5 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.CV2020
A Simple Fix for Convolutional Neural Network via Coordinate Embedding
Liliang Ren, Zhuonan Hao
Convolutional Neural Networks (CNN) has been widely applied in the realm of computer vision. However, given the fact that CNN models are translation invariant, they are not aware o…
cs.LG2019★ 5 cited
RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping
Liliang Ren, Gen Sun, Jiaman Wu
Natural gradient has been recently introduced to the field of boosting to enable the generic probabilistic predication capability. Natural gradient boosting shows promising perform…
cs.CV2017
Recurrent Soft Attention Model for Common Object Recognition
Liliang Ren
We propose the Recurrent Soft Attention Model, which integrates the visual attention from the original image to a LSTM memory cell through a down-sample network. The model recurren…