Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks

3 June 2021

Papers citing "Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks"

21 / 21 papers shown

Title
Nonlinear Motion-Guided and Spatio-Temporal Aware Network for Unsupervised Event-Based Optical Flow Zuntao Liu Hao Zhuang Junjie Jiang Yuhang Song Zheng Fang 41 0 0 08 May 2025
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation Hongze Sun Jun Wang Wuque Cai Duo Chen Qianqian Liao Jiayi He Yan Cui D. Yao Daqing Guo 60 0 0 13 Mar 2025
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 43 0 0 03 Oct 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 43 2 0 14 May 2024
Towards Anytime Optical Flow Estimation with Event Cameras Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 57 3 0 11 Jul 2023
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer Shihao Zou Yuxuan Mu X. Zuo Sen Wang Chao Li Sen Wang Weixin Si Li Cheng 3DH 26 15 0 16 Mar 2023
Fully neuromorphic vision and control for autonomous drone flight Federico Paredes-Valles J. Hagenaars Julien Dupeyroux S. Stroobants Ying Xu Guido de Croon 19 35 0 15 Mar 2023
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision Jianping Jiang Jiahe Li Baowen Zhang Xiaoming Deng Boxin Shi 23 7 0 06 Mar 2023
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework Shintaro Shiba Y. Aoki Guillermo Gallego 25 16 0 14 Dec 2022
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks M. Apolinario Adarsh Kosta Utkarsh Saxena Kaushik Roy 17 7 0 03 Nov 2022
EDeNN: Event Decay Neural Networks for low latency vision Celyn Walters Simon Hadfield 17 1 0 09 Sep 2022
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 17 95 0 20 Jul 2022
Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware Simon F. Müller-Cleve Vittorio Fra Lyes Khacef Alejandro Pequeño-Zurro Daniel Klepatsch ... D. G. Ivanovich Shavika Rastogi Gianvito Urgese Friedemann Zenke Chiara Bartolozzi 12 38 0 30 May 2022
Emergent Visual Sensors for Autonomous Vehicles You Li Julien Moreau J. Ibañez-Guzmán 38 26 0 19 May 2022
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks Loic Cordone Benoit Miramond Sonia Ferrante 26 36 0 26 Apr 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 121 470 0 08 Feb 2021
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences Weihua He Yujie Wu Lei Deng Guoqi Li Haoyu Wang Yang Tian Wei Ding Wenhui Wang Yuan Xie 75 124 0 02 May 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 81 160 0 14 Mar 2020
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney R. Legenstein Wolfgang Maass 111 477 0 26 Mar 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 25 590 0 26 Oct 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,816 0 13 Jun 2015