95 citations · 266 across the 18 of their papers we have counts for
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cs.CV2016
Joint Visual Denoising and Classification using Deep Learning
Gang Chen, Yawei Li, Sargur N. Srihari
Visual restoration and recognition are traditionally addressed in pipeline fashion, i.e. denoising followed by classification. Instead, observing correlations between the two tasks…
cs.CV2016★ 2 cited
Word Recognition with Deep Conditional Random Fields
Gang Chen, Yawei Li, Sargur N. Srihari
Recognition of handwritten words continues to be an important problem in document analysis and recognition. Existing approaches extract hand-engineered features from word images--w…
cs.LG2016★ 95 cited
A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation
Gang Chen
We describe recurrent neural networks (RNNs), which have attracted great attention on sequential tasks, such as handwriting recognition, speech recognition and image to text. Howev…