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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

RDumb: A simple approach that questions our progress in continual test-time adaptation NIPS 2023
Preserving Linear Separability in Continual Learning by Backward Feature Projection CVPR 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023
Continual Learning with Scaled Gradient Projection AAAI 2023
Continual Task Allocation in Meta-Policy Network via Sparse Prompting ICML 2023
Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Exclusive Supermask Subnetwork Training for Continual Learning ACL 2023
Consistent Prototype Learning for Few-Shot Continual Relation Extraction ACL 2023
Improving Continual Relation Extraction by Distinguishing Analogous Semantics ACL 2023
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023
Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023
Does Continual Learning Equally Forget All Parameters? ICML 2023
A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023
CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation RSS 2023
Temporal Continual Learning with Prior Compensation for Human Motion Prediction NIPS 2023
Lifelong Person Re-identification via Knowledge Refreshing and Consolidation AAAI 2023
Incremental Image De-raining via Associative Memory AAAI 2023
Loss Decoupling for Task-Agnostic Continual Learning NIPS 2023
An Efficient Dataset Condensation Plugin and Its Application to Continual Learning NIPS 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments NIPS 2023