Papers citing 'Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning'

Title
DRL: Discriminative Representation Learning with Parallel Adapters for Class Incremental Learning Jiawei Zhan Jun Liu Jinlong Peng Xiaochen Chen Bin-Bin Gao Yong-Jin Liu Chengjie Wang CLL 166 0 0 14 Oct 2025
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Kun He Zijian Song Shuoxi Zhang John E. Hopcroft CLL 292 0 0 25 Apr 2025
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2024 Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 263 104 0 18 Mar 2024
Learning without Forgetting for Vision-Language ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 350 71 0 30 May 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 478 45 0 23 May 2023