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Appendix - An Image is Worth More Than a Thousand Words: Towards Disentanglement in The Wild Table of Contents

Neural Information Processing Systems

We use the images at 256 256resolution. We follow [21] and use all the images for training. The images used for the qualitative visualizations contain random images from the web and samples from CelebA-HQ. AFHQ [8] 15,000high quality images categorized into three domains: cat, dog and wildlife. We use the images at 128 128 resolution, holding out 500 images from each domain for testing.