[NeurIPS 2023 Spotlight] This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.
☆52May 13, 2024Updated last year
Alternatives and similar repositories for QuantSR
Users that are interested in QuantSR are comparing it to the libraries listed below
Sorting:
- PyTorch code for our paper "2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution"☆47Oct 24, 2024Updated last year
- Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution☆24May 11, 2023Updated 2 years ago
- [ECCV2022] Official Code for the "CADyQ: Content-Aware Dynamic Quantization for Image Super Resolution"☆61Aug 19, 2022Updated 3 years ago
- Pytorch implementation of our paper accepted by ECCV2022 -- Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networ…☆30Sep 13, 2022Updated 3 years ago
- This project is the official implementation of our accepted IEEE TPAMI paper Diverse Sample Generation: Pushing the Limit of Data-free Qu…☆15Feb 26, 2023Updated 3 years ago
- AI Deinterlacing functions for Vapoursynth☆17Nov 4, 2025Updated 3 months ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 5 years ago
- Official Pytorch Implementation for Weighted Multi-Kernel Prediction Network for Burst Image Super-resolution.☆10Nov 9, 2021Updated 4 years ago
- Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"☆33Feb 27, 2022Updated 4 years ago
- [CVPR2023] Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting☆90Jun 20, 2023Updated 2 years ago
- official code for "EgoVSR: Towards High-Quality Egocentric Video Super-Resolution"☆15Jul 26, 2023Updated 2 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- AnimeSR function for VapourSynth☆14Jul 6, 2024Updated last year
- [NeurIPS'22] Cross Aggregation Transformer for Image Restoration☆148Dec 8, 2024Updated last year
- This project is the official implementation of 'Structured Sparsity Learning for Efficient Video Super-Resolution', CVPR2023☆96Dec 5, 2023Updated 2 years ago
- Sliding Window Recurrent Network for Efficient Video Super-Resolution, ECCVW 2022☆16Mar 22, 2023Updated 2 years ago
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- [WACV2022] Official Code for the "DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks"☆27Feb 19, 2024Updated 2 years ago
- Residual Local Feature Network for Efficient Image Super-Resolution☆15Jun 9, 2022Updated 3 years ago
- ☆18Jul 1, 2023Updated 2 years ago
- Efficient Space-time Super Resolution using Flow and Mask Upsampling☆10Aug 29, 2021Updated 4 years ago
- The code for AIM2022 compressed image super-resolution☆15Apr 27, 2023Updated 2 years ago
- Series solutions for Faster SR (NTIRE/ACCV)☆38Jun 13, 2025Updated 8 months ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 3 years ago
- This repository is an official PyTorch implementation of the paper "Lightweight Bimodal Network for Single-Image Super-Resolution via Sym…☆34Jun 30, 2022Updated 3 years ago
- [AIM & ECCVW 2022] Fast Nearest Convolution for Real-Time Image Super-Resolution☆71Mar 23, 2023Updated 2 years ago
- This is the TensorFlow code for FC2N: Fully Channel-Concatenated Network for Single Image Super-Resolution.☆16Dec 2, 2019Updated 6 years ago
- [TPAMI 2025] Learning Efficient Deep Discriminative Spatial and Temporal Networks for Video Deblurring☆22Nov 17, 2025Updated 3 months ago
- Code repo for "Implicit Transformer Network for Screen ContentImage Continuous Super-Resolution" (NeurIPS'21)☆58Mar 14, 2025Updated 11 months ago
- [NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution☆76Feb 28, 2023Updated 3 years ago
- Efficient Mixed Transformer for Single Image Super-Resolution☆33Aug 10, 2023Updated 2 years ago
- Revisiting RCAN: Improved Training for Image Super-Resolution☆96Jun 3, 2022Updated 3 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Apr 28, 2022Updated 3 years ago
- Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions☆20Jun 23, 2022Updated 3 years ago
- Solution of the NTIRE 2023 Challenge on Image Super-Resolution (x4)☆18Jun 12, 2025Updated 8 months ago
- CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution☆155Jun 14, 2023Updated 2 years ago
- N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution (CVPR2023 Accepted)☆88Sep 26, 2023Updated 2 years ago
- [ICCV 23] Official implementation of Alignment-free HDR Deghosting with Sematnics Consistent Transformer (Code & Dataset)☆40Dec 1, 2023Updated 2 years ago
- [CVPR 2024] Official implementation for "A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network"☆24Dec 5, 2025Updated 2 months ago