EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition

21 March 2024

Lin Wang

Papers citing "EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition"

35 / 35 papers shown

Title
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 153 0 0 04 May 2025
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey Haoyang Wang Ruishan Guo Pengtao Ma Ciyu Ruan Xinyu Luo Wenhua Ding Tianyang Zhong Jingao Xu Yunhao Liu Xinlei Chen 82 0 0 29 Mar 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 135 2 0 04 Dec 2024
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 75 24 0 19 Mar 2024
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera Jiahang Cao Xueye Zheng Yuanhuiyi Lyu Jiaxu Wang Renjing Xu Lin Wang 58 17 0 17 Sep 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 67 97 0 28 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 52 24 0 18 Aug 2023
Source-Free Domain Adaptation via Distribution Estimation Ning Ding Yixing Xu Yehui Tang Chao Xu Yunhe Wang Dacheng Tao TTA 44 115 0 24 Apr 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 47 148 0 31 Mar 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking Junjie Ye Changhong Fu Guang-Zheng Zheng D. Paudel Guang Chen 110 72 0 20 Mar 2022
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Chuan-Xian Ren Yong-Jin Liu Xiwen Zhang Ke-Kun Huang AAML OOD 51 92 0 22 Feb 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 93 128 0 05 Jun 2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data Sk. Miraj Ahmed Dripta S. Raychaudhuri S. Paul Samet Oymak Amit K. Roy-Chowdhury 47 131 0 05 Apr 2021
Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Qing Liu Adam Kortylewski Zhishuai Zhang Zizhang Li Mengqi Guo Qihao Liu Xiaoding Yuan Jiteng Mu Weichao Qiu Alan Yuille 48 20 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 61 109 0 10 Mar 2021
Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan Mohammad Rostami OOD CLL 41 68 0 26 Sep 2020
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles Guido de Croon 72 151 0 17 Sep 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 52 91 0 30 Jul 2020
Camera On-boarding for Person Re-identification using Hypothesis Transfer Learning Sk. Miraj Ahmed Aske R. Lejbølle Yikang Shen Amit K. Roy-Chowdhury 43 26 0 22 Jul 2020
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation Wen Zhang Dongrui Wu 29 99 0 01 Dec 2019
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Taojiannan Yang Sijie Zhu Chong Chen Shen Yan Mi Zhang Andrew Willis OOD 47 74 0 27 Sep 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation Woonggi Chang Tackgeun You Seonguk Seo Suha Kwak Bohyung Han OOD 64 387 0 27 May 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 54 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 82 527 0 19 Dec 2018
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks Mohammad Mostafavi Lin Wang Yo-Sung Ho Kuk-Jin Yoon VGen GAN 55 206 0 20 Nov 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 64 446 0 21 Mar 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis 66 441 0 19 Feb 2018
DART: Distribution Aware Retinal Transform for Event-based Cameras Bharath Ramesh Hong Yang Garrick Orchard Ngoc Anh Le Thi Shihao Zhang C. Xiang 65 116 0 30 Oct 2017
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 44 442 0 19 Sep 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 74 87 0 06 Jul 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 87 945 0 31 Aug 2016
Event-based Camera Pose Tracking using a Generative Event Model Guillermo Gallego Christian Forster Elias Mueggler Davide Scaramuzza GAN 77 58 0 07 Oct 2015
HFirst: A Temporal Approach to Object Recognition Garrick Orchard Cedric Meyer R. Etienne-Cummings C. Posch N. Thakor R. Benosman 71 279 0 05 Aug 2015