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

25 March 2025

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

22 / 22 papers shown

Title
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 51 20 0 31 Jul 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 58 3 0 12 Jun 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 77 57 0 18 Mar 2024
VideoMamba: State Space Model for Efficient Video Understanding Kunchang Li Xinhao Li Yi Wang Yinan He Yali Wang Limin Wang Yu Qiao Mamba 54 203 0 11 Mar 2024
State Space Models for Event Cameras Nikola Zubić Mathias Gehrig Davide Scaramuzza 84 47 0 23 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 87 155 0 05 Feb 2024
Lightweight Adaptive Feature De-drifting for Compressed Image Classification Long Peng Yang Cao Yuejin Sun Yang Wang 77 17 0 03 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 133 2,665 0 01 Dec 2023
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks Burak Ercan O. Eker Canberk Saglam Aykut Erdem Erkut Erdem VGen 40 27 0 10 May 2023
An Asynchronous Intensity Representation for Framed and Event Video Sources Andrew C. Freeman Montek Singh Ketan Mayer-Patel AI4TS 49 6 0 20 Jan 2023
Long Range Language Modeling via Gated State Spaces Harsh Mehta Ankit Gupta Ashok Cutkosky Behnam Neyshabur Mamba 79 241 0 27 Jun 2022
Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion S. Tulyakov Alfredo Bochicchio Daniel Gehrig Stamatios Georgoulis Yuan-zheng Li Davide Scaramuzza 52 124 0 31 Mar 2022
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 195 1,773 0 31 Oct 2021
DSEC: A Stereo Event Camera Dataset for Driving Scenarios Mathias Gehrig Willem Aarents Daniel Gehrig Davide Scaramuzza 3DV 82 336 0 10 Mar 2021
Events-to-Video: Bringing Modern Computer Vision to Event Cameras Henri Rebecq René Ranftl V. Koltun Davide Scaramuzza VGen 82 364 0 17 Apr 2019
The Multi Vehicle Stereo Event Camera Dataset: An Event Camera Dataset for 3D Perception A. Z. Zhu Dinesh Thakur Tolga Özaslan Bernd Pfrommer Vijay Kumar Kostas Daniilidis 3DV 3DPC 55 469 0 30 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 355 11,784 0 11 Jan 2018
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 81 597 0 26 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,555 0 07 Oct 2016
Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation Christian Reinbacher Gottfried Munda Thomas Pock 56 202 0 21 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 403 43,619 0 01 May 2014