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2505.05307
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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
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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
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
Jiahao Qin
Feng Liu
Mamba
34
7
0
04 Aug 2024
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
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
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
Zou Zhen
Yu Hu
Zhao Feng
Mamba
81
43
0
15 Apr 2024
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
Nikola Zubić
Mathias Gehrig
Davide Scaramuzza
139
49
0
23 Feb 2024
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
Albert Gu
Tri Dao
Mamba
168
2,831
0
01 Dec 2023
Spiking PointNet: Spiking Neural Networks for Point Clouds
Dayong Ren
Zhe Ma
Y. Chen
Weihang Peng
Xiaode Liu
Yuhan Zhang
Yu-Zhu Guo
3DH
3DPC
62
29
0
10 Oct 2023
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
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
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
Xiaoyang Wu
Yixing Lao
Li Jiang
Xihui Liu
Hengshuang Zhao
3DPC
ViT
168
406
0
11 Oct 2022
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
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
Alexander Kugele
Thomas Pfeil
Michael Pfeiffer
Elisabetta Chicca
81
30
0
06 Dec 2021
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
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
Jianhao Jiao
Huaiyang Huang
Liang Li
Zhijian He
Yilong Zhu
Ming-Yuan Liu
72
29
0
20 Apr 2021
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
Liming Jiang
Bo Dai
Wayne Wu
Chen Change Loy
125
289
0
23 Dec 2020
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
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
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
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
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
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
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
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
Daniel Gehrig
Mathias Gehrig
Javier Hidalgo-Carrió
Davide Scaramuzza
112
213
0
06 Dec 2019
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
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
Daniel Gehrig
Antonio Loquercio
Konstantinos G. Derpanis
Davide Scaramuzza
DRL
AI4TS
131
338
0
17 Apr 2019
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
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
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
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
C. Qi
Hao Su
Kaichun Mo
Leonidas Guibas
3DH
3DPC
3DV
PINN
566
14,420
0
02 Dec 2016
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