2.2k citations · 6.6k across the 54 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 304 cited
Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments
Tianyue Zheng, Weihong Deng, Jiani Hu
Labeled Faces in the Wild (LFW) database has been widely utilized as the benchmark of unconstrained face verification and due to big data driven machine learning methods, the perfo…
cs.CV2017★ 30 cited
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation
Binghui Chen, Weihong Deng, Junping Du
Over the past few years, softmax and SGD have become a commonly used component and the default training strategy in CNN frameworks, respectively. However, when optimizing CNNs with…
cs.CV2017★ 7 cited
Generative Model with Coordinate Metric Learning for Object Recognition Based on 3D Models
Yida Wang, Weihong Deng
Given large amount of real photos for training, Convolutional neural network shows excellent performance on object recognition tasks. However, the process of collecting data is so…