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continual learning

1164 papers

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Also known as

CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

Preserving Cross-Linguality of Pre-trained Models via Continual Learning IJCNLP 2021
Self-Improving Semantic Perception for Indoor Localisation CORL 2021
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks EMNLP 2021
Generative Hybrid Representations for Activity Forecasting With No-Regret Learning CVPR 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020
Maintaining Discrimination and Fairness in Class Incremental Learning CVPR 2020
Learning to Learn with Feedback and Local Plasticity NIPS 2020
Continual Learning in Low-rank Orthogonal Subspaces NIPS 2020
Look-ahead Meta Learning for Continual Learning NIPS 2020
Organizing recurrent network dynamics by task-computation to enable continual learning NIPS 2020
RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning NIPS 2020
Deep Streaming Label Learning ICML 2020
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks NIPS 2020
Residual Continual Learning AAAI 2020
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020
GAN Memory with No Forgetting NIPS 2020
Continual Adaptation for Efficient Machine Communication EMNLP 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020
Continual Learning Long Short Term Memory EMNLP 2020
Disentangle-based Continual Graph Representation Learning EMNLP 2020
A Combinatorial Perspective on Transfer Learning NIPS 2020
Improved Schemes for Episodic Memory-based Lifelong Learning NIPS 2020
Continual Deep Learning by Functional Regularisation of Memorable Past NIPS 2020
Understanding the Role of Training Regimes in Continual Learning NIPS 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming NIPS 2020