Event-LSTM: An Unsupervised and Asynchronous Learning-based
Representation for Event-based Data

Event-LSTM: An Unsupervised and Asynchronous Learning-based Representation for Event-based Data

10 May 2021

Lakshmi Annamalai

Vignesh Ramanathan

Chetan Singh Thakur

Papers citing "Event-LSTM: An Unsupervised and Asynchronous Learning-based Representation for Event-based Data"

17 / 17 papers shown

Title
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 85 10 0 09 May 2024
v2e: From Video Frames to Realistic DVS Events Yuhuang Hu Shih-Chii Liu T. Delbruck 49 58 0 13 Jun 2020
A Differentiable Recurrent Surface for Asynchronous Event-Based Data Marco Cannici Marco Ciccone Andrea Romanoni Matteo Matteucci 50 27 0 10 Jan 2020
Graph-Based Object Classification for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos GNN 49 166 0 19 Aug 2019
Speed Invariant Time Surface for Learning to Detect Corner Points with Event-Based Cameras Jacques Manderscheid A. Sironi Nicolas Bourdis D. Migliore Vincent Lepetit 56 95 0 27 Mar 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 84 527 0 19 Dec 2018
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain Chetan Singh Thakur J. Molin Gert Cauwenberghs Giacomo Indiveri Kundan Kumar ... Jae-sun Seo Shimeng Yu Yu Cao André van Schaik R. Etienne-Cummings 61 237 0 23 May 2018
Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars A. I. Maqueda Antonio Loquercio Guillermo Gallego Narciso García Davide Scaramuzza 75 503 0 04 Apr 2018
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification A. Sironi Manuele Brambilla Nicolas Bourdis Xavier Lagorce R. Benosman 71 447 0 21 Mar 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis 66 442 0 19 Feb 2018
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 123 1,934 0 27 Nov 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 232 8,019 0 22 May 2017
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences Daniel Neil Michael Pfeiffer Shih-Chii Liu AI4TS 66 448 0 29 Oct 2016
Training Deep Spiking Neural Networks using Backpropagation Junhaeng Lee T. Delbruck Michael Pfeiffer 90 945 0 31 Aug 2016
HFirst: A Temporal Approach to Object Recognition Garrick Orchard Cedric Meyer R. Etienne-Cummings C. Posch N. Thakor R. Benosman 71 280 0 05 Aug 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 135 3,494 0 24 Apr 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 261 12,439 0 24 Jun 2012