sbharadwajj / awesome-zero-shot-learning Goto Github PK

To add additional papers or codes to the repository, please comment here. If there are more than 3 papers/codes to be added kindly send a PR. If it is just 1-3, adding a comment here is sufficient and the repository will be updated accordingly.

Why can't I download the aPY dataset？
Can someone provide the original dataset？
Thank you very much!

Sorry, I type the wrong title

The title should be
"f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning"

Thanks

There is a large variation in the format and typographical inconsistencies. For example, at the end of the title of the paper, the closed double colons should come after the title. But at most places, it is not. There are many such inconsistencies which reduces the readability.

Number of classes with attributes used in Zero-shot classification for the following datasets:

1. SUN: 717
2. aPY (attributes Pascal and Yahoo): 32

Hi,

There exists one more paper on CVPR 2019

"Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders"

Thanks,

• Add a list of all the papers from major conferences.
• Create a table of results of all these papers on the major datasets.
• Add link to codes.
• More blog post links.
• Add a starter/vanilla code as a simple example of walkthrough of zero-shot learning.
• Extend to other zero-shot learning problems beyond zero-shot classification.

Hello,

I want to know why new zsl papers and codes are not added after 2021.

Btw, Is there any available space for research in this field?

Thanks

Webly Supervised Learning Meets Zero-shot Learning: A Hybrid Approach for
Fine-grained Classification
http://openaccess.thecvf.com/content_cvpr_2018/papers/Niu_Webly_Supervised_Learning_CVPR_2018_paper.pdf

Zero-Shot Learning via Category-Specific Visual-Semantic Mapping and Label Refinement IEEE TIP 2019
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8476580

Kindly add this ECCV 2020 paper "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification"
paper- https://arxiv.org/abs/2003.07833
code- https://github.com/akshitac8/tfvaegan

I have a private curated list of zero-shot activity recognition/classification papers, should we set up a new title for that?