NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
Transactions on Machine Learning Research | July 2024
Zhirong Wu
Senior Researcher
Publications
Publications by Year
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Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
International Conference on Computer Vision (ICCV) | October 2023
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
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Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu
2022 Computer Vision and Pattern Recognition | April 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
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Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
NeurIPS 2021 | December 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
NeurIPS 2021 | December 2021
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
CVPR 2021 | June 2021
What Makes Instance Discrimination Good for Transfer Learning
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2021
Distilling Localization for Contrastive Representation Learning
Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
Peng-Shuai Wang, Yang Liu, Xin Tong, Zhirong Wu
AAAI | January 2021
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A Transductive Approach for Video Object Segmentation
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2020
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Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
Publications by Research Area
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NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
Transactions on Machine Learning Research | July 2024
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu
2022 Computer Vision and Pattern Recognition | April 2022
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
Peng-Shuai Wang, Yang Liu, Xin Tong, Zhirong Wu
AAAI | January 2021
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Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
International Conference on Computer Vision (ICCV) | October 2023
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu
2022 Computer Vision and Pattern Recognition | April 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
NeurIPS 2021 | December 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
NeurIPS 2021 | December 2021
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
CVPR 2021 | June 2021
What Makes Instance Discrimination Good for Transfer Learning
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2021
Distilling Localization for Contrastive Representation Learning
Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
A Transductive Approach for Video Object Segmentation
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2020
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
Publications by Type
-
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
Transactions on Machine Learning Research | July 2024
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
-
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
International Conference on Computer Vision (ICCV) | October 2023
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu
2022 Computer Vision and Pattern Recognition | April 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
NeurIPS 2021 | December 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
NeurIPS 2021 | December 2021
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
CVPR 2021 | June 2021
What Makes Instance Discrimination Good for Transfer Learning
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2021
Distilling Localization for Contrastive Representation Learning
Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
Peng-Shuai Wang, Yang Liu, Xin Tong, Zhirong Wu
AAAI | January 2021
A Transductive Approach for Video Object Segmentation
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2020
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
International Conference on Computer Vision Workshops | October 2019