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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

Continual learning of multi-modal dynamics with external memory L4DC 2024
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024
Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024
Continual learning with the neural tangent ensemble NIPS 2024
LAMM: Label Alignment for Multi-Modal Prompt Learning AAAI 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning CVPR 2024
What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024
Continual Multimodal Knowledge Graph Construction IJCAI 2024
Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024
Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning AAAI 2024
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning L4DC 2024
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems INTERSPEECH 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NIPS 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning NIPS 2024
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset NIPS 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective IJCAI 2024
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NIPS 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models NIPS 2024
Learning Successor Features the Simple Way NIPS 2024
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024