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"

29 / 179 papers shown

Title
Event-based Timestamp Image Encoding Network for Human Action Recognition and Anticipation Chaoxing Huang 19 4 0 12 Apr 2021
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation M. Planamente Chiara Plizzari Marco Cannici Marco Ciccone Francesco Strada A. Bottino Matteo Matteucci Barbara Caputo 21 16 0 23 Mar 2021
AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision Chang Liu Xiaojuan Qi E. Lam Ngai Wong 25 0 0 22 Mar 2021
Time-Ordered Recent Event (TORE) Volumes for Event Cameras R. W. Baldwin Ruixu Liu Mohammed Almatrafi V. Asari Keigo Hirakawa AI4TS 30 108 0 10 Mar 2021
Representation Learning for Event-based Visuomotor Policies Sai H. Vemprala Sami Mian Ashish Kapoor 28 23 0 01 Mar 2021
Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction Daniel Gehrig Michelle Rüegg Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 46 121 0 18 Feb 2021
EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event Stream Viktor Rudnev Vladislav Golyanik Jiayi Wang Hans-Peter Seidel Franziska Mueller Mohamed A. Elgharib Christian Theobalt 34 51 0 11 Dec 2020
Event-VPR: End-to-End Weakly Supervised Network Architecture for Event-based Visual Place Recognition Delei Kong Zheng Fang Haojia Li Kuanxu Hou S. Coleman D. Kerr 9 3 0 06 Nov 2020
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 53 115 0 16 Oct 2020
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 19 250 0 28 Sep 2020
Event-based Action Recognition Using Timestamp Image Encoding Network Chaoxing Huang 17 5 0 28 Sep 2020
Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation Dimche Kostadinov Davide Scaramuzza SSL 6 4 0 23 Sep 2020
LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor Farzeen Munir Shoaib Azam M. Jeon Byung-geun Lee Witold Pedrycz 26 21 0 17 Sep 2020
TactileSGNet: A Spiking Graph Neural Network for Event-based Tactile Object Recognition Fuqiang Gu Weicong Sng Tasbolat Taunyazov Harold Soh 19 38 0 01 Aug 2020
Event Enhanced High-Quality Image Recovery Bishan Wang Jingwei He Lei Yu Guisong Xia Wen Yang SupR 41 114 0 16 Jul 2020
RGB-D-E: Event Camera Calibration for Fast 6-DOF Object Tracking Etienne Dubeau Mathieu Garon B. Debaque Raoul de Charette Jean-François Lalonde 23 17 0 09 Jun 2020
Event-based visual place recognition with ensembles of temporal windows Tobias Fischer Michael Milford 14 49 0 22 May 2020
Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs Giorgio Giannone Asha Anoosheh A. Quaglino P. DÓro Marco Gallieri Jonathan Masci AI4TS 16 6 0 07 Apr 2020
Single Image Optical Flow Estimation with an Event Camera Liyuan Pan Miaomiao Liu Richard I. Hartley 22 65 0 01 Apr 2020
Event-based Asynchronous Sparse Convolutional Networks Nico Messikommer Daniel Gehrig Antonio Loquercio Davide Scaramuzza 24 149 0 20 Mar 2020
Reducing the Sim-to-Real Gap for Event Cameras Timo Stoffregen C. Scheerlinck Davide Scaramuzza Tom Drummond Nick Barnes L. Kleeman Robert E. Mahony 24 7 0 20 Mar 2020
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras R. W. Baldwin Mohammed Almatrafi V. Asari Keigo Hirakawa 50 75 0 18 Mar 2020
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning Lin Wang Tae-Kyun Kim Kuk-Jin Yoon AI4TS SupR 23 100 0 17 Mar 2020
Event-Based Angular Velocity Regression with Spiking Networks Mathias Gehrig S. Shrestha Daniel Mouritzen Davide Scaramuzza 12 85 0 05 Mar 2020
A Differentiable Recurrent Surface for Asynchronous Event-Based Data Marco Cannici Marco Ciccone Andrea Romanoni Matteo Matteucci 14 27 0 10 Jan 2020
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 36 210 0 06 Dec 2019
Learning to Super Resolve Intensity Images from Events Mohammad Mostafavi Jonghyun Choi Kuk-Jin Yoon SupR 15 75 0 03 Dec 2019
Event-based Vision: A Survey Guillermo Gallego T. Delbruck Garrick Orchard Chiara Bartolozzi B. Taba ... Stefan Leutenegger Andrew J. Davison Jorg Conradt Kostas Daniilidis Davide Scaramuzza 22 1,753 0 17 Apr 2019
Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain Laxmi R. Iyer Yansong Chua Haizhou Li 18 53 0 03 Jul 2018