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PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining

PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining

8 May 2025
Ciyu Ruan
Ruishan Guo
Zihang Gong
Jinfeng Xu
Wenhan Yang
Xinlei Chen
    Mamba
ArXiv (abs)PDFHTML

Papers citing "PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining"

40 / 40 papers shown
Title
A Hybrid Transformer-Mamba Network for Single Image Deraining
A Hybrid Transformer-Mamba Network for Single Image Deraining
Shangquan Sun
Wenqi Ren
Juxiang Zhou
Jianhou Gan
Rui Wang
Xiaochun Cao
Mamba
102
7
0
31 Aug 2024
Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End
  for Efficient Temporal Data Processing
Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing
Jiahao Qin
Feng Liu
Mamba
34
7
0
04 Aug 2024
FourierMamba: Fourier Learning Integration with State Space Models for
  Image Deraining
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
Dong Li
Yidi Liu
Xueyang Fu
Senyan Xu
Zheng-Jun Zha
Mamba
99
13
0
29 May 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba
Hongwei Ren
Yue Zhou
Jiadong Zhu
Haotian Fu
Yulong Huang
Xiaopeng Lin
Yuetong Fang
Fei Ma
Hao Yu
Bo-Xun Cheng
Mamba
132
10
0
09 May 2024
MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware
  State Space Model
MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space Model
Kang Zeng
Haowen Shi
Jiacheng Lin
Siyu Li
Jintao Cheng
Kaiwei Wang
Zhiyong Li
Kailun Yang
Mamba
84
8
0
19 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image
  Deraining
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining
Zou Zhen
Yu Hu
Zhao Feng
Mamba
81
43
0
15 Apr 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
Hang Guo
Jinmin Li
Tao Dai
Zhihao Ouyang
Xudong Ren
Shu-Tao Xia
Mamba
125
248
0
23 Feb 2024
State Space Models for Event Cameras
State Space Models for Event Cameras
Nikola Zubić
Mathias Gehrig
Davide Scaramuzza
139
49
0
23 Feb 2024
Vision Mamba: Efficient Visual Representation Learning with
  Bidirectional State Space Model
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Lianghui Zhu
Bencheng Liao
Qian Zhang
Xinlong Wang
Wenyu Liu
Xinggang Wang
Mamba
121
811
0
17 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Albert Gu
Tri Dao
Mamba
168
2,831
0
01 Dec 2023
Spiking PointNet: Spiking Neural Networks for Point Clouds
Spiking PointNet: Spiking Neural Networks for Point Clouds
Dayong Ren
Zhe Ma
Y. Chen
Weihang Peng
Xiaode Liu
Yuhan Zhang
Yu-Zhu Guo
3DH3DPC
62
29
0
10 Oct 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural
  Networks
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks
Jiangrong Shen
Qi Xu
Jian K. Liu
Yueming Wang
Gang Pan
Huajin Tang
72
43
0
06 Jun 2023
Neuromorphic Optical Flow and Real-time Implementation with Event
  Cameras
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras
Yannick Schnider
Stanisław Woźniak
Mathias Gehrig
J. Lecomte
Axel von Arnim
Luca Benini
Davide Scaramuzza
A. Pantazi
95
17
0
14 Apr 2023
Learning A Sparse Transformer Network for Effective Image Deraining
Learning A Sparse Transformer Network for Effective Image Deraining
Xiang Chen
Hao‐Ran Li
Mingqiang Li
Jin-shan Pan
ViT
371
240
0
21 Mar 2023
Point Transformer V2: Grouped Vector Attention and Partition-based
  Pooling
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
Xiaoyang Wu
Yixing Lao
Li Jiang
Xihui Liu
Hengshuang Zhao
3DPCViT
168
406
0
11 Oct 2022
AEGNN: Asynchronous Event-based Graph Neural Networks
AEGNN: Asynchronous Event-based Graph Neural Networks
S. Schaefer
Daniel Gehrig
Davide Scaramuzza
GNN
93
149
0
31 Mar 2022
Transformer Quality in Linear Time
Transformer Quality in Linear Time
Weizhe Hua
Zihang Dai
Hanxiao Liu
Quoc V. Le
147
232
0
21 Feb 2022
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for
  Event-Based Vision
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision
Alexander Kugele
Thomas Pfeil
Michael Pfeiffer
Elisabetta Chicca
81
30
0
06 Dec 2021
SwinIR: Image Restoration Using Swin Transformer
SwinIR: Image Restoration Using Swin Transformer
Christos Sakaridis
Jie Cao
Guolei Sun
Peng Sun
Luc Van Gool
Radu Timofte
ViT
198
2,982
0
23 Aug 2021
Uformer: A General U-Shaped Transformer for Image Restoration
Uformer: A General U-Shaped Transformer for Image Restoration
Zhendong Wang
Xiaodong Cun
Jianmin Bao
Wengang Zhou
Jianzhuang Liu
Houqiang Li
ViT
201
1,436
0
06 Jun 2021
Comparing Representations in Tracking for Event Camera-based SLAM
Comparing Representations in Tracking for Event Camera-based SLAM
Jianhao Jiao
Huaiyang Huang
Liang Li
Zhijian He
Yilong Zhu
Ming-Yuan Liu
72
29
0
20 Apr 2021
Multi-Stage Progressive Image Restoration
Multi-Stage Progressive Image Restoration
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
Ling Shao
249
1,506
0
04 Feb 2021
Focal Frequency Loss for Image Reconstruction and Synthesis
Focal Frequency Loss for Image Reconstruction and Synthesis
Liming Jiang
Bo Dai
Wayne Wu
Chen Change Loy
125
289
0
23 Dec 2020
Point Transformer
Point Transformer
Nico Engel
Vasileios Belagiannis
Klaus C. J. Dietmayer
3DPC
190
2,023
0
02 Nov 2020
Temporal Binary Representation for Event-Based Action Recognition
Temporal Binary Representation for Event-Based Action Recognition
Simone Undri Innocenti
Federico Becattini
F. Pernici
A. Bimbo
119
69
0
18 Oct 2020
Rain rendering for evaluating and improving robustness to bad weather
Rain rendering for evaluating and improving robustness to bad weather
Maxime Tremblay
Shirsendu Sukanta Halder
Raoul de Charette
Jean-François Lalonde
75
116
0
06 Sep 2020
Wavelet-Based Dual-Branch Network for Image Demoireing
Wavelet-Based Dual-Branch Network for Image Demoireing
Lin Liu
Jianzhuang Liu
Shanxin Yuan
Greg Slabaugh
A. Leonardis
Wen-gang Zhou
Qi Tian
88
112
0
14 Jul 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of
  Spiking Neural Networks
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
Wei Fang
Zhaofei Yu
Yanqing Chen
T. Masquelier
Tiejun Huang
Yonghong Tian
180
533
0
11 Jul 2020
A Model-driven Deep Neural Network for Single Image Rain Removal
A Model-driven Deep Neural Network for Single Image Rain Removal
Hong Wang
Qi Xie
Qian Zhao
Deyu Meng
116
333
0
04 May 2020
Event Probability Mask (EPM) and Event Denoising Convolutional Neural
  Network (EDnCNN) for Neuromorphic Cameras
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras
R. W. Baldwin
Mohammed Almatrafi
V. Asari
Keigo Hirakawa
114
77
0
18 Mar 2020
Single Image Deraining: From Model-Based to Data-Driven and Beyond
Single Image Deraining: From Model-Based to Data-Driven and Beyond
Wenhan Yang
R. Tan
Shiqi Wang
Yuming Fang
Jiaying Liu
94
227
0
16 Dec 2019
Video to Events: Recycling Video Datasets for Event Cameras
Video to Events: Recycling Video Datasets for Event Cameras
Daniel Gehrig
Mathias Gehrig
Javier Hidalgo-Carrió
Davide Scaramuzza
112
213
0
06 Dec 2019
EVDodgeNet: Deep Dynamic Obstacle Dodging with Event Cameras
EVDodgeNet: Deep Dynamic Obstacle Dodging with Event Cameras
N. Sanket
Chethan Parameshwara
Chahat Deep Singh
Ashwin V. Kuruttukulam
Cornelia Fermuller
Davide Scaramuzza
Yiannis Aloimonos
101
96
0
07 Jun 2019
Event-based Vision: A Survey
Event-based Vision: A Survey
Guillermo Gallego
T. Delbruck
Garrick Orchard
Chiara Bartolozzi
B. Taba
...
Stefan Leutenegger
Andrew J. Davison
Jorg Conradt
Kostas Daniilidis
Davide Scaramuzza
98
1,822
0
17 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data
End-to-End Learning of Representations for Asynchronous Event-Based Data
Daniel Gehrig
Antonio Loquercio
Konstantinos G. Derpanis
Davide Scaramuzza
DRLAI4TS
131
338
0
17 Apr 2019
Spatial Attentive Single-Image Deraining with a High Quality Real Rain
  Dataset
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset
Tianyu Wang
Xin Yang
Ke Xu
Shaozhe Chen
Qiang Zhang
Rynson W. H. Lau
111
535
0
02 Apr 2019
EventNet: Asynchronous Recursive Event Processing
EventNet: Asynchronous Recursive Event Processing
Yusuke Sekikawa
K. Hara
Hideo Saito
134
102
0
07 Dec 2018
Robust Video Content Alignment and Compensation for Rain Removal in a
  CNN Framework
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework
Jie Chen
Cheen-Hau Tan
Junhui Hou
Lap-Pui Chau
He Li
106
156
0
28 Mar 2018
Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM
  in HDR and High Speed Scenarios
Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High Speed Scenarios
Antoni Rosinol Vidal
Henri Rebecq
Timo Horstschaefer
Davide Scaramuzza
102
445
0
19 Sep 2017
PointNet: Deep Learning on Point Sets for 3D Classification and
  Segmentation
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas Guibas
3DH3DPC3DVPINN
566
14,427
0
02 Dec 2016
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