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Helong Zhou
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 17
Top Topics
Convolutional Neural Network
Scene Representation
Top Venues
CoRR
ACL (1)
ECCV (24)
ACM Multimedia
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Publications
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Bo Jiang
,
Shaoyu Chen
,
Qing Xu
,
Bencheng Liao
,
Jiajie Chen
,
Helong Zhou
,
Qian Zhang
,
Wenyu Liu
,
Chang Huang
,
Xinggang Wang
VAD: Vectorized Scene Representation for Efficient Autonomous Driving.
ICCV
(2023)
Liangchen Song
,
Xuan Gong
,
Helong Zhou
,
Jiajie Chen
,
Qian Zhang
,
David S. Doermann
,
Junsong Yuan
Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation.
ACM Multimedia
(2023)
Chuanguang Yang
,
Zhulin An
,
Helong Zhou
,
Fuzhen Zhuang
,
Yongjun Xu
,
Qian Zhang
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (8) (2023)
Bo Jiang
,
Shaoyu Chen
,
Qing Xu
,
Bencheng Liao
,
Jiajie Chen
,
Helong Zhou
,
Qian Zhang
,
Wenyu Liu
,
Chang Huang
,
Xinggang Wang
VAD: Vectorized Scene Representation for Efficient Autonomous Driving.
CoRR
(2023)
Chuanguang Yang
,
Helong Zhou
,
Zhulin An
,
Xue Jiang
,
Yongjun Xu
,
Qian Zhang
Cross-Image Relational Knowledge Distillation for Semantic Segmentation.
CVPR
(2022)
Chuanguang Yang
,
Zhulin An
,
Helong Zhou
,
Linhang Cai
,
Xiang Zhi
,
Jiwen Wu
,
Yongjun Xu
,
Qian Zhang
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition.
ECCV (24)
(2022)
Chuanguang Yang
,
Zhulin An
,
Helong Zhou
,
Yongjun Xu
,
Qian Zhang
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition.
CoRR
(2022)
Xichen Pan
,
Peiyu Chen
,
Yichen Gong
,
Helong Zhou
,
Xinbing Wang
,
Zhouhan Lin
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition.
CoRR
(2022)
Bo Jiang
,
Shaoyu Chen
,
Xinggang Wang
,
Bencheng Liao
,
Tianheng Cheng
,
Jiajie Chen
,
Helong Zhou
,
Qian Zhang
,
Wenyu Liu
,
Chang Huang
Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction.
CoRR
(2022)
Yihan Hu
,
Wenxin Shao
,
Bo Jiang
,
Jiajie Chen
,
Siqi Chai
,
Zhening Yang
,
Jingyu Qian
,
Helong Zhou
,
Qiang Liu
HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction.
CoRR
(2022)
Chuanguang Yang
,
Zhulin An
,
Helong Zhou
,
Linhang Cai
,
Xiang Zhi
,
Jiwen Wu
,
Yongjun Xu
,
Qian Zhang
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition.
CoRR
(2022)
Chuanguang Yang
,
Helong Zhou
,
Zhulin An
,
Xue Jiang
,
Yongjun Xu
,
Qian Zhang
Cross-Image Relational Knowledge Distillation for Semantic Segmentation.
CoRR
(2022)
Xichen Pan
,
Peiyu Chen
,
Yichen Gong
,
Helong Zhou
,
Xinbing Wang
,
Zhouhan Lin
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition.
ACL (1)
(2022)
Helong Zhou
,
Liangchen Song
,
Jiajie Chen
,
Ye Zhou
,
Guoli Wang
,
Junsong Yuan
,
Qian Zhang
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective.
ICLR
(2021)
Helong Zhou
,
Liangchen Song
,
Jiajie Chen
,
Ye Zhou
,
Guoli Wang
,
Junsong Yuan
,
Qian Zhang
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective.
CoRR
(2021)
Qian Zhang
,
Jianjun Li
,
Meng Yao
,
Liangchen Song
,
Helong Zhou
,
Zhichao Li
,
Wenming Meng
,
Xuezhi Zhang
,
Guoli Wang
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing.
CoRR
(2019)
Helong Zhou
,
Yie-Tarng Chen
,
Jie Zhang
,
Wen-Hsien Fang
Efficient Weighted Kernel Sharing Convolutional Neural Networks.
VCIP
(2018)