luoyan407
I am a postdoctoral research fellow at the Harvard Ophthalmology AI Lab. I obtained my Ph.D. degree in computer science from the University of Minnesota.
Pinned Repositories
FairCLIP
[CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
congruency
[TPAMI 2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"
congruency_continual
[TPAMI2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"
FairSeg
[ICLR 2024] FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
grad_prediction
[TNNLS 2024] Learning to Predict Gradients for Semi-Supervised Continual Learning
gsoftmax
[TNNLS 2019] Gaussian-based softmax: Improving Intra-class Compactness and Inter-class Separability of Features
Harvard-DR
Harvard-GF
[TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
n-reference
[ECCV 2020] n-Reference Transfer Learning for Saliency Prediction
predict_trustworthiness
[NeurIPS 2021] Code for Paper "Learning to Predict Trustworthiness with Steep Slope Loss"
luoyan407's Repositories
luoyan407/congruency
[TPAMI 2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"
luoyan407/n-reference
[ECCV 2020] n-Reference Transfer Learning for Saliency Prediction
luoyan407/Harvard-GF
[TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
luoyan407/gsoftmax
[TNNLS 2019] Gaussian-based softmax: Improving Intra-class Compactness and Inter-class Separability of Features
luoyan407/predict_trustworthiness
[NeurIPS 2021] Code for Paper "Learning to Predict Trustworthiness with Steep Slope Loss"
luoyan407/grad_prediction
[TNNLS 2024] Learning to Predict Gradients for Semi-Supervised Continual Learning
luoyan407/Harvard-DR
luoyan407/congruency_continual
[TPAMI2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"
luoyan407/FairSeg
[ICLR 2024] FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
luoyan407/FairCLIP
[CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
luoyan407/FairDiffusion
Code for "FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation"
luoyan407/FairVision
luoyan407/gradient_adjustment
luoyan407/Harvard-GDP
luoyan407/luoyan407.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
luoyan407/predict_trustworthiness_smallscale
Code for paper "Learning to Predict Trustworthiness with Steep Slope Loss", which is evaluated on MNIST and CIFAR-10.