Hi, I am Chen Liu, a PhD student in Computer Science at Yale University.
I work on machine learning in healthcare. Lately I am diving into understanding the neural network manifold.
I am generally over-booked on projects, but feel free to reach out for collaboration.
🎉 [MICCAI2024] CUTS: A deep learning and topological framework for multigranular unsupervised medical image segmentation [Git] [PDF]
🎉 [ICMLW2023] A novel method to compute entropy and mutual information in neural net representations [PDF]
✔️ An on-the-fly evaluator for GANs, with a simple working example of DCGAN on SVHN [Git]
✔️ A guide to simulate bigger batch sizes beyond GPU capability [Git]