109 citations · 280 across the 28 of their papers we have counts for
4 papers · 1 filter
Accurate Deep Representation Quantization with Gradient Snapping Layer for Similarity Search
Shicong Liu, Hongtao Lu
Recent advance of large scale similarity search involves using deeply learned representations to improve the search accuracy and use vector quantization methods to increase the sea…
Multi-View Constraint Propagation with Consensus Prior Knowledge
Yaoyi Li, Hongtao Lu
In many applications, the pairwise constraint is a kind of weaker supervisory information which can be collected easily. The constraint propagation has been proved to be a success…
Deep CTR Prediction in Display Advertising
Junxuan Chen, Baigui Sun, Hao Li +2
Click through rate (CTR) prediction of image ads is the core task of online display advertising systems, and logistic regression (LR) has been frequently applied as the prediction…
Generalized residual vector quantization for large scale data
Shicong Liu, Junru Shao, Hongtao Lu
Vector quantization is an essential tool for tasks involving large scale data, for example, large scale similarity search, which is crucial for content-based information retrieval…