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Zhongyi Han's Projects

ad3dmil icon ad3dmil

Attention Based Deep 3D Multiple Instance Learning

aplclip icon aplclip

Anticausal Prompt Learning for CLIP

covid-19-detection icon covid-19-detection

The implementation of "Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label".

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Public code of AAAI 2023 paper "Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation"

kd3a icon kd3a

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

l_dmi icon l_dmi

Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"

ncrf icon ncrf

Cancer metastasis detection with neural conditional random field (NCRF)

nrc_sfda icon nrc_sfda

Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'

pt-dec icon pt-dec

PyTorch implementation of DEC (Deep Embedding Clustering)

python-mode icon python-mode

Vim python-mode. PyLint, Rope, Pydoc, breakpoints from box.

rda icon rda

Robust Domain Adaptation under Noisy Environments

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code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

spine-gan icon spine-gan

A generative adversarial network for spinal image segmentation and radiological grading.

spine-reports-gene icon spine-reports-gene

A framework for generating radiological reports of spine MRIs using logic reasoning and visual perception.

transpar icon transpar

Learning Transferable Parameters for Unsupervised Domain Adaptation

zhyhan.github.io icon zhyhan.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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