← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1895 directly classified papers

Papers per year

Papers

Block Contextual MDPs for Continual Learning L4DC 2022
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022
Unseen Classes at a Later Time? No Problem CVPR 2022
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022
Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022
Self-Supervised Models Are Continual Learners CVPR 2022
DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning ACL 2022
Unifying Importance Based Regularisation Methods for Continual Learning AISTATS 2022
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022
Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022
Hybrid Curriculum Learning for Emotion Recognition in Conversation AAAI 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022
LPC: A Logits and Parameter Calibration Framework for Continual Learning EMNLP 2022
Towards an Understanding of Default Policies in Multitask Policy Optimization AISTATS 2022
Variational Continual Proxy-Anchor for Deep Metric Learning AISTATS 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments AAAI 2022
Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022
Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022
Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022