Search Results for author: Dengke Dong

Found 3 papers, 2 papers with code

Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

2 code implementations CVPR 2019 Xun Wang, Xintong Han, Weilin Huang, Dengke Dong, Matthew R. Scott

A family of loss functions built on pair-based computation have been proposed in the literature which provide a myriad of solutions for deep metric learning.

Image Retrieval Metric Learning +1

CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images

2 code implementations ECCV 2018 Sheng Guo, Weilin Huang, Haozhi Zhang, Chenfan Zhuang, Dengke Dong, Matthew R. Scott, Dinglong Huang

We present a simple yet efficient approach capable of training deep neural networks on large-scale weakly-supervised web images, which are crawled raw from the Internet by using text queries, without any human annotation.

 Ranked #1 on Image Classification on Clothing1M (using clean data) (using extra training data)

Image Classification Weakly-supervised Learning

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