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continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL 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

SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models EMNLP 2024
GACL: Exemplar-Free Generalized Analytic Continual Learning NIPS 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024
Unsupervised Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2024
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NIPS 2024
Continual Learning in an Open and Dynamic World AAAI 2024
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024
LAMM: Label Alignment for Multi-Modal Prompt Learning AAAI 2024
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024
A Parameter-efficient Language Extension Framework for Multilingual ASR INTERSPEECH 2024
Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification CVPR 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning WACV 2024
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning AAAI 2024
Continual Learning with Global Alignment NIPS 2024
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024
Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024
Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation CVPR 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024
Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024
Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024