAN KIRSCHSTEIN, TOBIAS et al.

Source: ACM Transactions on Graphics; Aug2025, Vol. 44 Issue 4, p1-12, 12p

Subject Terms: PROBABILISTIC generative models

Implementation of a Conditional Latent Diffusion-Based Generative Model to Synthetically Create Unlabeled Histopathological Images.

Authors: Rumman, Mahfujul Islam Ono, Naoaki Ohuchida, Kenoki et al.

Source: Bioengineering (Basel); Jul2025, Vol. 12 Issue 7, p764, 21p

Subject Terms: HISTOPATHOLOGY, DEEP learning, PROBABILISTIC generative models, CLUSTERING algorithms, GENERATIVE adversarial networks, MEDICAL technology

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.

Authors: Zhang, Han Xu, Tao Li, Hongsheng et al.

Source: IEEE Transactions on Pattern Analysis & Machine Intelligence; Aug2019, Vol. 41 Issue 8, p1947-1962, 16p

Subject Terms: TREE branches, IMAGE, GALLIUM nitride

Generative Subsurface Flow Modeling With Pretrained Diffusion Model and Training‐Free Knowledge Alignment.

Authors: Wang, Zhongzheng Chen, Yuntian Wang, Nanzhe et al.

Source: Geophysical Research Letters; 11/28/2025, Vol. 52 Issue 22, p1-12, 12p

Subject Terms: PROBABILISTIC generative models, STOCHASTIC models, GENERATIVE artificial intelligence, POROUS materials, MONTE Carlo method, UNCERTAINTY (Information theory), GROUNDWATER flow

Generative artificial intelligence for ophthalmic images: developments, applications and challenges.

Authors: Li, Tingyao Wang, Zheyuan Jiang, Zehua et al.

Source: Visual Computer; Sep2025, Vol. 41 Issue 12, p9601-9627, 27p

Subject Terms: GENERATIVE artificial intelligence, ARTIFICIAL intelligence, DIAGNOSIS, DIAGNOSTIC services, DATA management, HEALTH care industry, EVALUATION methodology, EYE examination

Trajectory generative models: a survey from unconditional and conditional perspectives.

Authors: Zhu, Weiping Jiang, Renhe Li, Dongyuan et al.

Source: GeoInformatica; Oct2025, Vol. 29 Issue 4, p1033-1065, 33p

Subject Terms: GENERATIVE adversarial networks, INTELLIGENT transportation systems, STOCHASTIC models, TRAJECTORIES (Mechanics), PROBABILISTIC generative models

Efficient Diffusion Posterior Sampling for Noisy Inverse Problems.

Authors: Li, Ji Wang, Chao

Source: SIAM Journal on Imaging Sciences; 2025, Vol. 18 Issue 2, p1468-1492, 25p

Employing cross-domain modelings for robust object detection in dynamic environment of autonomous vehicles.

Authors: Rawlley, Oshin Gupta, Shashank Kathera, Hardik et al.

Source: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 20, p23211-23257, 47p

Subject Terms: ARTIFICIAL neural networks, GENERATIVE adversarial networks, OBJECT recognition (Computer vision), ARTIFICIAL intelligence, SENSORY perception

Generative AI in depth: A survey of recent advances, model variants, and real-world applications.

Authors: Yazdani, Shamim Singh, Akansha Saxena, Nripsuta et al.

Source: Journal of Big Data; 10/8/2025, Vol. 12 Issue 1, p1-43, 43p

Subject Terms: GENERATIVE artificial intelligence, GENERATIVE adversarial networks, PROBABILISTIC generative models, LATENT variables, ETHICAL problems, DEEP learning

A Survey of Data-Driven 2D Diffusion Models for Generating Images from Text.

Authors: Shun Fang

Source: EAI Endorsed Transactions on AI & Robotics; 2024, Vol. 3, p1-12, 12p

Subject Terms: LANGUAGE models, STOCK prices, AUTOMATION, HUMAN beings, ROBOTICS, DEEP learning, INTERNET of things, CLOUD computing

A pantograph-catenary arcing detection model for high-speed railway based on semantic segmentation and generative adversarial network.

Authors: Liu, Xiaohong Wang, Xiaoyu Quan, Wei et al.

Source: International Journal of Rail Transportation; Aug2025, Vol. 13 Issue 4, p773-794, 22p

Subject Terms: GENERATIVE adversarial networks, SUPERVISED learning, DIGITAL image processing, HIGH speed trains, CATENARY, PRIOR learning

Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic.

Authors: Durand, Charlotte Finn, Tobias Sebastian Farchi, Alban et al.

Source: Cryosphere; 2024, Vol. 18 Issue 4, p1791-1815, 25p

A Review of Deepfake and Its Detection: From Generative Adversarial Networks to Diffusion Models.

Authors: Liu, Baoping Liu, Bo Zhu, Tianqing et al.

Source: International Journal of Intelligent Systems; 5/19/2025, Vol. 2025, p1-32, 32p

Subject Terms: GENERATIVE adversarial networks, ARTIFICIAL intelligence, RESEARCH personnel, ALGORITHMS, DETECTORS

A comparative study of deepfake facial manipulation technique using generative adversarial networks.

Authors: Al Kishri, Wasin Yousif, Jabar H. Al Bahri, Mahmood et al.

Source: Discover Artificial Intelligence; 6/17/2025, Vol. 5 Issue 1, p1-26, 26p

Subject Terms: DEEPFAKES, GENERATIVE adversarial networks, DETECTION algorithms, INFORMATION technology security, DIGITAL image editing, PRIVACY, IMAGE processing

Analyzing and Improving the Image Quality of StyleGAN

Authors: Karras, Tero Laine, Samuli Aittala, Miika et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Electrical Engineering and Systems Science - Image and Video Processing, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/1912.04958

Effects of Biases in Geometric and Physics-Based Imaging Attributes on Classification Performance.

Authors: Rouhani, Bahman Tsotsos, John K.

Source: Journal of Imaging; Oct2025, Vol. 11 Issue 10, p333, 39p

Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms.

Authors: Demirci, Ozge Hannane, Jonas Zhu, Xinrong

Source: Management Science; Oct2025, Vol. 71 Issue 10, p8097-8108, 12p

Subject Terms: GENERATIVE artificial intelligence, CHATGPT, LABOR demand, FREELANCERS, AUTOMATION software, LABOR market

Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models

Authors: Baranwal, Tanish Lebert, Jan Christoph, Jan

Index Terms: Physics - Medical Physics, Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, Physics - Biological Physics, Quantitative Biology - Tissues and Organs, text

URL: http://arxiv.org/abs/2312.14830