387 citations · 441 across the 3 of their papers we have counts for
4 papers
A Survey on Machine Learning from Few Samples
Jiang Lu, Pinghua Gong, Jieping Ye +2
Few sample learning (FSL) is significant and challenging in the field of machine learning. The capability of learning and generalizing from very few samples successfully is a notic…
Self-reinforcing Unsupervised Matching
Jiang Lu, Lei Li, Changshui Zhang
Remarkable gains in deep learning usually rely on tremendous supervised data. Ensuring the modality diversity for one object in training set is critical for the generalization of c…
An In-field Automatic Wheat Disease Diagnosis System
Jiang Lu, Jie Hu, Guannan Zhao +2
Crop diseases are responsible for the major production reduction and economic losses in agricultural industry world- wide. Monitoring for health status of crops is critical to cont…
Zero-Shot Learning by Generating Pseudo Feature Representations
Jiang Lu, Jin Li, Ziang Yan +1
Zero-shot learning (ZSL) is a challenging task aiming at recognizing novel classes without any training instances. In this paper we present a simple but high-performance ZSL approa…