Search Results for author: Jingyi Ning

Found 2 papers, 1 papers with code

Continual Learning with Pre-Trained Models: A Survey

2 code implementations29 Jan 2024 Da-Wei Zhou, Hai-Long Sun, Jingyi Ning, Han-Jia Ye, De-Chuan Zhan

Nowadays, real-world applications often face streaming data, which requires the learning system to absorb new knowledge as data evolves.

Continual Learning Fairness

Learning without Forgetting for Vision-Language Models

no code implementations30 May 2023 Da-Wei Zhou, Yuanhan Zhang, Jingyi Ning, Han-Jia Ye, De-Chuan Zhan, Ziwei Liu

While traditional CIL methods focus on visual information to grasp core features, recent advances in Vision-Language Models (VLM) have shown promising capabilities in learning generalizable representations with the aid of textual information.

Class Incremental Learning Incremental Learning

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