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

Omniglot data set for one-shot learning

Keras implementations of Generative Adversarial Networks.

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition

Zero shot classification using shared text and image embeddings in TensorFlow

FSL-Mate: A collection of resources for few-shot learning (FSL).

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

Zero-Shot Learning with GCN (CVPR 2018)

Prod Env

Official PyTorch Implementation of MSDN (CVPR'22)

This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning

wdcnn轴承故障模型

This is the code of the paper "Federated Transfer Learning for EEG Signal Classification" published in IEEE EMBS 2020 (42nd Annual International Conferences of the IEEE Engineering in Medicine and …

Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM

Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics