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Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention

Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention

15 March 2024

Soikat Hasan Ahmed

Jan Finkbeiner

Papers citing "Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention"

11 / 11 papers shown

Title
Deep Directly-Trained Spiking Neural Networks for Object Detection Qiaoyi Su Yuhong Chou Yifan Hu Jianing Li Shijie Mei Ziyang Zhang Guoqiu Li ObjD 53 72 0 21 Jul 2023
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 77 131 0 11 Dec 2022
Sparse Compressed Spiking Neural Network Accelerator for Object Detection Hong-Han Lien Tian-Sheuan Chang 48 28 0 02 May 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 64 148 0 31 Mar 2022
Object Detection in Autonomous Vehicles: Status and Open Challenges Abhishek Balasubramaniam S. Pasricha 78 58 0 19 Jan 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 133 4,090 0 18 Jul 2021
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 65 258 0 28 Sep 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 139 527 0 11 Jul 2020
A Large Scale Event-based Detection Dataset for Automotive Pierre de Tournemire D. Nitti E. Perot D. Migliore A. Sironi 66 124 0 23 Jan 2020
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 150 7,486 0 24 Feb 2016

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