Helong Zhou

Cross-Image Relational Knowledge Distillation for Semantic Segmentation

Chuanguang Yang, Helong Zhou, Zhulin An et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 216 citations

Convolutional Neural Network, Scene Analysis, Semantic Relations +18

VAD: Vectorized Scene Representation for Efficient Autonomous Driving

Bo Jiang, Shaoyu Chen, Qing Xu et al. · 2023 · 163 citations

Artificial Intelligence, Engineering, Machine Learning +19

Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition

Chuanguang Yang, Zhulin An, Helong Zhou et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 77 citations

Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective

Helong Zhou, Liangchen Song, Jiajie Chen et al. · arXiv (Cornell University) · 2021 · 44 citations · Full text

Artificial Intelligence, Distillation Performance, Engineering +20

Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition

Xichen Pan, Pei-yu Chen, Yichen Gong et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 42 citations · Full text