Search Results for author: Sihui Luo

Found 5 papers, 2 papers with code

Collaboration by Competition: Self-coordinated Knowledge Amalgamation for Multi-talent Student Learning

no code implementations ECCV 2020 Sihui Luo, Wenwen Pan, Xinchao Wang, Dazhou Wang, Haihong Tang, Mingli Song

To this end, we propose a self-coordinate knowledge amalgamation network (SOKA-Net) for learning the multi-talent student model.

Progressive Network Grafting for Few-Shot Knowledge Distillation

1 code implementation9 Dec 2020 Chengchao Shen, Xinchao Wang, Youtan Yin, Jie Song, Sihui Luo, Mingli Song

In this paper, we investigate the practical few-shot knowledge distillation scenario, where we assume only a few samples without human annotations are available for each category.

Knowledge Distillation Model Compression +1

Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning

2 code implementations24 Jun 2019 Sihui Luo, Xinchao Wang, Gongfan Fang, Yao Hu, Dapeng Tao, Mingli Song

An increasing number of well-trained deep networks have been released online by researchers and developers, enabling the community to reuse them in a plug-and-play way without accessing the training annotations.

DeepSIC: Deep Semantic Image Compression

no code implementations29 Jan 2018 Sihui Luo, Yezhou Yang, Mingli Song

The same practice also enable the compressed code to carry the image semantic information during storage and transmission.

Image Compression Object Recognition

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