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Helong Zhou
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2020 – today
- 2023
- [j1]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): 10212-10227 (2023) - [c7]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: 8306-8316 - [c6]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: 2704-2713 - [i9]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 abs/2303.12077 (2023) - 2022
- [c5]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: 4491-4503 - [c4]Chuanguang Yang, Helong Zhou, Zhulin An, Xue Jiang, Yongjun Xu, Qian Zhang:
Cross-Image Relational Knowledge Distillation for Semantic Segmentation. CVPR 2022: 12309-12318 - [c3]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: 534-551 - [i8]Xichen Pan, Peiyu Chen, Yichen Gong, Helong Zhou, Xinbing Wang, Zhouhan Lin:
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition. CoRR abs/2203.07996 (2022) - [i7]Chuanguang Yang, Helong Zhou, Zhulin An, Xue Jiang, Yongjun Xu, Qian Zhang:
Cross-Image Relational Knowledge Distillation for Semantic Segmentation. CoRR abs/2204.06986 (2022) - [i6]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 abs/2206.10118 (2022) - [i5]Chuanguang Yang, Zhulin An, Helong Zhou, Yongjun Xu, Qian Zhang:
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition. CoRR abs/2207.11518 (2022) - [i4]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 abs/2208.05768 (2022) - [i3]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 abs/2212.02181 (2022) - 2021
- [c2]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 - [i2]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 abs/2102.00650 (2021)
2010 – 2019
- 2019
- [i1]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 abs/1907.05653 (2019) - 2018
- [c1]Helong Zhou, Yie-Tarng Chen, Jie Zhang, Wen-Hsien Fang:
Efficient Weighted Kernel Sharing Convolutional Neural Networks. VCIP 2018: 1-4
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