1k citations · 3.1k across the 56 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
stat.ML2014★ 1k cited
Deeply-Supervised Nets
Chen-Yu Lee, Saining Xie, Patrick Gallagher +2
Our proposed deeply-supervised nets (DSN) method simultaneously minimizes classification error while making the learning process of hidden layers direct and transparent. We make an…
math.OC2014
Properties of Pseudocontractive Updates in Convex Optimization
Patrick W. Gallagher, Zhuowen Tu
Many convex optimization methods are conceived of and analyzed in a largely separate fashion. In contrast to this traditional separation, this manuscript points out and demonstrate…
stat.ML2014★ 1 cited
Layered Logic Classifiers: Exploring the `And' and `Or' Relations
Zhuowen Tu, Piotr Dollar, Yingnian Wu
Designing effective and efficient classifier for pattern analysis is a key problem in machine learning and computer vision. Many the solutions to the problem require to perform log…