Helong Zhou

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Scene Representation

Top Venues

Publications

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)