30 citations · 75 across the 15 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…
stat.ML2016★ 5 cited
Using Social Dynamics to Make Individual Predictions: Variational Inference with a Stochastic Kinetic Model
Zhen Xu, Wen Dong, Sargur Srihari
Social dynamics is concerned primarily with interactions among individuals and the resulting group behaviors, modeling the temporal evolution of social systems via the interactions…