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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

Robust Continuous On-Device Personalization for Automatic Speech Recognition INTERSPEECH 2021
Posterior Meta-Replay for Continual Learning NIPS 2021
Lifelong Domain Adaptation via Consolidated Internal Distribution NIPS 2021
Lifelong Knowledge-Enriched Social Event Representation Learning EACL 2021
Do Not Forget to Attend to Uncertainty While Mitigating Catastrophic Forgetting WACV 2021
Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021
Continual World: A Robotic Benchmark For Continual Reinforcement Learning NIPS 2021
Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping CVPR 2021
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021
Image De-Raining via Continual Learning CVPR 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations CVPR 2021
Rectification-Based Knowledge Retention for Continual Learning CVPR 2021
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021
Multi-Domain Multi-Task Rehearsal for Lifelong Learning AAAI 2021
On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning NIPS 2021
PLOP: Learning Without Forgetting for Continual Semantic Segmentation CVPR 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima NIPS 2021
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning IJCAI 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning CVPR 2021
Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021
FedSpeech: Federated Text-to-Speech with Continual Learning IJCAI 2021
DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021