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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

Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks AAAI 2020
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting NIPS 2020
Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget CVPR 2020
Meta-Learning through Hebbian Plasticity in Random Networks NIPS 2020
Meta-Consolidation for Continual Learning NIPS 2020
Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks NIPS 2020
Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL 2020
A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario AAAI 2020
Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning CORL 2020
Continual Adaptation for Efficient Machine Communication CONLL 2020
Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020
Optimal Continual Learning has Perfect Memory and is NP-hard ICML 2020
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning NIPS 2020
Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020
LT3 at SemEval-2020 Task 8: Multi-Modal Multi-Task Learning for Memotion Analysis COLING 2020
Few Sample Learning without Data Storage for Lifelong Stream Mining (Student Abstract) AAAI 2020
Continual Learning With Extended Kronecker-Factored Approximate Curvature CVPR 2020
Semantic Drift Compensation for Class-Incremental Learning CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020
Few-Shot Class-Incremental Learning CVPR 2020
Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation COLING 2020
Distill and Replay for Continual Language Learning COLING 2020
Continual Learning in Automatic Speech Recognition INTERSPEECH 2020
Continual Learning for Multi-Dialect Acoustic Models INTERSPEECH 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning CVPR 2020