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This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
Denoising Diffusion Probabilistic Models
experiments of some semantic matching models and comparison of experimental results.
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
This is our solution for WSDM - DiggSci 2020. We implemented a simple yet robust search pipeline which ranked 2nd in the validation set and 4th in the test set. We won the gold prize at innovation …
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
Deep Learning Book Chinese Translation
PyTorch implementations of Generative Adversarial Networks.
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
GFPGAN aims at developing Practical Algorithms for Real-world Face 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 simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
This repo implements Denoising Diffusion Probabilistic Models (DDPM) in Pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
A Deep Learning based project for colorizing and restoring old images (and video!)
🪄 Create rich visualizations with AI