Cover Image

Content-Aware Mamba for Learned Image Compression

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Yunuo, Lyu, Zezheng, He, Bing, Hu, Hongwei, Wang, Qi, Tian, Yuan, Song, Li, Zhang, Wenjun, Lu, Guo
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adaptive Learned Image Compression with Graph Neural Networks
by: Chen, Yunuo, et al.
Published: (2026)

S2CFormer: Revisiting the RD-Latency Trade-off in Transformer-based Learned Image Compression
by: Chen, Yunuo, et al.
Published: (2025)

Free-GVC: Towards Training-Free Extreme Generative Video Compression with Temporal Coherence
by: Ling, Xiaoyue, et al.
Published: (2026)

Dual-Representation Image Compression at Ultra-Low Bitrates via Explicit Semantics and Implicit Textures
by: Zhou, Chuqin, et al.
Published: (2026)

Structure-Guided Allocation of 2D Gaussians for Image Representation and Compression
by: Liang, Huanxiong, et al.
Published: (2025)

Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors
by: Chen, Yunuo, et al.
Published: (2026)

H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian Splatting
by: He, Bing, et al.
Published: (2024)

Large Language Model for Lossless Image Compression with Visual Prompts
by: Du, Junhao, et al.
Published: (2025)

Linear Attention Modeling for Learned Image Compression
by: Feng, Donghui, et al.
Published: (2025)

MambaVSR: Content-Aware Scanning State Space Model for Video Super-Resolution
by: He, Linfeng, et al.
Published: (2025)

SAMIC: A Lightweight Semantic-Aware Mamba for Efficient Perceptual Image Compression
by: Zhang, Jiaqian, et al.
Published: (2026)

VAMamba: An Efficient Visual Adaptive Mamba for Image Restoration
by: Hu, Han, et al.
Published: (2025)

SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
by: He, Bing, et al.
Published: (2026)

Inevitable Encounters: Backdoor Attacks Involving Lossy Compression
by: Li, Qian, et al.
Published: (2026)

MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs
by: Ren, Yulin, et al.
Published: (2024)

Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging
by: Qin, Mengjie, et al.
Published: (2025)

SMC++: Masked Learning of Unsupervised Video Semantic Compression
by: Tian, Yuan, et al.
Published: (2024)

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression
by: Zhou, Chuqin, et al.
Published: (2024)

Hazy Pedestrian Trajectory Prediction via Physical Priors and Graph-Mamba
by: Chen, Jian, et al.
Published: (2025)

Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution
by: Qiao, Junbo, et al.
Published: (2024)

Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression
by: Tian, Yuan, et al.
Published: (2024)

ChessMamba: Structure-Aware Interleaving of State Spaces for Change Detection in Remote Sensing Images
by: Ding, Lei, et al.
Published: (2025)

Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
by: Cheng, Zihan, et al.
Published: (2025)

Parameter Aware Mamba Model for Multi-task Dense Prediction
by: Yu, Xinzhuo, et al.
Published: (2025)

PromptCIR: Blind Compressed Image Restoration with Prompt Learning
by: Li, Bingchen, et al.
Published: (2024)

LoC-Path: Learning to Compress for Pathology Multimodal Large Language Models
by: Hu, Qingqiao, et al.
Published: (2025)

Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)

Point Cloud Mamba: Point Cloud Learning via State Space Model
by: Zhang, Tao, et al.
Published: (2024)

GlobalMamba: Global Image Serialization for Vision Mamba
by: Wang, Chengkun, et al.
Published: (2024)

MambaVesselNet++: A Hybrid CNN-Mamba Architecture for Medical Image Segmentation
by: Xu, Qing, et al.
Published: (2025)

Spatial-Frequency Enhanced Mamba for Multi-Modal Image Fusion
by: Sun, Hui, et al.
Published: (2025)

MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
by: Pan, Zhenghao, et al.
Published: (2024)

MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation
by: Chen, Wenchao, et al.
Published: (2024)

MBMamba: When Memory Buffer Meets Mamba for Structure-Aware Image Deblurring
by: Gao, Hu, et al.
Published: (2025)

Geometric Transformation-Embedded Mamba for Learned Video Compression
by: Wei, Hao, et al.
Published: (2026)

4D-MoDe: Towards Editable and Scalable Volumetric Streaming via Motion-Decoupled 4D Gaussian Compression
by: Zhong, Houqiang, et al.
Published: (2025)

Laplace-Mamba: Laplace Frequency Prior-Guided Mamba-CNN Fusion Network for Image Dehazing
by: Wang, Yongzhen, et al.
Published: (2025)

An ICTM-RMSAV Framework for Bias-Field Aware Image Segmentation under Poisson and Multiplicative Noise
by: Wang, Xinyu, et al.
Published: (2025)

3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification
by: He, Yan, et al.
Published: (2024)

MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation
by: Yang, Xiaoxian, et al.
Published: (2025)