[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
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Oct 1, 2020 - Python
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"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
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Feb 2, 2024 - Python
Mode collapse example of GANs in 2D (PyTorch).
visualization plot generative-adversarial-network gan 2d wasserstein-gan mode-collapse least-squares-gan geometric-gan non-saturating-gan-loss
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Jun 4, 2023 - Python
This repository summarizes techniques for KL divergence vanishing problem.
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Oct 20, 2019 - Python
Tensorflow implementation of ICLR2019 paper "Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency"
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Jul 4, 2020 - Python
Multilayer Perceptron GAN, and two Convolutional Neural Network GANs for MNIST and CIFAR.
generative-adversarial-network mnist convolutional-neural-network cifar10 mode-collapse vanishing-gradient model-convergence
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Mar 22, 2021 - Python
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/)
tensorflow keras gan batch-normalization dcgan cifar10 nash-equilibrium wasserstein-gan conditional-gan sagan spectral-normalization self-attention fid-score colab-notebook frechet-inception-distance dcgan-keras deep-convolutional-network mode-collapse
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Feb 7, 2020 - Jupyter Notebook
Summer 2019 undergraduate research exploring interconnection of Generative Adversarial Networks
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Jan 24, 2020 - Python
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