CV
Currently
Pursuing my PhD in computer science at Zhejiang University
Specialized in
Representation Learning, Self-suprevised Learning, 2D/3D pose estimation, Probabilistic Generative Modelling, and Image segmentation
Research interests
Computer Vision, Neural Decoding and Computational Ethology
Education
2022 - now
Zhejiang University
- PhD fellow
2019 - 2022
Central South University
- Master’s of Control Science and Engineering (Intelligent Systems and Pattern Recognition)
2015-2019
National University of Sciences and Technology
- Bachelors of Mechatronics Engineering
Publications
Projects
ROBUST: Rodent Observable Behavior Understanding and Study Toolkit
A toolkit for Unsupervised Behavior Analysis of Rats using self-supervised Variational Autoencoder (VAE) based representation learning and Hidden Markov Model (HMM) clustering.
2D/3D pose estimation
3D pose esitmation using triangulation of multiple 2D views.
overall workflow
Results
Retinal Blood Vessel Segmentation
Unet based architecure for segmentation
Results
