"catastrophic forgetting" Papers
66 papers found • Page 2 of 2
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
Bowen Zheng, Da-Wei Zhou, Han-Jia Ye et al.
ICML 2024poster
Neighboring Perturbations of Knowledge Editing on Large Language Models
Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang et al.
ICML 2024poster
Non-Exemplar Domain Incremental Learning via Cross-Domain Concept Integration
Qiang Wang, Yuhang He, Songlin Dong et al.
ECCV 2024poster
14
citations
Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement
Fushuo Huo, Wenchao Xu, Jingcai Guo et al.
AAAI 2024paperarXiv:2303.10891
23
citations
On the Diminishing Returns of Width for Continual Learning
Etash Guha, Vihan Lakshman
ICML 2024poster
Quantized Prompt for Efficient Generalization of Vision-Language Models
Tianxiang Hao, Xiaohan Ding, Juexiao Feng et al.
ECCV 2024posterarXiv:2407.10704
9
citations
Rapid Learning without Catastrophic Forgetting in the Morris Water Maze
Raymond L Wang, Jaedong Hwang, Akhilan Boopathy et al.
ICML 2024poster
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models
Yu-Chu Yu, Chi-Pin Huang, Jr-Jen Chen et al.
ECCV 2024posterarXiv:2403.09296
16
citations
Self-Composing Policies for Scalable Continual Reinforcement Learning
Mikel Malagón, Josu Ceberio, Jose A Lozano
ICML 2024poster
Stationary Latent Weight Inference for Unreliable Observations from Online Test-Time Adaptation
Jae-Hong Lee, Joon Hyuk Chang
ICML 2024poster
STSP: Spatial-Temporal Subspace Projection for Video Class-incremental Learning
Hao CHENG, SIYUAN YANG, Chong Wang et al.
ECCV 2024poster
6
citations
Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning
Yusong Hu, De Cheng, Dingwen Zhang et al.
ICML 2024poster
Towards Continual Knowledge Graph Embedding via Incremental Distillation
Jiajun Liu, Ke Wenjun, Peng Wang et al.
AAAI 2024paperarXiv:2405.04453
39
citations
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding
Depeng Li, Tianqi Wang, Junwei Chen et al.
AAAI 2024paperarXiv:2401.09067
8
citations
Understanding Forgetting in Continual Learning with Linear Regression
Meng Ding, Kaiyi Ji, Di Wang et al.
ICML 2024poster
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
Xisen Jin, Xiang Ren
ICML 2024spotlight