113 citations · 230 across the 8 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 29 cited
Minimal Paths for Tubular Structure Segmentation with Coherence Penalty and Adaptive Anisotropy
Da Chen, Jiong Zhang, Laurent D. Cohen
The minimal path method has proven to be particularly useful and efficient in tubular structure segmentation applications. In this paper, we propose a new minimal path model associ…
cs.LG2018★ 18 cited
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization
Jiong Zhang, Qi Lei, Inderjit S. Dhillon
Vanishing and exploding gradients are two of the main obstacles in training deep neural networks, especially in capturing long range dependencies in recurrent neural networks~(RNNs…
cs.LG2018★ 32 cited
Learning Long Term Dependencies via Fourier Recurrent Units
Jiong Zhang, Yibo Lin, Zhao Song +1
It is a known fact that training recurrent neural networks for tasks that have long term dependencies is challenging. One of the main reasons is the vanishing or exploding gradient…