[Paper List‘25] Paper List of Visual Data Coding for Machines, including Image/Video Coding for Machines, Feature Compression, Point Cloud Compression for Machines and Image/Video Coding for Machines with Large Multimodal Models
☆36Aug 17, 2025Updated last year
Alternatives and similar repositories for Awesome_VCM
Users that are interested in Awesome_VCM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Offical PyTorch implementation of All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation☆24Jul 8, 2025Updated last year
- [TIP'25] DeepDC☆11Nov 27, 2023Updated 2 years ago
- ☆19Jan 9, 2025Updated last year
- [TCSVT'22] Official Implementation of STI-VQA☆12Oct 18, 2023Updated 3 years ago
- [ECCV2024] Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation☆56Mar 24, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official Implementation of "Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity (ICML 2024)"☆44Aug 28, 2024Updated 2 years ago
- PyTorch Implementation of “SMC++: Masked Learning of Unsupervised Video Semantic Compression", an extended version of ICCV 2023 paper "No…☆42Jan 11, 2026Updated 9 months ago
- Paper list of deep learning based image/video compression.☆88Jul 8, 2024Updated 2 years ago
- Code for "No-Reference Image Quality Assessment by Hallucinating Pristine Features"☆11Apr 8, 2024Updated 2 years ago
- PyTorch implementation of PerCoV2: Ultra-Low Bit-Rate Perceptual Image Compression via Query-Based 1D Multimodal Image Tokens☆23Oct 5, 2026Updated last month
- ☆14Dec 30, 2025Updated 10 months ago
- [AAAI 2026] Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment☆13Nov 20, 2025Updated 11 months ago
- The paper list about deep learning based image compression☆220Sep 27, 2025Updated last year
- [Paper List‘25] Paper list of Generative Image Compression (GIC), Generative Video Compression (GVC), Extreme Learned Image Compression (…☆14May 9, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A collection of papers related to data compression☆193Updated this week
- Official implementation of "Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model" (WA…☆24Jun 19, 2024Updated 2 years ago
- ☆27May 27, 2024Updated 2 years ago
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆131Updated this week
- Paper list: deep learning based video compression☆302Sep 27, 2025Updated last year
- ☆16Aug 19, 2026Updated 2 months ago
- codebase for Lossy Image Compression with Conditional Diffusion Models☆136Jan 6, 2026Updated 10 months ago
- Collections of papers and code for employing MLLM for quality assessment tasks.☆12Apr 18, 2024Updated 2 years ago
- (NeurIPS 2025) Diff-ICMH: Harmonizing Machine and Human Vision in Image Compression with Generative Prior☆16Dec 4, 2025Updated 11 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆68Mar 30, 2025Updated last year
- Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding☆209Sep 30, 2023Updated 3 years ago
- [ICML 2025] Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-Aware Diffusion☆62May 7, 2026Updated 6 months ago
- ☆16Mar 6, 2025Updated last year
- Deep Contextual Video Compression☆855Aug 25, 2026Updated 2 months ago
- [TCSVT 2025] Toward Extreme Image Compression with Latent Feature Guidance and Diffusion Prior☆106Dec 30, 2025Updated 10 months ago
- Official implementation of LSSVC: A Learned Spatially Scalable Video Coding Scheme.☆13Apr 1, 2025Updated last year
- Official implementation of the paper "Image Coding for Machines with Edge Information Learning Using Segment Anything".☆10Jan 8, 2025Updated last year
- ☆37Nov 19, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)☆107Jan 13, 2025Updated last year
- DT-JRD: Deep Transformer-based Just Recognizable Difference Prediction Model for Video Coding for Machines☆18Jul 1, 2025Updated last year
- [🔥 ICLR2025 Spotlight] On Disentangled Training for Nonlinear Transform in Learned Image Compression☆52Apr 19, 2025Updated last year
- ☆27May 29, 2025Updated last year
- [NeurIPS2024] Causal Context Adjustment Loss for Learned Image Compression☆66Apr 4, 2025Updated last year
- The VVC test model software. A mirror of vcgit.hhi.fraunhofer.de/jvet/VVCSoftware_VTM☆12Jan 25, 2024Updated 2 years ago
- YODA: Yet Another One-step Diffusion-based Video Compression☆29Aug 12, 2026Updated 2 months ago