activity
20152023
most citedCharacter-level Convolutional Networks for Text Classification

3.3k citations · 5.6k across the 26 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.LG2015★ 3.3k cited

Character-level Convolutional Networks for Text Classification

Xiang Zhang, Junbo Zhao, Yann LeCun

This article offers an empirical exploration on the use of character-level convolutional networks (ConvNets) for text classification. We constructed several large-scale datasets to…

stat.ML2015★ 223 cited

Stacked What-Where Auto-encoders

Junbo Zhao, Michael Mathieu, Ross Goroshin +1

We present a novel architecture, the "stacked what-where auto-encoders" (SWWAE), which integrates discriminative and generative pathways and provides a unified approach to supervis…