HyP 2 Loss: Beyond Hypersphere Metric Space for Multi-label Image Retrieval

Author:

Xu Chengyin1,Chai Zenghao1,Xu Zhengzhuo1,Yuan Chun2,Fan Yanbo3,Wang Jue3

Affiliation:

1. Tsinghua University, Shenzhen, China

2. Tsinghua University & Peng Cheng National Laboratory, Shenzhen, China

3. Tencent AI Lab, Shenzhen, China

Funder

SZSTC Grant

Shenzhen Key Laboratory

Publisher

ACM

Reference59 articles.

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2. Léon Bottou . 2010 . Large-Scale Machine Learning with Stochastic Gradient Descent. In 19th International Conference on Computational Statistics, COMPSTAT 2010 , Paris, France, August 22--27 , 2010 - Keynote, Invited and Contributed Papers. Physica-Verlag, 177--186. Léon Bottou. 2010. Large-Scale Machine Learning with Stochastic Gradient Descent. In 19th International Conference on Computational Statistics, COMPSTAT 2010, Paris, France, August 22--27, 2010 - Keynote, Invited and Contributed Papers. Physica-Verlag, 177--186.

3. SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

4. Deep Quantization Network for Efficient Image Retrieval

5. Zhangjie Cao , Mingsheng Long , Jianmin Wang , and Philip S. Yu . 2017. HashNet: Deep Learning to Hash by Continuation . In IEEE International Conference on Computer Vision, ICCV. IEEE Computer Society, 5609--5618 . Zhangjie Cao, Mingsheng Long, Jianmin Wang, and Philip S. Yu. 2017. HashNet: Deep Learning to Hash by Continuation. In IEEE International Conference on Computer Vision, ICCV. IEEE Computer Society, 5609--5618.

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