Playing with AI - Papers

2012 Alex Net - ImageNet Classification with Deep Convolutional Neural Networks
2013, 2017 VAE - Auto-Encoding Variational Bayes, VQ-VAE - Neural Discrete Representation Learning
2014 GAN - Generative Adversarial Networks
2015 U-Net - Convolutional Networks for Biomedical Image Segmentation
2016 ResNet - Deep Residual Learning for Image Recognition
2017 Enriching Word Vectors with Subword Information
2017 Attention is All You Need
2017 CycleGAN - Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
2018 StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
2019 EfficientNet - Rethinking Model Scaling for Convolutional Neural Networks
2019 BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding
2020 Denoising Diffusion Probabilistic Models
2021 Vision Transformer
2021 A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation
2022 VQ-GAN, VECTOR-QUANTIZED IMAGE MODELING WITH IMAGE - PROVED VQGAN
2023 Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Provide feedback