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
Event Fusion Photometric Stereo Network Won-Wha Ryoo Giljoo Nam Jae-Sang Hyun Sangpil Kim 40 2 0 01 Mar 2023
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 BDL 3DV 52 84 0 17 Feb 2023
A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition Yongjian Deng Hao Chen Bochen Xie Hai Liu Youfu Li 30 4 0 08 Feb 2023
An Asynchronous Intensity Representation for Framed and Event Video Sources Andrew C. Freeman Montek Singh Ketan Mayer-Patel AI4TS 37 6 0 20 Jan 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 28 32 0 05 Jan 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 34 23 0 20 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 45 122 0 11 Dec 2022
Event-based Monocular Dense Depth Estimation with Recurrent Transformers Xu Liu Jianing Li Xiaopeng Fan Yonghong Tian ViT MDE 74 16 0 06 Dec 2022
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras Daniel Gehrig Davide Scaramuzza GNN 41 29 0 22 Nov 2022
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors Tianlin Li Zong-Yao Wu Bowei Jiang Zhimin Bao Lin Zhu Guoqiu Li Yaowei Wang Yonghong Tian 36 36 0 17 Nov 2022
Learning Dense and Continuous Optical Flow from an Event Camera Zhexiong Wan Yuchao Dai Yuxin Mao 37 57 0 16 Nov 2022
Detecting Line Segments in Motion-blurred Images with Events Huai Yu Hao Li Wen Yang Lei Yu Guisong Xia 47 10 0 14 Nov 2022
Globally Optimal Event-Based Divergence Estimation for Ventral Landing Sofia Mcleod Gabriele Meoni Dario Izzo Anne Mergy Daqi Liu Yasir Latif Ian Reid Tat-Jun Chin 53 10 0 27 Sep 2022
EDeNN: Event Decay Neural Networks for low latency vision Celyn Walters Simon Hadfield 30 1 0 09 Sep 2022
Motion Robust High-Speed Light-Weighted Object Detection With Event Camera Bing-Quan Liu Chang Xu Wen Yang Huai Yu Lei Yu 43 35 0 24 Aug 2022
Training Robust Spiking Neural Networks on Neuromorphic Data with Spatiotemporal Fragments Haibo Shen Yihao Luo Xiang Cao Liangqi Zhang Juyu Xiao Tianjiang Wang 25 3 0 24 Jul 2022
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 37 96 0 20 Jul 2022
How Many Events do You Need? Event-based Visual Place Recognition Using Sparse But Varying Pixels Tobias Fischer Michael Milford 22 15 0 28 Jun 2022
IBISCape: A Simulated Benchmark for multi-modal SLAM Systems Evaluation in Large-scale Dynamic Environments Abanob Soliman Fabien Bonardi Désiré Sidibé S. Bouchafa 30 10 0 27 Jun 2022
Efficient Human Pose Estimation via 3D Event Point Cloud Jiaan Chen Haowen Shi Yaozu Ye Kailun Yang Lei Sun Kaiwei Wang 3DPC 3DH 35 25 0 09 Jun 2022
EventMix: An Efficient Augmentation Strategy for Event-Based Data Guobin Shen Dongcheng Zhao Yijing Zeng AI4TS 47 12 0 24 May 2022
A Framework for Event-based Computer Vision on a Mobile Device Gregor Lenz S. Picaud S. Ieng FedML 35 1 0 13 May 2022
Event Transformer Bin Jiang Zhihao Li Ulugbek S. Kamilov Xun Cao Zhan Ma ViT 38 0 0 11 Apr 2022
Event-based Navigation for Autonomous Drone Racing with Sparse Gated Recurrent Network Kristoffer Fogh Andersen H. Pham Halil Ibrahim Ugurlu Erdal Kayacan 29 8 0 05 Apr 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 26 142 0 31 Mar 2022
Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition Junho Kim I. Hwang Y. Kim TTA 42 27 0 23 Mar 2022
ESS: Learning Event-based Semantic Segmentation from Still Images Zhaoning Sun Nico Messikommer Daniel Gehrig Davide Scaramuzza 40 78 0 18 Mar 2022
Multi-Bracket High Dynamic Range Imaging with Event Cameras Nico Messikommer Stamatios Georgoulis Daniel Gehrig S. Tulyakov Julius Erbach Alfredo Bochicchio Yuanyou Li Davide Scaramuzza 32 36 0 13 Mar 2022
Exploiting Spatial Sparsity for Event Cameras with Visual Transformers Zuowen Wang Yuhuang Hu Shih-Chii Liu ViT 36 33 0 10 Feb 2022
Adversarial Attack for Asynchronous Event-based Data Wooju Lee Hyun Myung AAML 24 8 0 27 Dec 2021
Real-Time Optical Flow for Vehicular Perception with Low- and High-Resolution Event Cameras Vincent Brebion Julien Moreau Franck Davoine 37 31 0 20 Dec 2021
E $^2$ (GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari M. Planamente Gabriele Goletto Marco Cannici Emanuele Gusso Matteo Matteucci Barbara Caputo EgoV 35 56 0 07 Dec 2021
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision Alexander Kugele Thomas Pfeil Michael Pfeiffer Elisabetta Chicca 42 30 0 06 Dec 2021
N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras Junho Kim Jaehyeok Bae Gang-Ryeong Park Dongsu Zhang Y. Kim ObjD 32 84 0 02 Dec 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 47 64 0 24 Nov 2021
Neural Implicit Event Generator for Motion Tracking Mana Masuda Yusuke Sekikawa Ryoske Fujii Hideo Saito 34 4 0 06 Nov 2021
Event Guided Depth Sensing Manasi Muglikar Diederik Paul Moeys Davide Scaramuzza 3DV 37 19 0 20 Oct 2021
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks Yujeong Chae Lin Wang Kuk-Jin Yoon 26 7 0 28 Sep 2021
Object Tracking by Jointly Exploiting Frame and Event Domain Jiqing Zhang Xin Yang Yingkai Fu Xiaopeng Wei Baocai Yin B. Dong 79 85 0 19 Sep 2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Nico Messikommer Daniel Gehrig Mathias Gehrig Davide Scaramuzza 33 43 0 06 Sep 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Lin Wang Yujeong Chae Kuk-Jin Yoon 32 32 0 04 Sep 2021
EventHPE: Event-based 3D Human Pose and Shape Estimation Shihao Zou Chuan Guo Wei Ji Sen Wang Pengyu Wang Xiaoqin Hu Shoushun Chen Minglun Gong Li Cheng 3DH 14 50 0 15 Aug 2021
Multi-domain Collaborative Feature Representation for Robust Visual Object Tracking Jiqing Zhang Kai Zhao B. Dong Yingkai Fu Yuxin Wang Xin Yang Baocai Yin 205 16 0 10 Aug 2021
Event-driven Vision and Control for UAVs on a Neuromorphic Chip A. Vitale Alpha Renner Celine Nauer Davide Scaramuzza Yulia Sandamirskaya BDL 49 63 0 08 Aug 2021
TimeLens: Event-based Video Frame Interpolation S. Tulyakov Daniel Gehrig Stamatios Georgoulis Julius Erbach Mathias Gehrig Yuanyou Li Davide Scaramuzza 35 182 0 14 Jun 2021
EventDrop: data augmentation for event-based learning Fuqiang Gu Weicong Sng Xuke Hu Fei Yu 24 37 0 07 Jun 2021
Extended Tactile Perception: Vibration Sensing through Tools and Grasped Objects Tasbolat Taunyazov Luar Shui Song Eugene Lim H. See D. Lee Benjamin C. K. Tee Harold Soh 18 20 0 01 Jun 2021
A Voxel Graph CNN for Object Classification with Event Cameras Yongjian Deng Hao Chen Haiyan Liu Youfu Li GNN 29 54 0 01 Jun 2021
Event-LSTM: An Unsupervised and Asynchronous Learning-based Representation for Event-based Data Lakshmi Annamalai Vignesh Ramanathan Chetan Singh Thakur 19 15 0 10 May 2021
Lifting Monocular Events to 3D Human Poses Gianluca Scarpellini Pietro Morerio Alessio Del Bue 3DH 43 22 0 21 Apr 2021