55 citations · 147 across the 11 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.IR2019★ 1 cited
Joint Cluster Unary Loss for Efficient Cross-Modal Hashing
Shifeng Zhang, Jianmin Li, Bo Zhang
With the rapid growth of various types of multimodal data, cross-modal deep hashing has received broad attention for solving cross-modal retrieval problems efficiently. Most cross-…
cs.CV2019
Pairwise Teacher-Student Network for Semi-Supervised Hashing
Shifeng Zhang, Jianmin Li, Bo Zhang
Hashing method maps similar high-dimensional data to binary hashcodes with smaller hamming distance, and it has received broad attention due to its low storage cost and fast retrie…
stat.ML2019★ 14 cited
Function Space Particle Optimization for Bayesian Neural Networks
Ziyu Wang, Tongzheng Ren, Jun Zhu +1
While Bayesian neural networks (BNNs) have drawn increasing attention, their posterior inference remains challenging, due to the high-dimensional and over-parameterized nature. To…