Yura Choi's starred repositories
nerf-factory
An awesome PyTorch NeRF library
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
stable-diffusion
A latent text-to-image diffusion model
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
PerceptualSimilarity
LPIPS metric. pip install lpips
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Generalization-Causality
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
autoprompt
AutoPrompt: Automatic Prompt Construction for Masked Language Models.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
multimodal
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
poolformer
PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
spatial-smoothing
(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.