gansformer
SteganoGAN
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| gansformer | SteganoGAN | |
|---|---|---|
| 7 | 1 | |
| 1,302 | 275 | |
| - | 0.4% | |
| 1.8 | 0.0 | |
| almost 2 years ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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gansformer
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[D] GANs + Transformer = SOTA compositional generator? Compositional Transformers for Scene Generation explained (5-minute summary by Casual GAN Papers)
Code for https://arxiv.org/abs/2111.08960 found: https://github.com/dorarad/gansformer
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Generative Adversarial Transformers [R]
As for whether the Ys are shared across layers, check the code.
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[Project] These players does not exist
I tested the gansformer (https://github.com/dorarad/gansformer) to generate football player faces. Here are some selected results (actually some of the images are real players):
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GANsformers: Scene Generation with Generative Adversarial Transformers š„
References: Paperāŗ: https://arxiv.org/pdf/2103.01209.pdf Codeāŗ: https://github.com/dorarad/gansformer Complete referenceāŗ: Drew A. Hudson and C. Lawrence Zitnick, Generative Adversarial Transformers, (2021), Published on Arxiv.
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[R] Generative Adversarial Transformers (2103.01209)
https://github.com/dorarad/gansformer/blob/148f72964219f8ead2621204bc5cfa89200b6879/training/network.py#L461
SteganoGAN
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SteganoGAN, GAN and image compression
Hi guys ! I'm trying to make steganography which is resistant to image compression. But being new in the world of GAN, I don't really know how to do it. I found that this project was very well written and interesting : https://github.com/DAI-Lab/SteganoGAN
What are some alternatives?
pytorch-generative - Easy generative modeling in PyTorch.
Stegano - A pure Python steganography module.
Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch - [ECCV 2022] Compositional Generation using Diffusion Models
tweetable-polyglot-png - Pack up to 3MB of data into a tweetable PNG polyglot file.
data-efficient-gans - [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
These-People-Do-Not-Exist - AI that generates human faces which have never been seen before. The future is now š
long-range-arena - Long Range Arena for Benchmarking Efficient Transformers
restyle-encoder - Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
gnn-lspe - Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
Keras-GAN - Keras implementations of Generative Adversarial Networks.
icl-ceil - [ICML 2023] Code for our paper āCompositional Exemplars for In-context Learningā.
hackingtool - ALL IN ONE Hacking Tool For Hackers