Zhengzhong Tu's repositories
maxim-pytorch
[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
BVQA_Benchmark
A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
Temporal_Pooling
Implementation of temporal pooling methods studied in [ICIP'20] A Comparative Evaluation Of Temporal Pooling Methods For Blind Video Quality Assessment
VMEON-pytorch
This is a GitHub copy of [ACM Multimedia'18] End-to-End Blind Quality Assessment of Compressed Videos Using Deep Neural Networks.
LIVE-YT-Banding-Database
This is the repository for LIVE-YouTube banding database.
awesome-mlp-papers
Recent Advances in MLP-based Models (MLP is all you need!)
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
CoBEVT
[CoRL2022] CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers
ConvNeXt
Code release for ConvNeXt model
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
github-readme-stats
:zap: Dynamically generated stats for your github readmes
google-research
Google Research
hit-gan
Tensorflow implementation for "Improved Transformer for High-Resolution GANs" (NeurIPS 2021).
MIMO-UNet
MIMO-UNet - Official Pytorch Implementation
MPRNet
Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.
Restormer
Official repository for "Restormer: Efficient Transformer for High-Resolution Image Restoration". SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch