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An AI Practitioner’s Guide to the Kdrama Start-Up (Part 2)
Author(s): Jd Dantes Originally published on Towards AI. Artificial Intelligence Generating fun with adversarial networks (GANs). Episode 7. Who’s GANna change the light bulb? I see they’re getting adversarial here. (Sorry.) Images are screenshots by the author unless stated otherwise. In the …
StyleGAN Generated Face Classification with ResNexts
Author(s): Luka Chkhetiani Originally published on Towards AI. Using ResNexts with StyleGAN U+007C Towards AI https://generated.photos A week or two back a team released a dataset of 100K images of generated faces, based on StyleGAN [Karras et al. and NVIDIA] (see paper). …
Reading: ESRGAN — Enhanced Super-Resolution Generative Adversarial Networks (Super Resolution & GAN)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Deep Learning Outperforms SRCNN, EDSR and RCAN, and SRGAN. Also, won the First Place in PIRM2018-SR challenge ESRGAN can have a sharper result than SRGAN In this story, Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN), …
VQ-GAN & Transformer — Taming Transformers for High-Resolution Image Synthesis: Synopsis
Author(s): Rohan Wadhawan Originally published on Towards AI. Summary This post summarizes the work “Taming Transformers for High-Resolution Image Synthesis” by Patrick Esser, Robin Rombach, and Björn Ommer. It highlights the key take-home messages, the scope of improvement, and the applications of …
Summary
Author(s): Rohan Wadhawan Originally published on Towards AI. Byte-size Information to Chew on Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis Title: Multi-Attributed and Structured Text-to-Face Synthesis (2020) Authors: Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty Publication Link: https://ieeexplore.ieee.org/abstract/document/9557583 Pre-Print Link: https://arxiv.org/abs/2108.11100 Keywords: …
Face Aging Using Conditional GANs
Author(s): Manish Nayak Originally published on Towards AI. Age-cGANs Explained U+007C Towards AI An Introduction to Age-cGANs Introduction Conditional GANs (CGANs) are extensions of the GANs model. You can read about Conditional GANs in my previous post here. In this post, I …
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