Bridging the Gap between Events and Frames through Unsupervised Domain
Adaptation

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Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation

6 September 2021

Nico Messikommer

Davide Scaramuzza

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Papers citing "Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation"

11 / 11 papers shown

Title
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian Ruitong Sun 81 0 0 01 Jul 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences Hyojin Bahng Caroline Chan F. Durand Phillip Isola EGVM 25 0 0 02 Jun 2025
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 81 16 0 29 Nov 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 85 7 0 28 Apr 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian Mohammad Rostami 83 14 0 22 Mar 2023
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision Jianping Jiang Jiahe Li Baowen Zhang Xiaoming Deng Boxin Shi 95 8 0 06 Mar 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 73 36 0 05 Jan 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 92 25 0 20 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 91 4 0 14 Dec 2022
RGB-Event Fusion for Moving Object Detection in Autonomous Driving Zhuyun Zhou Zongwei Wu Rémi Boutteau Fan Yang C. Demonceaux D. Ginhac 113 44 0 17 Sep 2022
ESS: Learning Event-based Semantic Segmentation from Still Images Zhaoning Sun Nico Messikommer Daniel Gehrig Davide Scaramuzza 98 83 0 18 Mar 2022