vztu
PhD Student at University of Texas at Austin. Working on computer vision, video/image processing, machine learning, and related problems.
@UTAustin @Google @Google-ResearchAustin, Texas
Pinned Repositories
v2x-vit
[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"
maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
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
DebandingNet
MAXIM
[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim
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
RAPIQUE
[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, 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
VIDEVAL
[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
VMEON-pytorch
This is a GitHub copy of [ACM Multimedia'18] End-to-End Blind Quality Assessment of Compressed Videos Using Deep Neural Networks.
vztu's Repositories
vztu/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
vztu/VIDEVAL
[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
vztu/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
vztu/RAPIQUE
[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
vztu/MAXIM
[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim
vztu/Temporal_Pooling
Implementation of temporal pooling methods studied in [ICIP'20] A Comparative Evaluation Of Temporal Pooling Methods For Blind Video Quality Assessment
vztu/VMEON-pytorch
This is a GitHub copy of [ACM Multimedia'18] End-to-End Blind Quality Assessment of Compressed Videos Using Deep Neural Networks.
vztu/DebandingNet
vztu/LIVE-YT-Banding-Database
This is the repository for LIVE-YouTube banding database.
vztu/paq2piq
PaQ2PiQ in PyTorch
vztu/awesome-mlp-papers
Recent Advances in MLP-based Models (MLP is all you need!)
vztu/Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
vztu/FFA-Net
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing
vztu/maxvit
vztu/Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
vztu/CannyEdgePytorch
vztu/CoBEVT
[CoRL2022] CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers
vztu/ConvNeXt
Code release for ConvNeXt model
vztu/DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
vztu/github-readme-stats
:zap: Dynamically generated stats for your github readmes
vztu/google-research
Google Research
vztu/HINet
vztu/hit-gan
Tensorflow implementation for "Improved Transformer for High-Resolution GANs" (NeurIPS 2021).
vztu/MIMO-UNet
MIMO-UNet - Official Pytorch Implementation
vztu/MPRNet
Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.
vztu/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.
vztu/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
vztu/vision_transformer
vztu/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
vztu/vztu
My profile README