End-to-End Learning of Representations for Asynchronous Event-Based Data

17 April 2019

Daniel Gehrig

Antonio Loquercio

Konstantinos G. Derpanis

Papers citing "End-to-End Learning of Representations for Asynchronous Event-Based Data"

50 / 179 papers shown

Title
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 48 0 0 18 Apr 2024
Seeing Motion at Nighttime with an Event Camera Haoyue Liu Shihan Peng Lin Zhu Yi Chang Hanyu Zhou Luxin Yan 60 11 0 18 Apr 2024
Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures Marco Rasetto Himanshu Akolkar R. Benosman 3DH 38 0 0 15 Apr 2024
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera Yan Ru Pei Sasskia Brüers Sébastien Crouzet Douglas McLelland Olivier Coenen 33 8 0 13 Apr 2024
Event-Enhanced Snapshot Compressive Videography at 10K FPS Bo Zhang J. Suo Qionghai Dai VGen 34 0 0 11 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 65 13 0 02 Apr 2024
Tracking-Assisted Object Detection with Event Cameras Ting-Kang Yen Igor Morawski Shusil Dangi Kai He ChungYi Lin Jia-Fong Yeh Hung-Ting Su Winston H. Hsu 47 0 0 27 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 43 19 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 41 10 0 19 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 37 7 0 14 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 44 6 0 07 Mar 2024
Data-efficient Event Camera Pre-training via Disentangled Masked Modeling Zhenpeng Huang Chao Li Hao Chen Yongjian Deng Yifeng Geng Limin Wang 55 2 0 01 Mar 2024
PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds Haotian Liu Sanqing Qu Fan Lu Zongtao Bu Florian Roehrbein Alois Knoll Guang Chen MDE 52 2 0 29 Feb 2024
Event-Based Motion Magnification Yutian Chen Shi Guo Fangzheng Yu Feng Zhang Liang Feng Tianfan Xue 46 3 0 19 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 38 4 0 02 Feb 2024
TIM: An Efficient Temporal Interaction Module for Spiking Transformer Sicheng Shen Dongcheng Zhao Guobin Shen Yi Zeng AI4TS 47 6 0 22 Jan 2024
Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition Haoxiang Yang Chengguo Yuan Yabin Zhu Langlang Chen Tianlin Li Jin Tang 56 0 0 20 Jan 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 34 1 0 06 Jan 2024
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian 37 0 0 02 Jan 2024
Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems Andrew C. Freeman Ketan Mayer-Patel Montek Singh 40 5 0 13 Dec 2023
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning Xiuhong Lin Changjie Qiu Zhipeng Cai Siqi Shen Yu Zang Weiquan Liu Xuesheng Bian Matthias Müller Cheng-Yu Wang 3DPC 26 4 0 30 Nov 2023
In the Blink of an Eye: Event-based Emotion Recognition Haiwei Zhang Jiqing Zhang B. Dong Pieter Peers Wenwei Wu Xiaopeng Wei Felix Heide Xin Yang CVBM 32 12 0 06 Oct 2023
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 55 39 0 04 Oct 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 20 9 0 27 Sep 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 46 95 0 28 Aug 2023
Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification Chengguo Yuan Yu Jin Zong-Yao Wu Fanting Wei Yangzirui Wang Langlang Chen Tianlin Li ViT 100 7 0 23 Aug 2023
TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras Hongwei Ren Yue Zhou Haotian Fu Yulong Huang Renjing Xu Bo-Xun Cheng 3DPC 27 11 0 19 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 31 24 0 18 Aug 2023
SODFormer: Streaming Object Detection with Transformer Using Events and Frames Dianze Li Jianing Li Yonghong Tian ViT 32 27 0 08 Aug 2023
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 29 16 0 06 Aug 2023
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition Sizhen Bian Michele Magno 17 4 0 01 Aug 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera Lujie Xia Ziluo Ding Rui Zhao Jiyuan Zhang Lei Ma Zhaofei Yu Tiejun Huang Ruiqin Xiong 19 10 0 12 Jul 2023
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 75 7 0 11 Jul 2023
Cross-modal Place Recognition in Image Databases using Event-based Sensors Xiangli Ji Jiaxin Wei Yifu Wang Huiliang Shang L. Kneip 68 1 0 03 Jul 2023
Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames Yunfan Lu Guoqiang Liang Lin Wang 45 4 0 27 Jun 2023
EventCLIP: Adapting CLIP for Event-based Object Recognition Ziyi Wu Xudong Liu Igor Gilitschenski VLM 37 15 0 10 Jun 2023
Point-Voxel Absorbing Graph Representation Learning for Event Stream based Recognition Bowei Jiang Chengguo Yuan Tianlin Li Zhimin Bao Lin Zhu Yonghong Tian Bin Luo GNN 3DPC 33 4 0 08 Jun 2023
DH-PTAM: A Deep Hybrid Stereo Events-Frames Parallel Tracking And Mapping System Abanob Soliman Fabien Bonardi Désiré Sidibé S. Bouchafa 40 6 0 02 Jun 2023
Hierarchical Neural Memory Network for Low Latency Event Processing Ryuhei Hamaguchi Yasutaka Furukawa Masaki Onishi Ken Sakurada 51 26 0 29 May 2023
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection Nikola Zubić Daniel Gehrig Mathias Gehrig Davide Scaramuzza AI4TS 35 36 0 26 Apr 2023
Event-based Simultaneous Localization and Mapping: A Comprehensive Survey Kunping Huang Sen Zhang Jing Zhang Dacheng Tao 45 27 0 19 Apr 2023
A Hybrid ANN-SNN Architecture for Low-Power and Low-Latency Visual Perception Asude Aydin Mathias Gehrig Daniel Gehrig Davide Scaramuzza 26 11 0 24 Mar 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian Mohammad Rostami 36 14 0 22 Mar 2023
Learning Optical Flow from Event Camera with Rendered Dataset Xinglong Luo Kunming Luo Ao Luo Zhengning Wang Ping Tan Shuaicheng Liu 32 17 0 20 Mar 2023
RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network Sangmin Yoo Eric Lee Ziyu Wang Xinxin Wang Wei D. Lu 40 6 0 19 Mar 2023
Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation Dongsheng Wang Xu Jia Yang Zhang Xinyu Zhang Yaoyuan Wang Ziyang Zhang D. Wang Huchuan Lu 19 17 0 17 Mar 2023
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer Shihao Zou Yuxuan Mu Wei Ji Zi-An Wang Xinxin Zuo Sen Wang Weixin Si Li Cheng 3DH 44 15 0 16 Mar 2023
Training Robust Spiking Neural Networks with ViewPoint Transform and SpatioTemporal Stretching Haibo Shen Juyu Xiao Yihao Luo Xiang Cao Liangqi Zhang Tianjiang Wang 31 2 0 14 Mar 2023
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams Bochen Xie Yongjian Deng Z. Shao Hai Liu Qingsong Xu Youfu Li 45 6 0 07 Mar 2023
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision Jianping Jiang Jiahe Li Baowen Zhang Xiaoming Deng Boxin Shi 28 7 0 06 Mar 2023