95 citations · 266 across the 18 of their papers we have counts for
4 papers · 1 filter
Where to Look: A Unified Attention Model for Visual Recognition with Reinforcement Learning
Gang Chen
The idea of using the recurrent neural network for visual attention has gained popularity in computer vision community. Although the recurrent attention model (RAM) leverages the g…
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…
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…
Compositional Structure Learning for Action Understanding
Ran Xu, Gang Chen, Caiming Xiong +2
The focus of the action understanding literature has predominately been classification, how- ever, there are many applications demanding richer action understanding such as mobile…