YyzHarry/vlm-fairness

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Language
Python
License
MIT License
Created 9 months ago
Updated 9 months ago

YyzHarry/vlm-fairness

YyzHarry

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Demographic Bias of Vision-Language Foundation Models in Medical Imaging

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

SimPer

[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets

Jupyter Notebook

SubpopBench

[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

ME-Net

[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

SV-RL

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

OFDM

OFDM simulation project, using BPSK/QPSK and FIR filter.

shortcut-ood-fairness

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

ImgSensingNet

[INFOCOM 2019] ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System

AQI_Dataset

A Dataset for fine-grained AQI distribution in typical 2D and 3D scenario.

Personal-Website

My personal website.

Data-Structure-and-Algorithm

Solutions for Data-Structure-and-Algorithm on POJ

LaTeX-Templates

Templates for LaTeX files

Image_Processing

Methods to process image that is combined with Gaussian Noise and Obfuscation.

Microcomputer_Lab

Codes for Microcomputer Lab.

Dynamic_Webpage

A dynamic webpage implemented by Python, HTML/CSS, JavaScript, Node.js and MySQL