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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

BooVAE: Boosting Approach for Continual Learning of VAE NIPS 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding NAACL 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks NAACL 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021
Lifelong Learning of Hate Speech Classification on Social Media NAACL 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages ACL 2021
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning CVPR 2021
Generative vs. Discriminative: Rethinking The Meta-Continual Learning NIPS 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021
Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) AAAI 2021
Continual Learning by Using Information of Each Class Holistically AAAI 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks AAAI 2021
Continual Learning for Image-Based Camera Localization ICCV 2021
Language Scaling for Universal Suggested Replies Model NAACL 2021
Dataset Condensation with Differentiable Siamese Augmentation ICML 2021
Class-Incremental Learning for Action Recognition in Videos ICCV 2021
Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data ICCV 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking IJCNLP 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021
Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021
Large-Scale Meta-Learning with Continual Trajectory Shifting ICML 2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning ICCV 2021
Formalizing the Generalization-Forgetting Trade-off in Continual Learning NIPS 2021