2 papers
cs.CL2018
Large Margin Neural Language Model
Jiaji Huang, Yi Li, Wei Ping +1
We propose a large margin criterion for training neural language models. Conventionally, neural language models are trained by minimizing perplexity (PPL) on grammatical sentences.…
cs.CV2018
Cancer Metastasis Detection With Neural Conditional Random Field
Yi Li, Wei Ping
Breast cancer diagnosis often requires accurate detection of metastasis in lymph nodes through Whole-slide Images (WSIs). Recent advances in deep convolutional neural networks (CNN…