116 citations · 430 across the 65 of their papers we have counts for
5 papers · 1 filter
Efficient Training of Very Deep Neural Networks for Supervised Hashing
Ziming Zhang, Yuting Chen, Venkatesh Saligrama
In this paper, we propose training very deep neural networks (DNNs) for supervised learning of hash codes. Existing methods in this context train relatively "shallow" networks limi…
Zero-Shot Learning via Joint Latent Similarity Embedding
Ziming Zhang, Venkatesh Saligrama
Zero-shot recognition (ZSR) deals with the problem of predicting class labels for target domain instances based on source domain side information (e.g. attributes) of unseen classe…
Sequential Optimization for Efficient High-Quality Object Proposal Generation
Ziming Zhang, Yun Liu, Xi Chen +4
We are motivated by the need for a generic object proposal generation algorithm which achieves good balance between object detection recall, proposal localization quality and compu…
Zero-Shot Learning via Semantic Similarity Embedding
Ziming Zhang, Venkatesh Saligrama
In this paper we consider a version of the zero-shot learning problem where seen class source and target domain data are provided. The goal during test-time is to accurately predic…
Group Membership Prediction
Ziming Zhang, Yuting Chen, Venkatesh Saligrama
The group membership prediction (GMP) problem involves predicting whether or not a collection of instances share a certain semantic property. For instance, in kinship verification…