huiminzeng

3dUnet

ACDC2017

AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Are_Adversarial_Examples_Created_Equal

[AAAI 2021] Pytorch Implementation for "Are Adversarial Examples Created Equal?"

Contrastive_Adversarial_Domain_Mixup

[ASONAM 2022] Pytorch Implementation for "Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup"

Fed-MP

[NAACL 2024] Pytorch Implementation for "Open-Vocabulary Federated Learning with Multimodal Prototyping"

FF-DVP

[ACL Findings 2024] Pytorch Implementation for "Fair Federated Learning with Biased Visionn-Language Models"

GPT-FedRec

PyTorch impelementation for "Federated Recommendation via Hybrid Retrieval Augmented Generation".

Out_Domain_Uncertainty_Attack

[IJCAI 2022] Pytorch Implementation for "On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks"

huiminzeng/GPT-FedRec

PyTorch impelementation for "Federated Recommendation via Hybrid Retrieval Augmented Generation".

huiminzeng/Out_Domain_Uncertainty_Attack

[IJCAI 2022] Pytorch Implementation for "On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks"

huiminzeng/Are_Adversarial_Examples_Created_Equal

[AAAI 2021] Pytorch Implementation for "Are Adversarial Examples Created Equal?"

huiminzeng/Contrastive_Adversarial_Domain_Mixup

[ASONAM 2022] Pytorch Implementation for "Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup"

huiminzeng/Fed-MP

[NAACL 2024] Pytorch Implementation for "Open-Vocabulary Federated Learning with Multimodal Prototyping"

huiminzeng/3dUnet

huiminzeng/ACDC2017

huiminzeng/AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

huiminzeng/convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

huiminzeng/cord19

Get started with CORD-19

huiminzeng/deterministic-uncertainty-quantification

Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"

huiminzeng/DUE

Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".

huiminzeng/FF-DVP

[ACL Findings 2024] Pytorch Implementation for "Fair Federated Learning with Biased Visionn-Language Models"

huiminzeng/Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

huiminzeng/huiminzeng.github.io

Personal Webpage

huiminzeng/Chat-FedRec

huiminzeng/python

Show Me the Code Python version.

huiminzeng/PyTorchDL_GTA5

This is the repository for loading GTA5 Dataset with PyTorch

huiminzeng/Shape-Completion

huiminzeng/TRADES

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

huiminzeng/VirtualScan

virtual scanner

huiminzeng/vit-pytorch

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

huiminzeng/YOPO-You-Only-Propagate-Once

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle