quincy-125 Goto Github PK

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

blast-ct

Brain Lesion Analysis and Segmentation Tool for Computed Tomography

bmep_5704_digi_proj

Digital Project - Team of Alex, Emily, Taylor, Quincy

bmep_5704_mayo_clinic

BMEP 5704 Mayo Clinic Coursework Spring 2021

cell-nuclei-detection-and-segmentation

Detect location and draw boundary of nuclei from microscopic images

clam

Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images

customics

A deep-learning framework for multi-omics integration

dp_bach

Attention Network + Multi Instance Learning for WSI Classification

guided-diffusion

hcl

ICLR 2021, Contrastive Learning with Hard Negative Samples

julia-scientific-programming

Intro to Julia Programming Language offered by University of Cape Town via Coursera

machineunlearning

Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems

mg-headsup

Hemmorrhage Evaluation And Detector System for Underserved Populations, a collaboration project with the joint efforts from Neurologists, and Machine Learning Scientist from the Mayo Clinic and Google

mil-nature-medicine-2019

ml_foundation_uw-seattle

Machine Learning Foundations Specialization Provided by University of Washington-Seattle through Cousera

nucleisegmentation

cGAN-based Multi Organ Nuclei Segmentation

nucls

NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation

pathomicfusion

Fusing Histology and Genomics via Deep Learning.

pathvqa

projected_gradient_unlearning

quincy_gu.github.io

Quincy Gu Personal Website

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

smooth-topk

Smooth Loss Functions for Deep Top-k Classification

toad

Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary

tsr_crc_tumor_seg

unlearn-saliency

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

video-splitter

Simple Python script to split video into equal length chunks or chunks of equal size, duration, etc.

zero-shot-unlearning

Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security