84 citations · 132 across the 11 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 84 cited
Binary Generative Adversarial Networks for Image Retrieval
Jingkuan Song
The most striking successes in image retrieval using deep hashing have mostly involved discriminative models, which require labels. In this paper, we use binary generative adversar…
cs.CV2017★ 1 cited
Deep Discrete Hashing with Self-supervised Pairwise Labels
Jingkuan Song, Tao He, Hangbo Fan +1
Hashing methods have been widely used for applications of large-scale image retrieval and classification. Non-deep hashing methods using handcrafted features have been significantl…
cs.CV2017★ 32 cited
Deep Region Hashing for Efficient Large-scale Instance Search from Images
Jingkuan Song, Tao He, Lianli Gao +2
Instance Search (INS) is a fundamental problem for many applications, while it is more challenging comparing to traditional image search since the relevancy is defined at the insta…