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Zhuoning Yuan's Projects

awesome-clip icon awesome-clip

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

deepauc icon deepauc

Stochastic AUC Maximization with Deep Neural Networks

iccv2021_deepauc icon iccv2021_deepauc

Official implementation of the paper "Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification, ICCV2021"

icml2021_federateddeepauc icon icml2021_federateddeepauc

Official implementation: "Federated Deep AUC Maximization for Heterogeneous Data with a Constant Communication Complexity", ICML2021.

moco-v3 icon moco-v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

stagewisesgd icon stagewisesgd

Stagewise training accelerates convergence of testing error over sgd

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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