Exploiting Spatial Sparsity for Event Cameras with Visual Transformers

10 February 2022

Papers citing "Exploiting Spatial Sparsity for Event Cameras with Visual Transformers"

21 / 21 papers shown

Title
DELTA: Dense Depth from Events and LiDAR using Transformer's Attention Vincent Brebion Julien Moreau Franck Davoine 35 0 0 05 May 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 54 0 0 05 May 2025
Event-Based Eye Tracking. 2025 Event-based Vision Workshop Qinyu Chen Chang Gao Min Liu Daniele Perrone Yan Ru Pei ... Hoang M. Truong Vinh-Thuan Ly Huy G. Tran Thuan-Phat Nguyen Tram T. Doan 38 0 0 25 Apr 2025
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection Muhammad Ahmed Ullah Khan Abdul Hannan Khan Andreas Dengel 38 0 0 05 Apr 2025
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 98 1 0 04 Dec 2024
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras Yuhui Lin Jiahao Zhang Siyuan Li Jimin Xiao Ding Xu Wenjun Wu Jiaxuan Lu 69 0 0 22 Nov 2024
Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input Joachim Ott Zuowen Wang Shih-Chii Liu DiffM VGen 39 0 0 05 Jun 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 44 10 0 25 May 2024
Event-Based Eye Tracking. AIS 2024 Challenge Survey Zuowen Wang Chang Gao Zongwei Wu Marcos V. Conde Radu Timofte ... Bo-Xun Cheng Xinan Zhang Valentin Vial Anthony Yezzi James Tsai 63 15 0 17 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 35 11 0 02 Apr 2024
EventSleep: Sleep Activity Recognition with Event Cameras Carlos Plou Nerea Gallego Alberto Sabater Eduardo Montijano Pablo Urcola Luis Montesano Ruben Martinez-Cantin Ana C. Murillo 29 1 0 02 Apr 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data Carmen Martin-Turrero Maxence Bouvier Manuel Breitenstein Pietro Zanuttigh Vincent Parret 26 4 0 02 Feb 2024
Single-Model and Any-Modality for Video Object Tracking Zongwei Wu Jilai Zheng Xiangxuan Ren Florin-Alexandru Vasluianu Chao Ma D. Paudel Luc Van Gool Radu Timofte 49 33 0 27 Nov 2023
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 29 38 0 04 Oct 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 15 9 0 27 Sep 2023
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network Qinyu Chen Zuowen Wang Shih-Chii Liu Chang Gao 19 26 0 22 Aug 2023
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 17 12 0 06 Aug 2023
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams Bochen Xie Yongjian Deng Z. Shao Hai Liu Qingsong Xu Youfu Li 42 6 0 07 Mar 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 21 22 0 20 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 38 120 0 11 Dec 2022
Event Transformer Bin Jiang Zhihao Li M. Salman Asif Xun Cao Zhan Ma ViT 25 0 0 11 Apr 2022