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Continual Learning

1895 directly classified papers

Papers per year

Papers

An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning CVPR 2024
Continual Forgetting for Pre-trained Vision Models CVPR 2024
Vector Quantization Prompting for Continual Learning NIPS 2024
Non-compositional Expression Generation and its Continual Learning ACL 2024
What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024
Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024
Federated Ensemble-Directed Offline Reinforcement Learning NIPS 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024
Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024
Multi-Domain Incremental Learning for Face Presentation Attack Detection AAAI 2024
Incremental Sequence Labeling: A Tale of Two Shifts ACL 2024
Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024
Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution AAAI 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning AAAI 2024
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NIPS 2024
Stepping Forward on the Last Mile NIPS 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
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024