3.4k citations · 6.2k across the 136 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 3 cited
Improving training of deep neural networks via Singular Value Bounding
Kui Jia
Deep learning methods achieve great success recently on many computer vision problems, with image classification and object detection as the prominent examples. In spite of these p…
cs.CV2016★ 263 cited
Multi-task CNN Model for Attribute Prediction
Abrar H. Abdulnabi, Gang Wang, Jiwen Lu +1
This paper proposes a joint multi-task learning algorithm to better predict attributes in images using deep convolutional neural networks (CNN). We consider learning binary semanti…
cs.CV2016★ 3.4k cited
DehazeNet: An End-to-End System for Single Image Haze Removal
Bolun Cai, Xiangmin Xu, Kui Jia +2
Single image haze removal is a challenging ill-posed problem. Existing methods use various constraints/priors to get plausible dehazing solutions. The key to achieve haze removal i…