lianqi1008 / Control-GICLinks
[ICLR 2025] Pytorch implementation of the paper "Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation".
☆62Updated 2 months ago
Alternatives and similar repositories for Control-GIC
Users that are interested in Control-GIC are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)☆91Updated 8 months ago
- Code for MambaVC: Learned Visual Compression with Selective State Spaces☆62Updated last year
- [NeurIPS2024] Causal Context Adjustment Loss for Learned Image Compression☆60Updated 5 months ago
- Pytorch implementation of the paper "You Can Mask More For Extremely Low-Bitrate Image Compression".☆39Updated last year
- [TCSVT 2025] Toward Extreme Image Compression with Latent Feature Guidance and Diffusion Prior☆82Updated 2 months ago
- [Paper List‘25] Paper List of Visual Data Coding for Machines, including Image/Video Coding for Machines, Feature Compression, Point Clou…☆27Updated last month
- [ECCV2024] Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation☆47Updated 5 months ago
- [CVPR'25] Official Implementation of MambaIC: State Space Models for High-Performance Learned Image Compression☆59Updated this week
- [ACMMM 2025] Benchmarking MLLM Codec Ability☆32Updated last year
- [ICLR2024] FTIC: Frequency-aware Transformer for Learned Image Compression☆80Updated 6 months ago
- Code for Text + Sketch: Image Compression at Ultra Low Rates☆46Updated 3 weeks ago
- [TCSVT] RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion☆40Updated 2 months ago
- [IEEE TIP 2024] Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model☆29Updated last year
- Official Implementation of "Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity (ICML 2024)"☆37Updated last year
- codebase for Lossy Image Compression with Conditional Diffusion Models☆124Updated last year
- ☆45Updated 5 months ago
- Official Repository for VCIP'24 paper "LMM-driven Image-Text Coding for Ultra Low-bitrate Learned Image Compression"☆22Updated 6 months ago
- A collection of papers related to data compression☆94Updated this week
- Source codes for the paper "Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark"☆23Updated 2 weeks ago
- Neural image compression models optimized for Mask R-CNN from paper "Boosting Neural Image Compression for Machines Using Latent Space Ma…☆10Updated 3 years ago
- Official Implementation for (ICLR 2024) Idempotence and Perceptual Image Compression☆38Updated last year
- ☆23Updated last year
- [ICML 2025] Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-Aware Diffusion☆35Updated last week
- Extreme Image Compression using Fine-tuned VQGAN Models (DCC 2024)☆20Updated 8 months ago
- [NeurIPS 2024] Offical PyTorch implementation of All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation☆22Updated 2 months ago
- (CVPR2025) Learned Image Compression with Dictionary-based Entropy Model☆57Updated 4 months ago
- [ICCV 2025] StableCodec: Taming One-Step Diffusion for Extreme Image Compression☆37Updated last month
- 🏠[CVPR 2024 Highlight] Boosting Neural Representations for Videos with a Conditional Decoder☆45Updated last year
- Official Pytorch implementation for DCVC-B: Bi-Directional Deep Contextual Video Compression, in TMM 2025.☆23Updated 8 months ago
- Curated list of papers and resources focused on neural compression, intended to keep pace with the anticipated surge of research in the r…☆78Updated last year