10.1k citations · 12.1k across the 55 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 4 cited
Deep Learning from Noisy Image Labels with Quality Embedding
Jiangchao Yao, Jiajie Wang, Ivor Tsang +4
There is an emerging trend to leverage noisy image datasets in many visual recognition tasks. However, the label noise among the datasets severely degenerates the \mbox{performance…
cs.CL2017★ 114 cited
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
Tao Shen, Tianyi Zhou, Guodong Long +3
Recurrent neural nets (RNN) and convolutional neural nets (CNN) are widely used on NLP tasks to capture the long-term and local dependencies, respectively. Attention mechanisms hav…
cs.DS2017★ 4 cited
Improved Consistent Weighted Sampling Revisited
Wei Wu, Bin Li, Ling Chen +2
Min-Hash is a popular technique for efficiently estimating the Jaccard similarity of binary sets. Consistent Weighted Sampling (CWS) generalizes the Min-Hash scheme to sketch weigh…