ChenLiu-1996
CS PhD student at @KrishnaswamyLab, @YaleUniversity. Reviewing Committee member at NeurIPS, ICLR, ICML.
Yale UniversityNew Haven
Pinned Repositories
AdversarialFocalLoss
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples.
Classification_Auxiliary_Task
Investigating alternative auxiliary tasks in image classification.
ContrastiveNoAug
Contrastive learning with no augmentation.
CorruptedDataLoader
Pytorch DataLoader wrapper to intentionally mess up, corrupt, shuffle, randomize the input/label correspondence.
CUTS
CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation
DeepContrast_Demo
This is the repository that accompanies the submission "Deep Learning Substitutes Gadolinium in Detecting Functional and Structural Brain Lesions with MRI", under review at Nature Biomedical Engineering.
GAN-evaluator
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.
LEGS
LEarnable Geometric Scattering
SimulateBiggerBatchSize
We provide a simple code snippet on how to simulate a bigger batch size when it is not directly achievable by your GPU.
StatsPlot
Statistical plotting with good aesthetics.
ChenLiu-1996's Repositories
ChenLiu-1996/CUTS
CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation
ChenLiu-1996/GAN-evaluator
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.
ChenLiu-1996/AdversarialFocalLoss
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples.
ChenLiu-1996/Classification_Auxiliary_Task
Investigating alternative auxiliary tasks in image classification.
ChenLiu-1996/LEGS
LEarnable Geometric Scattering
ChenLiu-1996/SimulateBiggerBatchSize
We provide a simple code snippet on how to simulate a bigger batch size when it is not directly achievable by your GPU.
ChenLiu-1996/StatsPlot
Statistical plotting with good aesthetics.
ChenLiu-1996/ContrastiveNoAug
Contrastive learning with no augmentation.
ChenLiu-1996/CorruptedDataLoader
Pytorch DataLoader wrapper to intentionally mess up, corrupt, shuffle, randomize the input/label correspondence.
ChenLiu-1996/DeepContrast_Demo
This is the repository that accompanies the submission "Deep Learning Substitutes Gadolinium in Detecting Functional and Structural Brain Lesions with MRI", under review at Nature Biomedical Engineering.
ChenLiu-1996/ImageFlowNet
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images
ChenLiu-1996/JET
J-difference Editing Toolkit
ChenLiu-1996/LocallyLinearNN
ChenLiu-1996/ProGSNN
ChenLiu-1996/starter-hugo-academic
ChenLiu-1996/SynMOT
Realistic Trajectory Manipulation as Data Augmentation for Multi-Object Tracking (Stanford CS229 Course Project)
ChenLiu-1996/CDE-image
Extending Neural CDE to images!
ChenLiu-1996/Cell_Diffeomorphism
ChenLiu-1996/Cell_Segmentation_and_Tracking
For cell segmentation and tracking.
ChenLiu-1996/ChenLiu-1996
My README!!!
ChenLiu-1996/ChenLiu-1996.github.io
My Technical Blogs and Repositories
ChenLiu-1996/ColumbiaFall2018_IoT
Final Project: Smart Personal Trainer
ChenLiu-1996/ColumbiaSpring2019_DL_HW3
BMEN4000 Deep Learning Homework 3
ChenLiu-1996/DL-CO2
ChenLiu-1996/IE-SSL
ChenLiu-1996/LearnableScattering
Learnable Geometric Scattering Network
ChenLiu-1996/protein_folding_gsae
ChenLiu-1996/StatsVisualNeuroImaging
Statistical Analyses and Visualization for Neuro-imaging
ChenLiu-1996/Awesome-Information-Bottleneck
This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
ChenLiu-1996/Transformer-Explainability
Adapting to ESM [CVPR 2021] Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.