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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

DualNet: Continual Learning, Fast and Slow NIPS 2021
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NIPS 2021
Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021
Optimizing Reusable Knowledge for Continual Learning via Metalearning NIPS 2021
Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations ICCV 2021
Natural continual learning: success is a journey, not (just) a destination NIPS 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning EMNLP 2021
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning NIPS 2021
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation CORL 2021
CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks NIPS 2021
Bayesian Structural Adaptation for Continual Learning ICML 2021
Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data ICCV 2021
Continual Lifelong Learning for Intelligent Agents IJCAI 2021
Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning ICCV 2021
RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021
Co2L: Contrastive Continual Learning ICCV 2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021
Continual Learning via Local Module Composition NIPS 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021
Inter-Task Similarity for Lifelong Reinforcement Learning in Heterogeneous Tasks IJCAI 2021
Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021
Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data ICML 2021
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix AISTATS 2021
River: machine learning for streaming data in Python JMLR 2021
Continual Representation Learning for Biometric Identification WACV 2021