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2003.09148
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Event-based Asynchronous Sparse Convolutional Networks
European Conference on Computer Vision (ECCV), 2020
20 March 2020
Nico Messikommer
Daniel Gehrig
Antonio Loquercio
Davide Scaramuzza
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Papers citing
"Event-based Asynchronous Sparse Convolutional Networks"
50 / 101 papers shown
Spiking Patches: Asynchronous, Sparse, and Efficient Tokens for Event Cameras
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Ronja Güldenring
Lazaros Nalpantidis
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30 Oct 2025
Adaptive Event Stream Slicing for Open-Vocabulary Event-Based Object Detection via Vision-Language Knowledge Distillation
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Zijun Li
Jiakai Lin
Guoyu Lu
ObjD
VLM
177
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0
01 Oct 2025
Event Camera Guided Visual Media Restoration & 3D Reconstruction: A Survey
Aupendu Kar
Vishnu Raj
Guan-Ming Su
VGen
251
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0
12 Sep 2025
Exploring Spatial-Temporal Dynamics in Event-based Facial Micro-Expression Analysis
Nicolas Mastropasqua
Ignacio Bugueno-Cordova
Rodrigo Verschae
Daniel Acevedo
Pablo Negri
Maria E. Buemi
181
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0
16 Aug 2025
Revealing Latent Information: A Physics-inspired Self-supervised Pre-training Framework for Noisy and Sparse Events
Lin Zhu
Ruonan Liu
Xiao Wang
Lizhi Wang
Hua Huang
190
1
0
07 Aug 2025
evTransFER: A Transfer Learning Framework for Event-based Facial Expression Recognition
Rodrigo Verschae
Ignacio Bugueno-Cordova
ViT
218
3
0
05 Aug 2025
Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection
Aayush Atul Verma
Arpitsinh Vaghela
Bharatesh Chakravarthi
Kaustav Chanda
Yezhou Yang
3DPC
164
0
0
20 Jul 2025
Event-Priori-Based Vision-Language Model for Efficient Visual Understanding
Haotong Qin
Cheng Hu
Michele Magno
VLM
325
4
0
09 Jun 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection
M. Kowalczyk
K. Jeziorek
T. Kryjak
289
0
0
04 Jun 2025
AW-GATCN: Adaptive Weighted Graph Attention Convolutional Network for Event Camera Data Joint Denoising and Object Recognition
Haiyu Li
Charith Abhayaratne
349
2
0
16 May 2025
Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs
K. Jeziorek
T. Kryjak
AI4TS
321
0
0
12 May 2025
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
Qi Xu
Jie Deng
Jiangrong Shen
Biwu Chen
Huajin Tang
Gang Pan
406
5
0
12 May 2025
Event-Based Eye Tracking. 2025 Event-based Vision Workshop
Qinyu Chen
Chang Gao
Min Liu
Daniele Perrone
Yan Ru Pei
...
Hoang M. Truong
Vinh-Thuan Ly
Huy G. Tran
Thuan-Phat Nguyen
Tram T. Doan
308
11
0
25 Apr 2025
EHGCN: Hierarchical Euclidean-Hyperbolic Fusion via Motion-Aware GCN for Hybrid Event Stream Perception
Haosheng chen
Lian Luo
Mengjingcheng Mo
Zhanjie Wu
Guobao Xiao
Ji Gan
Jiaxu Leng
Xinbo Gao
412
1
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23 Apr 2025
Event2Vec: Processing Neuromorphic Events Directly by Representations in Vector Space
Wei Fang
Priyadarshini Panda
AI4TS
416
1
0
21 Apr 2025
Event-Enhanced Blurry Video Super-Resolution
AAAI Conference on Artificial Intelligence (AAAI), 2025
Dachun Kai
Yueyi Zhang
Jin Wang
Zeyu Xiao
Zhiwei Xiong
Xiaoyan Sun
SupR
349
7
0
17 Apr 2025
Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application
Haoyang Wang
Ruishan Guo
Pengtao Ma
Ciyu Ruan
Xinyu Luo
Wenhua Ding
Tianyang Zhong
Jingao Xu
Yunhao Liu
Xinlei Chen
548
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0
29 Mar 2025
Helios 2.0: A Robust, Ultra-Low Power Gesture Recognition System Optimised for Event-Sensor based Wearables
Prarthana Bhattacharyya
Joshua Mitton
Ryan Page
Owen Morgan
Oliver Powell
...
Kemi Jacobs
Paolo Baesso
Taru Muhonen
R. Vigars
Louis Berridge
314
2
0
10 Mar 2025
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras
Computer Vision and Pattern Recognition (CVPR), 2025
Hoonhee Cho
Jae-Young Kang
Y. Kim
Kuk-Jin Yoon
3DPC
476
6
0
26 Feb 2025
Expanding Event Modality Applications through a Robust CLIP-Based Encoder
SungHeon Jeong
Hanning Chen
Sanggeon Yun
Suhyeon Cho
Wenjun Huang
Xiangjian Liu
Mohsen Imani
506
2
0
04 Dec 2024
Time-Resolved MNIST Dataset for Single-Photon Recognition
Aleksi Suonsivu
Lauri Salmela
Edoardo Peretti
Leevi Uosukainen
Radu Ciprian Bilcu
Giacomo Boracchi
152
3
0
22 Oct 2024
Pushing the boundaries of event subsampling in event-based video classification using CNNs
Hesam Araghi
Jan van Gemert
Nergis Tomen
306
3
0
13 Sep 2024
N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks
IEEE Open Journal of Vehicular Technology (OJVT), 2024
Hyo Jong Chung
Byungkon Kang
Yoonseok Yang
240
5
0
23 Aug 2024
Exploring the Limitations of Layer Synchronization in Spiking Neural Networks
Roel Koopman
Amirreza Yousefzadeh
Mahyar Shahsavari
Guangzhi Tang
Manolis Sifalakis
580
4
0
09 Aug 2024
Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs
K. Jeziorek
Piotr Wzorek
Krzysztof Blachut
Andrea Pinna
T. Kryjak
GNN
401
11
0
11 Jun 2024
Deep Event-based Object Detection in Autonomous Driving: A Survey
Bin Zhou
Jie Jiang
280
4
0
07 May 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision
Yufeng Yang
Adrian Kneip
Charlotte Frenkel
GNN
450
19
0
30 Apr 2024
Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network
Dengyu Wu
Yi Qi
Kaiwen Cai
Gao Jin
Xinping Yi
Xiaowei Huang
237
6
0
15 Apr 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Xueye Zheng
Lin Wang
TTA
328
33
0
21 Mar 2024
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks
Ziming Wang
Ziling Wang
Huaning Li
Lang Qin
Runhao Jiang
De Ma
Huajin Tang
338
28
0
19 Mar 2024
State Space Models for Event Cameras
Nikola Zubić
Mathias Gehrig
Davide Scaramuzza
542
91
0
23 Feb 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data
Carmen Martin-Turrero
Maxence Bouvier
Manuel Breitenstein
Pietro Zanuttigh
Vincent Parret
269
8
0
02 Feb 2024
Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems
ACM SIGMM Conference on Multimedia Systems (MMSys), 2023
Andrew C. Freeman
Ketan Mayer-Patel
Montek Singh
276
8
0
13 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras
Computer Vision and Pattern Recognition (CVPR), 2023
Ziyi Wu
Mathias Gehrig
Qing Lyu
Xudong Liu
Igor Gilitschenski
305
30
0
29 Nov 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Yijin Li
Han Zhou
Bangbang Yang
Yexin Zhang
Zhaopeng Cui
Hujun Bao
Guofeng Zhang
298
131
0
28 Aug 2023
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network
Biomedical Circuits and Systems Conference (BioCAS), 2023
Qinyu Chen
Zuowen Wang
Shih-Chii Liu
Chang Gao
212
51
0
22 Aug 2023
TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras
ACM Multimedia (ACM MM), 2023
Hongwei Ren
Yue Zhou
Haotian Fu
Yulong Huang
Renjing Xu
Bo-Xun Cheng
3DPC
147
17
0
19 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events
IEEE International Conference on Computer Vision (ICCV), 2023
Hoonhee Cho
Hyeonseong Kim
Yujeong Chae
Kuk-Jin Yoon
VLM
246
38
0
18 Aug 2023
Automotive Object Detection via Learning Sparse Events by Spiking Neurons
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2023
Hu Zhang
Yanchen Li
Luziwei Leng
Kaiwei Che
Qian Liu
Qinghai Guo
Jianxing Liao
Ran Cheng
499
10
0
24 Jul 2023
Hierarchical Neural Memory Network for Low Latency Event Processing
Computer Vision and Pattern Recognition (CVPR), 2023
Ryuhei Hamaguchi
Yasutaka Furukawa
Masaki Onishi
Ken Sakurada
190
56
0
29 May 2023
RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network
Advanced Intelligent Systems (Adv. Intell. Syst.), 2023
Sangmin Yoo
Eric Lee
Ziyu Wang
Xinxin Wang
Wei D. Lu
490
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0
19 Mar 2023
Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Dongsheng Wang
Xu Jia
Yang Zhang
Xinyu Zhang
Yaoyuan Wang
Ziyang Zhang
D. Wang
Huchuan Lu
194
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17 Mar 2023
EvConv: Fast CNN Inference on Event Camera Inputs For High-Speed Robot Perception
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Yushi Guan
Nandita Vijaykumar
167
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Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks
Xueye Zheng
Yexin Liu
Yunfan Lu
Tongyan Hua
Tianbo Pan
Weiming Zhang
Dacheng Tao
Lin Wang
AI4TS
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3DV
409
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17 Feb 2023
A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yongjian Deng
Hao Chen
Bochen Xie
Hai Liu
Youfu Li
156
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0
08 Feb 2023
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff
Frontiers in Neuroscience (Front. Neurosci.), 2023
Dengyu Wu
Gao Jin
Han Yu
Xinping Yi
Xiaowei Huang
427
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0
23 Jan 2023
Event Camera Data Pre-training
IEEE International Conference on Computer Vision (ICCV), 2023
Yan Yang
Liyuan Pan
Liu Liu
492
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05 Jan 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Simone Klenk
David Bonello
Lukas Koestler
Nikita Araslanov
Zorah Lähner
404
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20 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras
Computer Vision and Pattern Recognition (CVPR), 2022
Mathias Gehrig
Davide Scaramuzza
601
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Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras
Daniel Gehrig
Davide Scaramuzza
GNN
228
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22 Nov 2022
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