60 citations · 234 across the 33 of their papers we have counts for
5 papers · 1 filter
Deep Learning from Noisy Image Labels with Quality Embedding
Jiangchao Yao, Jiajie Wang, Ivor Tsang +4
There is an emerging trend to leverage noisy image datasets in many visual recognition tasks. However, the label noise among the datasets severely degenerates the \mbox{performance…
Query-free Clothing Retrieval via Implicit Relevance Feedback
Zhuoxiang Chen, Zhe Xu, Ya Zhang +1
Image-based clothing retrieval is receiving increasing interest with the growth of online shopping. In practice, users may often have a desired piece of clothing in mind (e.g., eit…
Clothing Retrieval with Visual Attention Model
Zhonghao Wang, Yujun Gu, Ya Zhang +2
Clothing retrieval is a challenging problem in computer vision. With the advance of Convolutional Neural Networks (CNNs), the accuracy of clothing retrieval has been significantly…
Deep Hashing with Triplet Quantization Loss
Yuefu Zhou, Shanshan Huang, Ya Zhang +1
With the explosive growth of image databases, deep hashing, which learns compact binary descriptors for images, has become critical for fast image retrieval. Many existing deep has…
Unsupervised Triplet Hashing for Fast Image Retrieval
Shanshan Huang, Yichao Xiong, Ya Zhang +1
Hashing has played a pivotal role in large-scale image retrieval. With the development of Convolutional Neural Network (CNN), hashing learning has shown great promise. But existing…