PyJulie

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.

mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

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.

DoDNet

[CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets

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.

D-Persona

Official Code for our CVPR 2024 (Highlight) Paper "Diversified and Personalized Multi-rater Medical Image Segmentation"

LMPT

[ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition

ashenvenus

Entry to the 2023 Scroll Prize

BA3US

code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

HGCLIP

[arXiv'23] HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding

MedicalMatting

Medical Matting

Explaining-Knowledge-Distillation-by-Quantifying-the-Knowledge

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

PLDG

This repo is the official implementation of "Prompt-driven Latent Domain Generalization for Medical Image Classification".

RPF

This is a repository contains the implementation of our SIGIR'23 full paper From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval.

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.

PLOT

This is the implementation of our ICLR'24 paper "Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution".

DDDD