Continual Learning of Foundation Models (CLFM)

This project includes the PyTorch implementations of the following papers✨:

Embracing Language Inclusivity and Diversity in CLIP Through Continual Language Learning (Accepted by AAAI'24)

Bang Yang, Yong Dai, Xuxin Cheng, Yaowei Li, Asif Raza, Yuexian Zou

Project Page (coming soon), [arXiv]

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation (Accepted by TPAMI)

Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, and David A. Clifton.

[Project Page], [arXiv]

Please visit the corresponding project page for more details.

Acknowledgements

Our code is built upon sentence-transformers and ZeroNLG.