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huangsicong avatar

huangsicong/rate_distortionFork

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8 stars·1 fork·Python·3 viewsarxiv.org/pdf/2008.06653.pdf↗

Rate Distortion

Evaluating Lossy Compression Rates of Deep Generative Models

Features

  • GANs, VAEs, and AEs - Listed in the “GANs, VAEs, and AEs” section of the The Incredible Pytorch awesome list.

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Frequently asked questions

What does huangsicong/rate_distortion do?

Evaluating Lossy Compression Rates of Deep Generative Models

What are the main features of huangsicong/rate_distortion?

The main features of huangsicong/rate_distortion are: GANs, VAEs, and AEs.

What are some open-source alternatives to huangsicong/rate_distortion?

Open-source alternatives to huangsicong/rate_distortion include: ajbrock/biggan-pytorch — The author's officially unofficial PyTorch BigGAN implementation. caogang/wgan-gp — A pytorch implementation of Paper "Improved Training of Wasserstein GANs". catalyst-team/gan — Catalyst.GAN. csailvision/gandissect — Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/. dmitryulyanov/age — Code for the paper "Adversarial Generator-Encoder Networks". aitorzip/pytorch-cyclegan — A clean and readable Pytorch implementation of CycleGAN.