[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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch code for our paper "2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution"☆48Oct 24, 2024Updated last year
- [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
- Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution☆24May 11, 2023Updated 2 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 5 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
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- Official Pytorch Implementation for Weighted Multi-Kernel Prediction Network for Burst Image Super-resolution.☆10Nov 9, 2021Updated 4 years ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Apr 15, 2024Updated last year
- Series solutions for Faster SR (NTIRE/ACCV)☆37Jun 13, 2025Updated 9 months ago
- [CVPR2023] Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting☆89Jun 20, 2023Updated 2 years ago
- [CVPR2024] Official Code for the "AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution"☆63Apr 10, 2024Updated 2 years ago
- Sliding Window Recurrent Network for Efficient Video Super-Resolution, ECCVW 2022☆16Mar 22, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This project is the official implementation of 'Structured Sparsity Learning for Efficient Video Super-Resolution', CVPR2023☆96Dec 5, 2023Updated 2 years ago
- CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution☆155Jun 14, 2023Updated 2 years ago
- [NeurIPS'22] Cross Aggregation Transformer for Image Restoration☆148Dec 8, 2024Updated last year
- ☆18Jul 1, 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
- Residual Local Feature Network for Efficient Image Super-Resolution☆15Jun 9, 2022Updated 3 years ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 3 years ago
- ☆63Sep 29, 2025Updated 6 months ago
- [ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution☆29Mar 10, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [ACM MM 2024] Exposure Completing for Temporally Consistent Neural High Dynamic Range Video Rendering☆12May 31, 2025Updated 10 months ago
- This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023☆116Oct 13, 2023Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Apr 28, 2022Updated 3 years ago
- [ECCV 2022 Oral🔥] KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution☆24Dec 14, 2025Updated 3 months 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
- [CVPR 2024] Official implementation for "A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network"☆24Dec 5, 2025Updated 4 months ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- Efficient Mixed Transformer for Single Image Super-Resolution☆32Aug 10, 2023Updated 2 years ago
- [AIM & ECCVW 2022] Fast Nearest Convolution for Real-Time Image Super-Resolution☆71Mar 23, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2024 Highlight] Enhancing Video Super-Resolution via Implicit Resampling-based Alignment.☆228Dec 22, 2024Updated last year
- Official implementation of the paper 'Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution' in ECCV 2022☆151Jul 20, 2022Updated 3 years ago
- Fast Image Restoration with Multi-bin Trainable Linear Units.☆11Dec 23, 2019Updated 6 years ago
- Rethinking Noise Synthesis and Modeling in Raw Denoising (ICCV2021)☆141Jan 16, 2026Updated 2 months ago
- This is a baseline for image restoration.☆14Mar 6, 2025Updated last year
- NTIRE Workshop and Challenges @ CVPR 2024☆52Sep 21, 2024Updated last year
- Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"☆33Feb 27, 2022Updated 4 years ago