Comments (3)
Hi ylmao,
I implemented my version of Info-Wasserstein-GAN-Gradient Penalty-Consistency Term (Info-WGAN-GP-CT) in my repository: https://github.com/zhulingchen/deep-generative-models with Keras and TensorFlow (tested under the platform os Ubuntu 18.04 LTS, CUDA 9.2, cuDNN 7.2.1, Native compiled TensorFlow 1.10, Keras 2.2.2).
Note that "Consistency Term" comes from a recent ICLR 2018 paper: X. Wei, Z. Liu, L. Wang, and B. Gong, "Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect", International Conference on Learning Representations (ICLR), 2018..
Thank you!
from improved_wgan_training.
I implemented my version of Info-Wasserstein-GAN-Gradient Penalty-Consistency Term (Info-WGAN-GP-CT) in my repository: https://github.com/zhulingchen/deep-generative-models with Keras and TensorFlow (tested under the platform os Ubuntu 18.04 LTS, CUDA 9.2, cuDNN 7.2.1, Native compiled TensorFlow 1.10, Keras 2.2.2).
Hello.
The provided GitHub link is broken. Are you able to upload the code used for your paper again?
from improved_wgan_training.
Hi ylmao,
I implemented my version of Info-Wasserstein-GAN-Gradient Penalty-Consistency Term (Info-WGAN-GP-CT) in my repository: https://github.com/zhulingchen/deep-generative-models with Keras and TensorFlow (tested under the platform os Ubuntu 18.04 LTS, CUDA 9.2, cuDNN 7.2.1, Native compiled TensorFlow 1.10, Keras 2.2.2).
Note that "Consistency Term" comes from a recent ICLR 2018 paper: X. Wei, Z. Liu, L. Wang, and B. Gong, "Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect", International Conference on Learning Representations (ICLR), 2018..
Thank you!
Thanks!
from improved_wgan_training.
Related Issues (20)
- o._shape = TensorShape(new_shape) caused error in inception_score.py HOT 1
- Why the gradient penalty item decreases to zero and then grows to infinity ?
- inception_score.py: fixed the issue of ValueError "Cannot iterate over a shape with unknown rank"
- inception_score.py: ValueError in the method _init_inception() HOT 1
- Could it be possible to make the trained GAN publicly available?
- Mismatch between code and paper in the gradient penalty algorithm HOT 1
- Questions about the loss
- AttributeError: module '_pickle' has no attribute 'HIGHEST_PROTOCOL' HOT 1
- Error Conv2DCustomBackpropFilterOp only supports NHWC HOT 2
- Question of DEVICE in the gan_cifar10_resnet.py
- how to run itοΌ
- Critic loss curve
- a question about loss
- reproducing inception score on gan_cifar.py HOT 2
- If I intend to calculate gradient penalty for two dataset in differet dimension, what should I do?
- gan_mnist.py's ERROR HOT 1
- Query: WGAN-GP FID SCORE (PyTorch)
- Wire gide
- Conv2DCustomBackpropInputOp only supports NHWC
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. πππ
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google β€οΈ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from improved_wgan_training.