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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

Incremental Learning in Online Scenario CVPR 2020
Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem CVPR 2020
Incremental Object Learning From Contiguous Views CVPR 2019
Continual Unsupervised Representation Learning NIPS 2019
Experience Replay for Continual Learning NIPS 2019
Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019
Continual and Multi-Task Architecture Search ACL 2019
Convolution with even-sized kernels and symmetric padding NIPS 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Learning Generalized Temporal Abstractions across Both Action and Perception AAAI 2019
Lifelong Optimization with Low Regret AISTATS 2019
Policy Consolidation for Continual Reinforcement Learning ICML 2019
Remember and Forget for Experience Replay ICML 2019
Locally Weighted Regression Pseudo-Rehearsal for Adaptive Model Predictive Control CORL 2019
Learning Without Memorizing CVPR 2019
Learning to Caption Images Through a Lifetime by Asking Questions ICCV 2019
Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation ICCV 2019
Continual Learning for Sentence Representations Using Conceptors NAACL 2019
Compacting, Picking and Growing for Unforgetting Continual Learning NIPS 2019
Reconciling meta-learning and continual learning with online mixtures of tasks NIPS 2019
Practical Deep Learning with Bayesian Principles NIPS 2019
Inherent Weight Normalization in Stochastic Neural Networks NIPS 2019
Gradient based sample selection for online continual learning NIPS 2019
Lifelong GAN: Continual Learning for Conditional Image Generation ICCV 2019
ACE: Adapting to Changing Environments for Semantic Segmentation ICCV 2019