conftrace_
← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1,929 papers

Papers per year

1
1
6
129
364
'05
'10
'15
'20
'25

Papers

Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning ICML 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023
The Ideal Continual Learner: An Agent That Never Forgets ICML 2023
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks ICML 2023
Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023
Discrete Key-Value Bottleneck ICML 2023
A Robust Test for the Stationarity Assumption in Sequential Decision Making ICML 2023
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning ICML 2023
Optimizing Mode Connectivity for Class Incremental Learning ICML 2023
Adaptive Compositional Continual Meta-Learning ICML 2023
Continual Task Allocation in Meta-Policy Network via Sparse Prompting ICML 2023
Continual Learners are Incremental Model Generalizers ICML 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection ICML 2023
Does Continual Learning Equally Forget All Parameters? ICML 2023
Exploring Safety Supervision for Continual Test-time Domain Adaptation IJCAI 2023
Feature Staleness Aware Incremental Learning for CTR Prediction IJCAI 2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks IJCAI 2023
Cognitively Inspired Learning of Incremental Drifting Concepts IJCAI 2023
Lifelong Multi-view Spectral Clustering IJCAI 2023
FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer IJCAI 2023
Survey on Online Streaming Continual Learning IJCAI 2023
Curriculum Graph Machine Learning: A Survey IJCAI 2023
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework (Extended Abstract) IJCAI 2023
Dual Prompt Learning for Continual Rain Removal from Single Images IJCAI 2023