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Chen Liu
developerCS PhD student at @YaleUniversity.
Reviewing Committee member at NeurIPS, ICLR, ICML.
Public projects
figures4papers
My Python scripts to make high-quality figures for publications in top AI conferences and journals.
Pythonaclcvpreccv
LM-Dispersion
[𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟲] Dispersion loss counteracts embedding condensation and improves generalization in small language models
Pythoncondensationcosine-similaritydispersion
CUTS
[𝗠𝗜𝗖𝗖𝗔𝗜 𝟮𝟬𝟮𝟰] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation
Pythondeep-learningimage-segmentationmedical-image-segmentation
DiffusionSpectralEntropy
[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
Pythondeep-learningdiffusionentropy
CDE-image
Extending Neural CDE to images!
Python
ColumbiaSpring2019_DL_HW3
BMEN4000 Deep Learning Homework 3
Jupyter Notebook
Likely stack
PyTorchDiffusion
