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Continual Learning

557 directly classified papers

Papers per year

Papers

Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023
Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023
Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023
Learnability and Algorithm for Continual Learning ICML 2023
Parameter-Level Soft-Masking for Continual Learning ICML 2023
Theory on Forgetting and Generalization of Continual Learning ICML 2023
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
The Ideal Continual Learner: An Agent That Never Forgets ICML 2023
Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023
Discrete Key-Value Bottleneck ICML 2023
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning ICML 2023
Saliency Guided Experience Packing for Replay in Continual Learning WACV 2023
Continual Semantic Segmentation With Automatic Memory Sample Selection CVPR 2023
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NIPS 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
Continual Training of Language Models for Few-Shot Learning EMNLP 2022
Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation EMNLP 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022
Online Continual Learning through Mutual Information Maximization ICML 2022
Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022
Rethinking Video Anomaly Detection - A Continual Learning Approach WACV 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022