Generative Models

concepts · 5 notes linked

Related: Generative Adversarial Networks · Deep Learning · Tensorflow · Pytorch · Deepmind · Calligrapher AI · Handwriting Synthesis · Recurrent Neural Networks

Notes

• Building a Simple Python-Based GAN in 5 minutes — Minimal PyTorch GAN with generator-discriminator adversarial training loop
• Building a simple Generative Adversarial Network (GAN) using TensorFlow | DigitalOcean — TensorFlow GAN tutorial with generator, discriminator, and feature visualization
• Deepfakes for scrawl: With handwriting synthesis, no pen is necessary — RNN web app synthesizes realistic varied handwriting without fonts
• Generative Adversarial Networks (d2l.ai) — GAN architecture as minimax game between generator and discriminator networks
• Sharing new breakthroughs and artifacts supporting molecular property prediction, language processing, and neuroscience — Meta FAIR releases OMol25 dataset, UMA model, Adjoint Sampling, and brain language study