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

8 May 2025

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