Brook Ju's starred repositories
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
Awesome_Prompting_Papers_in_Computer_Vision
A curated list of prompt-based paper in computer vision and vision-language learning.
deep-active-learning
Deep Active Learning
lightning-sam
Fine-tune Segment-Anything Model with Lightning Fabric.
pytorch-classification-uncertainty
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
Object-Detection-Knowledge-Distillation
An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
Generalized-Long-Tailed-Benchmarks.pytorch
[ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute-wise imbalance within each class. The proposed IFL together with other baselines are also included.
Awesome-Segment-Anything
Collect some resource about Segment Anything (SAM), including the latest papers and demo
SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
CrowdLayer
A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.
ashenvenus
Entry to the 2023 Scroll Prize
MedicalMatting
Medical Matting
EPVT-and-Skin-DG-benchamrk
Domain generalization benchmark for skin lesion recognition, MICCAI 2023
BiomedCLIP-LoRA
Pytorch implementation of BiomedCLIP vision model with LoRA tuning
flask-pytorch-backend
End-to-end web app using Flask for image classification
Guide4Yanglab
A manual for new starters in our group
GlaucomaRecognition
This is the code of Glaucoma Grading from Multi-Modality imAges. Task 1 is glaucoma grading, task 2 is macular fovea localization, and task 3 is optic disc/cup segmentation.