PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining
Fuente:
arXiv
Saved in:
| Main Authors: | Ruan, Ciyu, Guo, Ruishan, Gong, Zihang, Xu, Jingao, Yang, Wenhan, Chen, Xinlei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EDmamba: Rethinking Efficient Event Denoising with Spatiotemporal Decoupled SSMs
by: Ruan, Ciyu, et al.
Published: (2025)
by: Ruan, Ciyu, et al.
Published: (2025)
$x^2$-Fusion: Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space
by: Guo, Ruishan, et al.
Published: (2026)
by: Guo, Ruishan, et al.
Published: (2026)
Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application
by: Wang, Haoyang, et al.
Published: (2025)
by: Wang, Haoyang, et al.
Published: (2025)
EventPrune: Cascaded Event-Assisted Token Pruning for Efficient First-Person Dynamic Spatial Reasoning
by: Ma, Pengtao, et al.
Published: (2026)
by: Ma, Pengtao, et al.
Published: (2026)
Ultra-High-Frequency Harmony: mmWave Radar and Event Camera Orchestrate Accurate Drone Landing
by: Wang, Haoyang, et al.
Published: (2025)
by: Wang, Haoyang, et al.
Published: (2025)
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
by: Wu, Hongtao, et al.
Published: (2024)
by: Wu, Hongtao, et al.
Published: (2024)
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
by: Li, Dong, et al.
Published: (2024)
by: Li, Dong, et al.
Published: (2024)
DeRainMamba: A Frequency-Aware State Space Model with Detail Enhancement for Image Deraining
by: Zhu, Zhiliang, et al.
Published: (2025)
by: Zhu, Zhiliang, et al.
Published: (2025)
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining
by: Zhen, Zou, et al.
Published: (2024)
by: Zhen, Zou, et al.
Published: (2024)
MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation
by: Tang, Fenghe, et al.
Published: (2024)
by: Tang, Fenghe, et al.
Published: (2024)
A Hybrid Transformer-Mamba Network for Single Image Deraining
by: Sun, Shangquan, et al.
Published: (2024)
by: Sun, Shangquan, et al.
Published: (2024)
State Space Models for Event Cameras
by: Zubić, Nikola, et al.
Published: (2024)
by: Zubić, Nikola, et al.
Published: (2024)
Image Deraining with Frequency-Enhanced State Space Model
by: Yamashita, Shugo, et al.
Published: (2024)
by: Yamashita, Shugo, et al.
Published: (2024)
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
by: Zou, Wenbin, et al.
Published: (2024)
by: Zou, Wenbin, et al.
Published: (2024)
Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method
by: Chen, Hongming, et al.
Published: (2024)
by: Chen, Hongming, et al.
Published: (2024)
Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
by: Yu, Zhaocheng, et al.
Published: (2025)
by: Yu, Zhaocheng, et al.
Published: (2025)
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras
by: Lin, Yuhui, et al.
Published: (2024)
by: Lin, Yuhui, et al.
Published: (2024)
MambaLoc: Efficient Camera Localisation via State Space Model
by: Wang, Jialu, et al.
Published: (2024)
by: Wang, Jialu, et al.
Published: (2024)
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining
by: Sun, Shangquan, et al.
Published: (2025)
by: Sun, Shangquan, 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)
by: Ren, Hongwei, et al.
Published: (2024)
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction
by: Ge, Chengjie, et al.
Published: (2025)
by: Ge, Chengjie, et al.
Published: (2025)
Mamba-FETrack: Frame-Event Tracking via State Space Model
by: Huang, Ju, et al.
Published: (2024)
by: Huang, Ju, et al.
Published: (2024)
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model
by: Gong, Haifan, et al.
Published: (2024)
by: Gong, Haifan, et al.
Published: (2024)
Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
by: Guan, Qiyuan, et al.
Published: (2025)
by: Guan, Qiyuan, et al.
Published: (2025)
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras
by: Raju, Gokul Raju Govinda, et al.
Published: (2025)
by: Raju, Gokul Raju Govinda, et al.
Published: (2025)
Beyond Mamba: Enhancing State-space Models with Deformable Dilated Convolutions for Multi-scale Traffic Object Detection
by: Li, Jun, et al.
Published: (2026)
by: Li, Jun, et al.
Published: (2026)
Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model
by: Wang, Hongqiu, et al.
Published: (2024)
by: Wang, Hongqiu, et al.
Published: (2024)
WaterMamba: Visual State Space Model for Underwater Image Enhancement
by: Guan, Meisheng, et al.
Published: (2024)
by: Guan, Meisheng, et al.
Published: (2024)
VSSD: Vision Mamba with Non-Causal State Space Duality
by: Shi, Yuheng, et al.
Published: (2024)
by: Shi, Yuheng, et al.
Published: (2024)
VL-Mamba: Exploring State Space Models for Multimodal Learning
by: Qiao, Yanyuan, et al.
Published: (2024)
by: Qiao, Yanyuan, et al.
Published: (2024)
EvDiff: High Quality Video with an Event Camera
by: Li, Weilun, et al.
Published: (2025)
by: Li, Weilun, et al.
Published: (2025)
Zero-Shot Video Deraining with Video Diffusion Models
by: Varanka, Tuomas, et al.
Published: (2025)
by: Varanka, Tuomas, et al.
Published: (2025)
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining
by: Zhou, Huiling, et al.
Published: (2024)
by: Zhou, Huiling, et al.
Published: (2024)
Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance
by: Li, Wenjie, et al.
Published: (2025)
by: Li, Wenjie, et al.
Published: (2025)
Palantir: Towards Efficient Super Resolution for Ultra-high-definition Live Streaming
by: Jin, Xinqi, et al.
Published: (2024)
by: Jin, Xinqi, et al.
Published: (2024)
Exploiting Regional Information Transformer for Single Image Deraining
by: Li, Baiang, et al.
Published: (2024)
by: Li, Baiang, et al.
Published: (2024)
Event Quality Score (EQS): Assessing the Realism of Simulated Event Camera Streams via Distances in Latent Space
by: Chanda, Kaustav, et al.
Published: (2025)
by: Chanda, Kaustav, et al.
Published: (2025)
MambaEVT: Event Stream based Visual Object Tracking using State Space Model
by: Wang, Xiao, et al.
Published: (2024)
by: Wang, Xiao, et al.
Published: (2024)
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding
by: Chen, Guo, et al.
Published: (2024)
by: Chen, Guo, et al.
Published: (2024)
4C4D: 4 Camera 4D Gaussian Splatting
by: Zhou, Junsheng, et al.
Published: (2026)
by: Zhou, Junsheng, et al.
Published: (2026)
Similar Items
-
EDmamba: Rethinking Efficient Event Denoising with Spatiotemporal Decoupled SSMs
by: Ruan, Ciyu, et al.
Published: (2025) -
$x^2$-Fusion: Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space
by: Guo, Ruishan, et al.
Published: (2026) -
Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application
by: Wang, Haoyang, et al.
Published: (2025) -
EventPrune: Cascaded Event-Assisted Token Pruning for Efficient First-Person Dynamic Spatial Reasoning
by: Ma, Pengtao, et al.
Published: (2026) -
Ultra-High-Frequency Harmony: mmWave Radar and Event Camera Orchestrate Accurate Drone Landing
by: Wang, Haoyang, et al.
Published: (2025)