DifFace: Blind Face Restoration with Diffused Error Contraction (TPAMI, 2024)

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

Codes for "Metric Learning based Interactive Modulation for Real-World Super-Resolution"

机场推荐与机场评测

Official implementation of S3Diff

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

An open source implementation of CLIP.

High-Resolution Image Synthesis with Latent Diffusion Models

Taming Transformers for High-Resolution Image Synthesis

Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)

Official implementation of the pipeline presented in I hear your true colors: Image Guided Audio Generation

[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]

[ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"

A latent text-to-image diffusion model

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

Binarize convolutional neural networks using pytorch 🔥

[CVPR 2024] Binarized Low-light Raw Video Enhancement

GLIDE: a diffusion-based text-conditional image synthesis model