VI am currently a doctoral student in the computational science joint doctoral progrom. I am advised by Prof. Xiaobai Liu and Prof. Xiaohui Xie. I earned my bachelor degree in Tsinghua University. My current researches are about computer vision, bioacoustics, and machine learning.
Xiaobai Liu and Xiaohui Xie
My most recent publication is “Learning Sample-Specific Policies for Sequential Image Augmentation”, which presents a framework to augment image classifications dataset by reinforcement learning. The agent will predict a sample-specific sequence of transformations on each sample, and it learns by the rewards from an trained classifier for exploring difficult samples.
My other works includes a deep-learning based method for whale whistle extraction, GAN-based method for whale whistle augmentation, and a consistency regulated deep learning model training scheme for image homography estimation.