mode-collapse

There are 1 repository under mode-collapse topic.

fjxmlzn / PacGAN
[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
gan gans generative-adversarial-network mode-collapse neurips pacgan
Language:Python 81
ChristophReich1996 / Mode_Collapse
Mode collapse example of GANs in 2D (PyTorch).
gan mode-collapse generative-adversarial-network wasserstein-gan least-squares-gan geometric-gan non-saturating-gan-loss plot 2d visualization
Language:Python 39
VITA-Group / 3D-Mode-Collapse
"Taming Mode Collapse in Score Distillation for Text-to-3D Generation" by Peihao Wang, Dejia Xu, Zhiwen Fan, Dilin Wang, Sreyas Mohan, Forrest Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra
generative-ai mode-collapse text-to-3d score-distillation diffusion-models janus-artifacts
Language:Python 36
charliememory / EGSC-IT
Tensorflow implementation of ICLR2019 paper "Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency"
image-translation multi-modal mode-collapse tensorflow semantic-consistency
Language:Python 29
zheng-yanan / techniques-for-kl-vanishing
This repository summarizes techniques for KL divergence vanishing problem.
kl-divergence technique-report vanishing mode-collapse
Language:Python 28
gans-keras
jvirico / gans-keras
Multilayer Perceptron GAN, and two Convolutional Neural Network GANs for MNIST and CIFAR.
convolutional-neural-network mnist generative-adversarial-network cifar10 mode-collapse vanishing-gradient model-convergence
Language:Python 3
Escapist-007 / GAN
This 'Generative Adversarial Network' project was implemented in grad course CSE-676 : Deep Learning [Fall 2019 @UB_SUNY] Course Instructor : Sargur N. Srihari(https://cedar.buffalo.edu/~srihari/)
batch-normalization cifar10 colab-notebook conditional-gan dcgan dcgan-keras deep-convolutional-network fid-score frechet-inception-distance gan keras mode-collapse nash-equilibrium sagan self-attention spectral-normalization tensorflow wasserstein-gan
Language:Jupyter Notebook 1
tvtaerum / cGANs_housekeeping
Lessons for training cGANs with embedding - housekeeping
images python cgan restarts mode-collapse collapse embedding
Language:Python 0
induhiu / Or-GAN-ic
Summer 2019 undergraduate research exploring interconnection of Generative Adversarial Networks
machine-learning gans neural-networks python3 tensorflow numpy mode-collapse mnist
Language:Python

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fjxmlzn / PacGAN

ChristophReich1996 / Mode_Collapse

VITA-Group / 3D-Mode-Collapse

charliememory / EGSC-IT

zheng-yanan / techniques-for-kl-vanishing

jvirico / gans-keras

Escapist-007 / GAN

tvtaerum / cGANs_housekeeping

induhiu / Or-GAN-ic