Image Synthesis
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Inverting Adversarially Robust Networks for Image Synthesis
Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen
Links: pdf | code | project page
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A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddings
Qi Li, Long Mai, Michael A. Alcorn, Anh Nguyen
Links: pdf | code | project page
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Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
Anh Nguyen, Jeff Clune, Yoshua Bengio, Alexey Dosovitskiy, Jason Yosinski
Links: pdf | code | project page
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Synthesizing the preferred inputs for neurons in neural networks via deep generator networks
Anh Nguyen, Alexey Dosovitskiy, Jason Yosinski, Thomas Brox, Jeff Clune
Links: pdf | code | project page
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Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks
Anh Nguyen, Jason Yosinski, Jeff Clune
Links: pdf | code | project page
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Deep Neural Network are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Anh Nguyen, Jason Yosinski, Jeff Clune
Links: pdf | code | project page
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Innovation Engine: Automated Creativity and Improving Stochastic Optimization via Deep Learning
Anh Nguyen, Jason Yosinski, Jeff Clune
Links: pdf | code | project page