PyTorch Implementation of βSMC++: Masked Learning of Unsupervised Video Semantic Compression", an extended version of ICCV 2023 paper "Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression".
β35Jan 11, 2026Updated last month
Alternatives and similar repositories for VideoSemanticCompression-Pytorch
Users that are interested in VideoSemanticCompression-Pytorch are comparing it to the libraries listed below
Sorting:
- π [CVPR 2024 Highlight] Boosting Neural Representations for Videos with a Conditional Decoderβ50Apr 19, 2024Updated last year
- The code of our paper: Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling.β17Jan 10, 2024Updated 2 years ago
- [CVPR 2025] ECVC: Exploiting Non-Local Correlations in Multiple Frames for Contextual Video Compressionβ43Jul 7, 2025Updated 7 months ago
- β24Aug 7, 2023Updated 2 years ago
- Official Repository for VCIP'24 paper "LMM-driven Image-Text Coding for Ultra Low-bitrate Learned Image Compression"β26Mar 12, 2025Updated 11 months ago
- Pseudocylindrical convolutions for Learned Omnidirectional Image Compressionβ13Jan 16, 2026Updated last month
- Paper list: deep learning based video compressionβ277Sep 27, 2025Updated 5 months ago
- [TCSVT 2023] RDO-PTQ: Rate-Distortion Optimized Post-Training Quantization for Learned Image Compressionβ18Nov 1, 2023Updated 2 years ago
- TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)β45Oct 6, 2023Updated 2 years ago
- Research on Video Compressionβ30Oct 30, 2025Updated 4 months ago
- Official Implementation of the TCSVT2023 paper: "Towards Robust Neural Image Compression: Adversarial Attack and Finetuning"β17Apr 26, 2024Updated last year
- Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023β35Oct 15, 2024Updated last year
- β38Jan 18, 2024Updated 2 years ago
- β20Nov 14, 2023Updated 2 years ago
- Official Implementation of "Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity (ICML 2024)"β42Aug 28, 2024Updated last year
- Deep Contextual Video Compressionβ705Feb 5, 2026Updated 3 weeks ago
- β24Mar 1, 2025Updated last year
- Lossy Compression with Pretrained Diffusion Modelsβ31Dec 10, 2025Updated 2 months ago
- β28May 29, 2025Updated 9 months ago
- PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)β102Jan 13, 2025Updated last year
- Unofficial Pytorch Implementation of Channel-wise Autoregressive Entropy Models for Learned Image Compression(ICIP 2020)β17Jan 19, 2024Updated 2 years ago
- The code for AIM2022 compressed image super-resolutionβ11Nov 30, 2022Updated 3 years ago
- PyTorch implementation and benchmark of Video Compressionβ388Apr 25, 2024Updated last year
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled fβ¦β112Jan 29, 2026Updated last month
- β96May 30, 2022Updated 3 years ago
- β12Jan 16, 2026Updated last month
- β15Oct 13, 2024Updated last year
- This is the official implementation for 'Compression Ratio Learning and Semantic Communications for Video Imaging'β11Jul 22, 2024Updated last year
- Official Pytorch implementation for DCVC-SDD: [Spatial Decomposition and Temporal Fusion Based Inter Prediction for Learned Video Compresβ¦β16Feb 3, 2025Updated last year
- High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregationβ74Dec 4, 2023Updated 2 years ago
- Pytorch implementation of the paper "The Devil Is in the Details: Window-based Attention for Image Compression".β190Nov 11, 2023Updated 2 years ago
- PyTorch implementation of Learning Convolutional Networks for Content-Weighted Image Compressionβ23Oct 10, 2025Updated 4 months ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEsβ82Oct 18, 2024Updated last year
- β224Apr 19, 2024Updated last year
- β31Sep 12, 2023Updated 2 years ago
- [ECCV2024] SegPIC for image compressionβ32Mar 20, 2025Updated 11 months ago
- Low-complexity neural image & video codec.β211Jan 19, 2026Updated last month
- [ICML 2025] Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-Aware Diffusionβ55Sep 9, 2025Updated 5 months ago
- [ACMMM 2025] Benchmarking MLLM Codec Abilityβ33Jun 14, 2024Updated last year