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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

Object Recognition With Continual Open Set Domain Adaptation for Home Robot WACV 2021
Kernel Continual Learning ICML 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network AAAI 2021
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation AAAI 2021
Learning with Selective Forgetting IJCAI 2021
Few-Shot and Continual Learning With Attentive Independent Mechanisms ICCV 2021
Continual Learning for Neural Machine Translation NAACL 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021
IIRC: Incremental Implicitly-Refined Classification CVPR 2021
Continual Quality Estimation with Online Bayesian Meta-Learning IJCNLP 2021
Continual Few-Shot Learning for Text Classification EMNLP 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021
Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process ICCV 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition INTERSPEECH 2021
Detection and Continual Learning of Novel Face Presentation Attacks ICCV 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay ICCV 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages IJCNLP 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution NAACL 2021
Towards Realistic Single-Task Continuous Learning Research for NER EMNLP 2021
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors AISTATS 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings EMNLP 2021