Methods › Computer Vision › Generative Models › ProGAN
Progressively Growing GAN
ProGAN
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
ProGAN, or Progressively Growing GAN, is a generative adversarial network that utilises a progressively growing training approach. The idea is to grow both the generator and discriminator progressively: starting from a low resolution, we add new layers that model increasingly fine details as training progresses.
Papers archive 2025-07-28
17 shown of 17, 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.
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Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective 28 May 2025 · 0 repositories · arXiv:2505.22604
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DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images 28 Apr 2025 · 1 repository · arXiv:2504.19876
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Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN 25 Nov 2024 · 0 repositories · arXiv:2411.16405
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Generation of Indian Sign Language Letters, Numbers, and Words 23 Oct 2024 · 1 repository
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Guided and Fused: Efficient Frozen CLIP-ViT with Feature Guidance and Multi-Stage Feature Fusion for Generalizable Deepfake Detection 25 Aug 2024 · 0 repositories · arXiv:2408.13697
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Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model 1 Jul 2024 · 0 repositories · arXiv:2407.00967
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ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale 3 Apr 2024 · 0 repositories · arXiv:2404.02990
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Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection 27 Dec 2023 · 2 repositories · arXiv:2312.16649Syntology ran 6 of 7 samples · 1 unverified
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Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration 1 Jan 2023 · 1 repository
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Diffusion Probabilistic Models beat GANs on Medical Images 14 Dec 2022 · 1 repository · arXiv:2212.07501
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Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training 23 Feb 2021 · 1 repository · arXiv:2102.11433
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PREGAN: Pose Randomization and Estimation for Weakly Paired Image Style Translation 31 Oct 2020 · 1 repository · arXiv:2011.00301
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Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs 7 Oct 2020 · 1 repository · arXiv:2010.03975
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The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement 24 Aug 2020 · 1 repository · arXiv:2008.10599Syntology ran 7 of 21 samples · 14 unverified
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Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses 26 Jan 2020 · 0 repositories · arXiv:2001.09528
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Metropolis-Hastings Generative Adversarial Networks 28 Nov 2018 · 4 repositories · arXiv:1811.11357Syntology ran 5 of 10 samples · 5 unverified · 3 pointer-only (licence)
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Progressive Growing of GANs for Improved Quality, Stability, and Variation 27 Oct 2017 · 115 repositories · arXiv:1710.10196Syntology ran 24 of 89 samples · 65 unverified · 19 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 34 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 |
|---|---|
| Image Generation | 6 |
| Generative Adversarial Network | 3 |
| Attribute | 2 |
| Data Augmentation | 2 |
| Face Generation | 2 |
| Synthetic Data Generation | 2 |
| Translation | 2 |
| Adversarial Defense | 1 |
| Breast Cancer Detection | 1 |
| Cancer Classification | 1 |
| Conditional Image Generation | 1 |
| DeepFake Detection | 1 |
| Denoising | 1 |
| Diagnostic | 1 |
| Disentanglement | 1 |
| Diversity | 1 |
| Ethics | 1 |
| Face Swapping | 1 |
| Fake Image Detection | 1 |
| Image-to-Image Translation | 1 |
Usage over time archive 2025-07-28
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
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