Event Camera Data Pre-training

5 January 2023

Papers citing "Event Camera Data Pre-training"

28 / 28 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 59 0 0 05 May 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu Xinyu Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 34 0 0 17 Apr 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 45 0 0 25 Mar 2025
Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms Xinyu Wang Y. Li Fuling Wang Bo Jiang Yixuan Wang Yonghong Tian Jin Tang Bin Luo SLR 74 0 0 09 Mar 2025
FlexEvent: Event Camera Object Detection at Arbitrary Frequencies Dongyue Lu Lingdong Kong Gim Hee Lee Camille Simon Chane Wei Tsang Ooi 67 2 0 09 Dec 2024
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
Learning Collective Dynamics of Multi-Agent Systems using Event-based Vision Minah Lee Uday Kamal Saibal Mukhopadhyay 27 0 0 11 Nov 2024
Path-adaptive Spatio-Temporal State Space Model for Event-based Recognition with Arbitrary Duration Jiazhou Zhou Kanghao Chen Lei Zhang Lin Wang 26 0 0 25 Sep 2024
SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation Yi Tian Juan Andrade-Cetto 32 0 0 06 Sep 2024
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Muhammad Rameez Ur Rahman Jhony H. Giraldo Indro Spinelli Stéphane Lathuilière Fabio Galasso VLM 28 0 0 18 Aug 2024
EZSR: Event-based Zero-Shot Recognition Yan Yang Sehwan Kim Dongxu Li Y. Sun 31 0 0 31 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 39 0 0 09 Jul 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 34 14 0 08 May 2024
Data-efficient Event Camera Pre-training via Disentangled Masked Modeling Zhenpeng Huang Chao Li Hao Chen Yongjian Deng Yifeng Geng Limin Wang 45 2 0 01 Mar 2024
Language-driven All-in-one Adverse Weather Removal Hao Yang Liyuan Pan Yan Yang Wei Liang VLM KELM 21 18 0 03 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 27 13 0 29 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 30 4 0 20 Nov 2023
Object-centric Cross-modal Feature Distillation for Event-based Object Detection Lei Li Alexander Liniger Mario Millhaeusler Vagia Tsiminaki Yuanyou Li Dengxin Dai 31 4 0 09 Nov 2023
L2T-DLN: Learning to Teach with Dynamic Loss Network Zhoyang Hai Liyuan Pan Xiabi Liu Zhengzheng Liu Mirna Yunita 20 1 0 30 Oct 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 24 16 0 06 Aug 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 42 9 0 19 Jul 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 31 11 0 24 Apr 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 47 80 0 17 Feb 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 29 23 0 20 Dec 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020