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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

Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition INTERSPEECH 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics INTERSPEECH 2023
Online Continual Learning on Hierarchical Label Expansion ICCV 2023
Towards continually learning new languages INTERSPEECH 2023
Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning EACL 2023
Do Pre-Trained Models Benefit Equally in Continual Learning? WACV 2023
Overcoming catastrophic forgetting with classifier expander ACML 2023
Online Model Adaptation with Feedforward Compensation CORL 2023
A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023
Endpoints Weight Fusion for Class Incremental Semantic Segmentation CVPR 2023
Rewiring Neurons in Non-Stationary Environments NIPS 2023
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm NIPS 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
Cross-Regional Fraud Detection via Continual Learning (Student Abstract) AAAI 2023
Continual Learning With Dependency Preserving Hypernetworks WACV 2023
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NIPS 2023
Evolving Standardization for Continual Domain Generalization over Temporal Drift NIPS 2023
Exploring Data Geometry for Continual Learning CVPR 2023
Real-Time Evaluation in Online Continual Learning: A New Hope CVPR 2023
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023
Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023
Continual Graph Convolutional Network for Text Classification AAAI 2023
A Neural Span-Based Continual Named Entity Recognition Model AAAI 2023