pashtari / qmfLinks
PyTorch implementation of quantization-aware matrix factorization (QMF) for data compression
☆14Updated last month
Alternatives and similar repositories for qmf
Users that are interested in qmf are comparing it to the libraries listed below
Sorting:
- Extreme Image Compression using Fine-tuned VQGAN Models (DCC 2024)☆18Updated 7 months ago
- Official implementation of "Universal Deep Image Compression via Content-Adaptive Optimization with Adapters" presented at WACV 23 (https…☆29Updated last year
- PyTorch Implementation of the CVPR'24 Paper "Learned Lossless Image Compression based on Bit Plane Slicing"☆38Updated 5 months ago
- The code for Channel-Level Variable Quantization Network for Deep Image Compression (IJCAI 2020)☆31Updated 4 years ago
- Slimmable Compressive Autoencoders for Practical Neural Image Compression☆54Updated 3 years ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEs☆71Updated 9 months ago
- TensorFlow implementation of MRIC (Multi-Realism Image Compression with a Conditional Generator, CVPR 2023)☆29Updated last year
- [🔥 ICLR2025 Spotlight] On Disentangled Training for Nonlinear Transform in Learned Image Compression☆33Updated 3 months ago
- Official implementation for Wavelet Feature Maps Compression for Image-to-Image CNNs, NeurIPS 2022.☆35Updated 2 years ago
- Official mirror of torchjpeg. Please do not open PRs here, they will be ignored. Go to the gitlab repository to contribute.☆22Updated 2 years ago
- ☆20Updated last year
- Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" (WACV 2024)☆103Updated last year
- This the code for the paper "On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework, IC…☆11Updated 4 years ago
- [IEEE TIP 2024] Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model☆29Updated last year
- ☆11Updated 5 months ago
- Pytorch implementation of the paper "You Can Mask More For Extremely Low-Bitrate Image Compression".☆39Updated last year
- [NeurIPS 2023 Spotlight] This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low…☆50Updated last year
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆50Updated last year
- [ICCV 2025] StableCodec: Taming One-Step Diffusion for Extreme Image Compression☆28Updated 3 weeks ago
- ☆10Updated 2 years ago
- A simple implementation of [Mamba: Linear-Time Sequence Modeling with Selective State Spaces](https://arxiv.org/abs/2312.00752)☆22Updated last year
- dmps code☆37Updated last year
- This repository contains the implementation associated with the paper "Learning to improve image compression without changing the standar…☆30Updated 3 years ago
- Official implementation of "Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model" (WA…☆18Updated last year
- ☆13Updated 7 years ago
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆118Updated 2 years ago
- [CVPR 2022] Learnable Lookup Table for Neural Network Quantization☆41Updated 2 years ago
- The PyTorch implementation for A Perceptual Quality Metric for Video Frame Interpolation☆43Updated last year
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Updated 2 years ago
- Description： Frequency Augmented Variational Autoencoder for better Image Reconstruction☆41Updated last year