Search Results for author: Helong Zhou

Found 5 papers, 4 papers with code

Cross-Image Relational Knowledge Distillation for Semantic Segmentation

1 code implementation14 Apr 2022 Chuanguang Yang, Helong Zhou, Zhulin An, Xue Jiang, Yongjun Xu, Qian Zhang

Current Knowledge Distillation (KD) methods for semantic segmentation often guide the student to mimic the teacher's structured information generated from individual data samples.

Knowledge Distillation Semantic Segmentation

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

1 code implementation ACL 2022 Xichen Pan, Peiyu Chen, Yichen Gong, Helong Zhou, Xinbing Wang, Zhouhan Lin

In particular, audio and visual front-ends are trained on large-scale unimodal datasets, then we integrate components of both front-ends into a larger multimodal framework which learns to recognize parallel audio-visual data into characters through a combination of CTC and seq2seq decoding.

Audio-Visual Speech Recognition Lip Reading +2

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