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continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL 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

Calibrating CNNs for Lifelong Learning NIPS 2020
Orthogonal Gradient Descent for Continual Learning AISTATS 2020
Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning AISTATS 2020
Findings of the First Shared Task on Lifelong Learning Machine Translation EMNLP 2020
Just Ask: An Interactive Learning Framework for Vision and Language Navigation AAAI 2020
Generative Continual Concept Learning AAAI 2020
Supermasks in Superposition NIPS 2020
Online Continual Learning from Imbalanced Data ICML 2020
Training Binary Neural Networks using the Bayesian Learning Rule ICML 2020
Continuous Meta-Learning without Tasks NIPS 2020
Efficient Meta Lifelong-Learning with Limited Memory EMNLP 2020
Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control AAAI 2020
Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis EMNLP 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
Learning to Adapt to Evolving Domains NIPS 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification MIDL 2020
LT3 at SemEval-2020 Task 8: Multi-Modal Multi-Task Learning for Memotion Analysis SEMEVAL 2020
Continual Lifelong Learning in Natural Language Processing: A Survey COLING 2020
Dark Experience for General Continual Learning: a Strong, Simple Baseline NIPS 2020
Lifelong Language Knowledge Distillation EMNLP 2020
Online Depth Learning Against Forgetting in Monocular Videos CVPR 2020
Continual Learning with Node-Importance based Adaptive Group Sparse Regularization NIPS 2020
Deep Reinforcement and InfoMax Learning NIPS 2020
Continual Learning of Control Primitives : Skill Discovery via Reset-Games NIPS 2020