EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation

24 November 2021

Lin Wang

Kuk-Jin Yoon

Papers citing "EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation"

39 / 39 papers shown

Title
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 40 0 0 25 Mar 2025
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event D. Hareb J. Martinet B. Miramond 60 0 0 26 Feb 2025
Event-guided Low-light Video Semantic Segmentation Zhen Yao Mooi Choo Choo Chuah 48 6 0 01 Nov 2024
EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xu Zheng Lin Wang 26 1 0 19 Sep 2024
Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi Aayush Atul Verma Kostas Daniilidis Cornelia Fermuller Yezhou Yang 32 21 0 24 Aug 2024
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Muhammad Rameez Ur Rahman Jhony H. Giraldo Indro Spinelli Stéphane Lathuilière Fabio Galasso VLM 21 0 0 18 Aug 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 21 1 0 15 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 29 12 0 08 May 2024
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation Linglin Jing Yiming Ding Yunpeng Gao Zhigang Wang Xu Yan Dong Wang Gerald Schaefer Hui Fang Bin Zhao Xuelong Li 30 3 0 25 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 36 15 0 21 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 35 6 0 07 Mar 2024
Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data Jinjin Zhu Yucheng Chen Lin Wang 25 2 0 10 Jan 2024
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion Jianping Jiang Xinyu Zhou Peiqi Duan Boxin Shi 22 0 0 28 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 31 6 0 24 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 25 12 0 29 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
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 22 24 0 18 Aug 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 18 29 0 29 Jul 2023
EventCLIP: Adapting CLIP for Event-based Object Recognition Ziyi Wu Xudong Liu Igor Gilitschenski VLM 22 14 0 10 Jun 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 21 11 0 24 Apr 2023
Event-based Simultaneous Localization and Mapping: A Comprehensive Survey Kunping Huang Sen Zhang Jing Zhang Dacheng Tao 17 27 0 19 Apr 2023
Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution Yunfan Lu Zipeng Wang Minjie Liu Hongjian Wang Lin Wang SupR 19 30 0 24 Mar 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 4 0 07 Mar 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 32 79 0 17 Feb 2023
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered Environment Xiaoqian Huang Sanket Kachole Abdulla Ayyad F. B. Naeini Dimitrios Makris Yahya Zweiri 3DV 3DPC 15 9 0 13 Feb 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 19 22 0 20 Dec 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities Shristi Das Biswas Adarsh Kosta C. Liyanagedera M. Apolinario Kaushik Roy 19 18 0 19 Nov 2022
Vetaverse: A Survey on the Intersection of Metaverse, Vehicles, and Transportation Systems Pengyuan Zhou Jinjing Zhu Yiting Wang Yunfan Lu Zixiang Wei ... A. Alhilal Lik-Hang Lee Tristan Braud Pan Hui Lin Wang 13 13 0 27 Oct 2022
Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer Jiaming Liu Qizhe Zhang Jianing Li Ming Lu Tiejun Huang Shanghang Zhang 21 10 0 26 Aug 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 13 63 0 02 May 2022
ESS: Learning Event-based Semantic Segmentation from Still Images Zhaoning Sun Nico Messikommer Daniel Gehrig Davide Scaramuzza 14 76 0 18 Mar 2022
Event-guided Deblurring of Unknown Exposure Time Videos Taewoo Kim Jungmin Lee Lin Wang Kuk-Jin Yoon 6 31 0 13 Dec 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends Lin Wang Kuk-Jin Yoon 8 87 0 20 Oct 2021
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks Yujeong Chae Lin Wang Kuk-Jin Yoon 17 7 0 28 Sep 2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Nico Messikommer Daniel Gehrig Mathias Gehrig Davide Scaramuzza 23 43 0 06 Sep 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Lin Wang Yujeong Chae Kuk-Jin Yoon 6 32 0 04 Sep 2021
A Voxel Graph CNN for Object Classification with Event Cameras Yongjian Deng Hao Chen Haiyan Liu Youfu Li GNN 6 54 0 01 Jun 2021
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras R. W. Baldwin Mohammed Almatrafi V. Asari Keigo Hirakawa 40 73 0 18 Mar 2020
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 25 590 0 26 Oct 2016