activity
20232025
most citedClass Incremental Learning with Pre-trained Vision-Language Models

3 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion

Linlan Huang, Xusheng Cao, Haori Lu +1

Class-incremental learning is a challenging problem, where the goal is to train a model that can classify data from an increasing number of classes over time. With the advancement…

cs.CV2024

Generative Multi-modal Models are Good Class-Incremental Learners

Xusheng Cao, Haori Lu, Linlan Huang +2

In class-incremental learning (CIL) scenarios, the phenomenon of catastrophic forgetting caused by the classifier's bias towards the current task has long posed a significant chall…