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agzsl

apn-zsl

This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".

cizslv2

CIZSL++: Creativity Inspired Generative Zero-Shot Learning

f-clswgan_pytorch

free

Official PyTorch Implementation of FREE(ICCV'21)

gan_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

gantransferlimiteddata

This is a pytorch implementation of the paper "On Leveraging Pretrained GANs for Limited-Data Generation".

hsva

Codes for the NeurIPS'21 paper "HSVA: Hierarchical Semantic Visual Adaptation for Zero-Shot Learning"

lisgan

LisGAN, Leveraging the Invariant Side of Generative Zero-Shot Learning, CVPR 2019

lsrgan

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

minegan

GAN, transfer learning, few data.

popular-zsl-algorithms

Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

rrf-gzsl

Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition (CVPR2020)

sdgzsl

[ICCV2021] Official Pytorch implementation for SDGZSL (Semantics Disentangling for Generalized Zero-Shot Learning)

small-dataset-image-generation

srwgan

The source code of SRWGAN

tfvaegan

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

ups

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

zsl-ada

Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"

zsl_gan

Code for the paper CVPR‘18 "A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts"

zsl_sagan

The dataset and code for the paper "Zero-Shot Learning via Structure Aligned Generative Adversarial Network" (ZSL_SAGAN)