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iridescence223's Projects

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Code for Transfer Learning book--《迁移学习导论》配套代码

adabn

Domain adaptation with Adaptive Dropout and Adaptive Batch Normalization using Deep Coral and DANN methods for Remote Sensing Scene Classification.

awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

awesome_opensetrecognition_list

A curated list of papers & resources linked to open set domain adaptation

bnm

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

covi

Official code for the ECCV 2022 paper "Contrastive Vicinal Space for Unsupervised Domain Adaptation"

dac

Code for Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning (NeurIPS 2022).

decision

Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)

deep-residual-shrinkage-networks-for-intelligent-fault-diagnosis-drsn-

Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch）深度残差收缩网络应用于故障诊断

deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

eaaf

code for Evidential Multi-Source-Free Unsupervised Domain Adaptation

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

fixbi

Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"

ldam-drw

[NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

pytorch-

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

transfer-learning-for-fault-diagnosis

This repository is for the transfer learning or domain adaptive with fault diagnosis.

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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