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Event Transformer. A sparse-aware solution for efficient event data processing

7 April 2022

Papers citing "Event Transformer. A sparse-aware solution for efficient event data processing"

27 / 27 papers shown

Title
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition Siyuan Yang Shilin Lu Shizheng Wang Meng Hwa Er Zengwei Zheng Alex C. Kot 95 0 0 21 Mar 2025
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perception Ziwei Wang Liyuan Pan Yonhon Ng Zheyu Zhuang Robert E. Mahony 68 24 0 11 Oct 2021
TUM-VIE: The TUM Stereo Visual-Inertial Event Dataset Simone Klenk J. Chui Nikolaus Demmel Daniel Cremers 68 62 0 16 Aug 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle Sebastian Borgeaud Jean-Baptiste Alayrac Carl Doersch Catalin Ionescu ... Olivier J. Hénaff M. Botvinick Andrew Zisserman Oriol Vinyals João Carreira MLLM VLM GNN 98 584 0 30 Jul 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 121 1,490 0 24 Jun 2021
Differentiable Event Stream Simulator for Non-Rigid 3D Tracking Jalees Nehvi Vladislav Golyanik Franziska Mueller Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt 52 26 0 30 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 225 2,168 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
Time-Ordered Recent Event (TORE) Volumes for Event Cameras R. W. Baldwin Ruixu Liu Mohammed Almatrafi V. Asari Keigo Hirakawa AI4TS 77 109 0 10 Mar 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 212 1,024 0 04 Mar 2021
Representation Learning for Event-based Visuomotor Policies Sai H. Vemprala Sami Mian Ashish Kapoor 49 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 80 123 0 18 Feb 2021
The GRIFFIN Perception Dataset: Bridging the Gap Between Flapping-Wing Flight and Robotic Perception J. P. Rodríguez-Gómez R. Tapia J. Paneque P. Grau A. Gómez Eguíluz J. R. Martínez-de-Dios Aníbal Ollero 84 25 0 25 Jan 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 79 53 0 11 Dec 2020
Temporal Binary Representation for Event-Based Action Recognition Simone Undri Innocenti Federico Becattini F. Pernici A. Bimbo 108 69 0 18 Oct 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 135 2,449 0 18 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 456 13,130 0 26 May 2020
Event Based, Near Eye Gaze Tracking Beyond 10,000Hz Anastasios Nikolas Angelopoulos Julien N. P. Martel Amit Kohli Jorg Conradt Gordon Wetzstein 63 98 0 07 Apr 2020
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 103 212 0 06 Dec 2019
Graph-Based Object Classification for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos GNN 58 166 0 19 Aug 2019
Spatiotemporal Filtering for Event-Based Action Recognition Rohan Ghosh A. Gupta Andrei Nakagawa Silva A. Soares N. Thakor 41 34 0 17 Mar 2019
EventNet: Asynchronous Recursive Event Processing Yusuke Sekikawa K. Hara Hideo Saito 108 101 0 07 Dec 2018
SLAYER: Spike Layer Error Reassignment in Time S. Shrestha Garrick Orchard 70 752 0 05 Sep 2018
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 143 1,673 0 14 Mar 2018
Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High Speed Scenarios Antoni Rosinol Vidal Henri Rebecq Timo Horstschaefer Davide Scaramuzza 72 445 0 19 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 64 1,030 0 08 Jun 2017