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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 / 183 papers shown

Title
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian Ruitong Sun 81 0 0 01 Jul 2025
Spike-TBR: a Noise Resilient Neuromorphic Event Representation Gabriele Magrini. Federico Becattini Federico Becattini Luca Cultrera Lorenzo Berlincioni P. Pala A. Bimbo 99 0 0 05 Jun 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection M. Kowalczyk K. Jeziorek T. Kryjak 65 0 0 04 Jun 2025
EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation Daikun Liu Lei Cheng Teng Wang Changyin Sun 58 0 0 04 Jun 2025
Probabilistic Online Event Downsampling Andreu Girbau-Xalabarder Jun Nagata Shinichi Sumiyoshi 42 0 0 03 Jun 2025
Making Every Event Count: Balancing Data Efficiency and Accuracy in Event Camera Subsampling Hesam Araghi Jan van Gemert Nergis Tomen 12 0 0 27 May 2025
AW-GATCN: Adaptive Weighted Graph Attention Convolutional Network for Event Camera Data Joint Denoising and Object Recognition Haiyu Li Charith Abhayaratne 113 0 0 16 May 2025
Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs K. Jeziorek T. Kryjak AI4TS 93 0 0 12 May 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong Jinfeng Xu Wenhan Yang Xinlei Chen Mamba 111 0 0 08 May 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 187 0 0 05 May 2025
DELTA: Dense Depth from Events and LiDAR using Transformer's Attention Vincent Brebion Julien Moreau Franck Davoine 137 0 0 05 May 2025
Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional Motion-enhanced Event Representation Zhen Yao Xiaowen Ying Mooi Choo Choo Chuah 171 0 0 02 May 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 67 0 0 23 Apr 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 115 1 0 14 Apr 2025
Dual-Path Enhancements in Event-Based Eye Tracking: Augmented Robustness and Adaptive Temporal Modeling Hoang M. Truong Vinh-Thuan Ly Huy G. Tran Thuan-Phat Nguyen Tram T. Doan 79 0 0 14 Apr 2025
Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review Claudio Cimarelli Jose A. Millan-Romera Holger Voos J. López 62 0 0 11 Apr 2025
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection Muhammad Ahmed Ullah Khan Abdul Hannan Khan Andreas Dengel 82 0 0 05 Apr 2025
Spatiotemporal Attention Learning Framework for Event-Driven Object Recognition Tiantian Xie Pengpai Wang Rosa H. M. Chan 91 0 0 01 Apr 2025
FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion Pihai Sun Junjun Jiang Yuanqi Yao Youyu Chen Wenbo Zhao Kui Jiang Xianming Liu MDE 77 0 0 25 Mar 2025
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation Qiang Qu Ming Li Xiaoming Chen Tongliang Liu DiffM VGen 126 1 0 24 Mar 2025
Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras Shuang Guo Friedhelm Hamann Guillermo Gallego 89 1 0 21 Mar 2025
Ev-Layout: A Large-scale Event-based Multi-modal Dataset for Indoor Layout Estimation and Tracking Xucheng Guo Yiran Shen Xiaofang Xiao Yuanfeng Zhou Lin Wang 3DV 3DPC MDE 151 0 0 11 Mar 2025
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event D. Hareb J. Martinet B. Miramond 151 0 0 26 Feb 2025
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision Qiang Qu Xiaoming Chen Yuk Ying Chung Yiran Shen AI4TS 117 5 0 10 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 174 2 0 04 Dec 2024
Event-boosted Deformable 3D Gaussians for Dynamic Scene Reconstruction Wenhao Xu Wenming Weng Yueyi Zhang Ruikang Xu Zhiwei Xiong 3DGS 141 0 0 25 Nov 2024
Fully Asynchronous Neuromorphic Perception for Mobile Robot Dodging with Loihi Chips Junjie Jiang Delei Kong Chenming Hu Zheng Fang 68 1 0 14 Oct 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 119 2 0 03 Oct 2024
EventHDR: from Event to High-Speed HDR Videos and Beyond Yunhao Zou Ying Fu Tsuyoshi Takatani Yinqiang Zheng 87 7 0 25 Sep 2024
Path-adaptive Spatio-Temporal State Space Model for Event-based Recognition with Arbitrary Duration Jiazhou Zhou Kanghao Chen Lei Zhang Lin Wang 98 0 0 25 Sep 2024
Secrets of Edge-Informed Contrast Maximization for Event-Based Vision Pritam Karmokar Q. Nguyen William J. Beksi 96 1 0 22 Sep 2024
EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xu Zheng Lin Wang 85 3 0 19 Sep 2024
A dynamic vision sensor object recognition model based on trainable event-driven convolution and spiking attention mechanism Peng Zheng Qian Zhou BDL 88 0 0 19 Sep 2024
EventAug: Multifaceted Spatio-Temporal Data Augmentation Methods for Event-based Learning Yukun Tian Hao Chen Yongjian Deng Feihong Shen Kepan Liu Wei You Ziyang Zhang 57 0 0 18 Sep 2024
Pushing the boundaries of event subsampling in event-based video classification using CNNs Hesam Araghi Jan van Gemert Nergis Tomen 87 2 0 13 Sep 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring Taewoo Kim Hoonhee Cho Kuk-Jin Yoon 83 3 0 27 Aug 2024
Towards Robust Perception for Assistive Robotics: An RGB-Event-LiDAR Dataset and Multi-Modal Detection Pipeline Adam Scicluna Cedric Le Gentil Sheila Sutjipto Gavin Paul 53 0 0 23 Aug 2024
N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks Hyo Jong Chung Byungkon Kang Yoonseok Yang 64 0 0 23 Aug 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms Xiao Wang Shiao Wang Pengpeng Shao Bo Jiang Lin Zhu Yonghong Tian 347 3 0 19 Aug 2024
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Muhammad Rameez Ur Rahman Jhony H. Giraldo Indro Spinelli Stéphane Lathuilière Fabio Galasso VLM 61 0 0 18 Aug 2024
Event-Stream Super Resolution using Sigma-Delta Neural Network Waseem Shariff Joe Lemley Peter Corcoran 45 0 0 13 Aug 2024
Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation Friedhelm Hamann ZiYun Wang Ioannis Asmanis Kenneth Chaney Guillermo Gallego Kostas Daniilidis 88 11 0 15 Jul 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 97 3 0 09 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 71 0 0 09 Jul 2024
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang Zhou Xu Yuming Lin Jingtao Ye Hongsheng Li Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Liang Zhang AI4TS 74 5 0 06 Jul 2024
Research, Applications and Prospects of Event-Based Pedestrian Detection: A Survey Han Wang Yuman Nie Yun Li Hongjie Liu Min Liu Wen Cheng Yaoxiong Wang 80 0 0 05 Jul 2024
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion Quanmin Liang Zhilin Huang Xiawu Zheng Feidiao Yang Jun Peng Kai Huang Yonghong Tian 76 1 0 28 Jun 2024
Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition Lan Chen Dong Li Xiao Wang Pengpeng Shao Wei Zhang Yaowei Wang Yonghong Tian Jin Tang 102 2 0 27 Jun 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 103 17 0 25 May 2024
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal Polynomials Yan Ru Pei Olivier Coenen 61 3 0 20 May 2024