Cover Image

EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ge, Chengjie, Fu, Xueyang, He, Peng, Wang, Kunyu, Cao, Chengzhi, Zha, Zheng-Jun
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

Towards Better De-raining Generalization via Rainy Characteristics Memorization and Replay
by: Wang, Kunyu, et al.
Published: (2025)

PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation
by: Wang, Kunyu, et al.
Published: (2025)

Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning
by: Wang, Kunyu, et al.
Published: (2025)

Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba
by: Ren, Hongwei, et al.
Published: (2024)

FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
by: Li, Dong, et al.
Published: (2024)

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
by: Peng, Long, et al.
Published: (2025)

EventGait: Towards Robust Gait Recognition with Event Streams
by: Xu, Senyan, et al.
Published: (2026)

VideoMamba: Spatio-Temporal Selective State Space Model
by: Park, Jinyoung, et al.
Published: (2024)

Event-to-Video Reconstruction using Spatio-Temporal and Frequency-Enhanced Deep Neural Networks
by: Maqsood, Ramna, et al.
Published: (2026)

Spatio-Temporal State Space Model For Efficient Event-Based Optical Flow
by: Humais, Muhammad Ahmed, et al.
Published: (2025)

GS-STVSR: Ultra-Efficient Continuous Spatio-Temporal Video Super-Resolution via 2D Gaussian Splatting
by: Shi, Mingyu, et al.
Published: (2026)

EventSTU: Event-Guided Efficient Spatio-Temporal Understanding for Video Large Language Models
by: Xu, Wenhao, et al.
Published: (2025)

$\text{S}^{3}$Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model
by: Xia, Peizhe, et al.
Published: (2024)

Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation
by: Wu, Yuliang, et al.
Published: (2024)

MATE: Motion-Augmented Temporal Consistency for Event-based Point Tracking
by: Han, Han, et al.
Published: (2024)

Event-Illumination Collaborative Low-light Image Enhancement with a High-resolution Real-world Dataset
by: Xu, Senyan, et al.
Published: (2026)

CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring
by: Zhong, Mingchen, et al.
Published: (2025)

MambaPupil: Bidirectional Selective Recurrent model for Event-based Eye tracking
by: Wang, Zhong, et al.
Published: (2024)

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction
by: Zhu, Lin, et al.
Published: (2024)

Enhanced Event-Based Video Reconstruction with Motion Compensation
by: Liu, Siying, et al.
Published: (2024)

Identifying Spatio-Temporal Drivers of Extreme Events
by: Eddin, Mohamad Hakam Shams, et al.
Published: (2024)

Event Stream Filtering via Probability Flux Estimation
by: Chen, Jinze, et al.
Published: (2025)

RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
by: Wu, Hongtao, et al.
Published: (2024)

Event-based Visual Deformation Measurement
by: Wu, Yuliang, et al.
Published: (2026)

Mamba-FETrack: Frame-Event Tracking via State Space Model
by: Huang, Ju, et al.
Published: (2024)

Nonlinear Motion-Guided and Spatio-Temporal Aware Network for Unsupervised Event-Based Optical Flow
by: Liu, Zuntao, et al.
Published: (2025)

TIE: Time Interval Encoding for Video Generation over Events
by: Shu, Zhilei, et al.
Published: (2026)

PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model
by: Huang, Yunlong, et al.
Published: (2024)

DIFFUMA: High-Fidelity Spatio-Temporal Video Prediction via Dual-Path Mamba and Diffusion Enhancement
by: Xie, Xinyu, et al.
Published: (2025)

JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection
by: Zhou, Hanyu, et al.
Published: (2024)

EventHDR: from Event to High-Speed HDR Videos and Beyond
by: Zou, Yunhao, et al.
Published: (2024)

EventAug: Multifaceted Spatio-Temporal Data Augmentation Methods for Event-based Learning
by: Tian, Yukun, et al.
Published: (2024)

Hierarchical Event Memory for Accurate and Low-latency Online Video Temporal Grounding
by: Zheng, Minghang, et al.
Published: (2025)

VideoMamba: State Space Model for Efficient Video Understanding
by: Li, Kunchang, et al.
Published: (2024)

End-to-End Spatial-Temporal Transformer for Real-time 4D HOI Reconstruction
by: Zhang, Haoyu, et al.
Published: (2026)

Unbiased Gradient Estimation for Event Binning via Functional Backpropagation
by: Chen, Jinze, et al.
Published: (2026)

Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts
by: Wu, Peng, et al.
Published: (2024)

Mamba-CAD: State Space Model For 3D Computer-Aided Design Generative Modeling
by: Li, Xueyang, et al.
Published: (2026)

MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading
by: Zhang, Wenhao, et al.
Published: (2024)

HAD: Hierarchical Asymmetric Distillation to Bridge Spatio-Temporal Gaps in Event-Based Object Tracking
by: Deng, Yao, et al.
Published: (2025)