Skip to content
View ChenLiu-1996's full-sized avatar
🎯
Focusing
🎯
Focusing
49 followers · 33 following

Achievements

Achievement: YOLOAchievement: Pull SharkAchievement: Starstruckx2Achievement: Public SponsorAchievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Pull SharkAchievement: Starstruckx2Achievement: Public SponsorAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@KrishnaswamyLab

Block or report ChenLiu-1996

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ChenLiu-1996/README.md

Greetings from Chen!

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.

Recent repositories

✔️ A simple but effective tool to generate your Google Scholar Citation World Map [Git]

✔️ DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images [Git] [PDF]

✔️ ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images [Git] [PDF]

 🎉 [MICCAI2024] CUTS: A deep learning and topological framework for multigranular unsupervised medical image segmentation [Git] [PDF] [Poster] [MICCAI2024]

 🎉 [ICMLW2023] A novel method to compute entropy and mutual information in neural net representations [PDF] [Blog]

✔️ 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]

Technical Blogs

✔️ A Technical Deep Dive into Drag Your GAN (DragGAN)

Course Projects

✔️ Towards a Large-Scale Unbiased Machine Learning Benchmark for Cell Instance Segmentation: Final Report for CPSC 537 Intro to Database Systems

Contact information

Resume

https://chenliu-1996.github.io/CV/ChenLiu_resume.pdf

Pinned Loading

  1. CitationMap CitationMap Public

    A simple pip-installable Python tool to generate your own HTML citation world map from your Google Scholar ID.

    Python 441 30

  2. CUTS CUTS Public

    [MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

    Python 33 2

  3. ImageFlowNet ImageFlowNet Public

    ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images

    Python 6

  4. DiffusionSpectralEntropy DiffusionSpectralEntropy Public

    [IEEE CISS 2024, ICMLW 2023] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

    Python 7

  5. DiffKillR DiffKillR Public

    DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images

    Python 2

  6. GAN-evaluator GAN-evaluator Public

    A pip-installable evaluator for GANs (IS and FID). Accepts either dataloaders or individual batches. Supports on-the-fly evaluation during training. A working DCGAN SVHN demo script provided.

    Python 10