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Continual Learning

1895 directly classified papers

Papers per year

Papers

CBA: Improving Online Continual Learning via Continual Bias Adaptor ICCV 2023
Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023
A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023
Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023
Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning ICCV 2023
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework (Extended Abstract) IJCAI 2023
Online Model Adaptation with Feedforward Compensation CORL 2023
Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning EACL 2023
On the Convergence of Continual Learning with Adaptive Methods UAI 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning ICCV 2023
Masked Autoencoders are Efficient Class Incremental Learners ICCV 2023
Avalanche: A PyTorch Library for Deep Continual Learning JMLR 2023
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark CVPR 2022
Learning To Learn and Remember Super Long Multi-Domain Task Sequence CVPR 2022
A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022
Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? IJCNLP 2022
Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022
Lifelong Person Re-identification by Pseudo Task Knowledge Preservation AAAI 2022
Continual Test-Time Domain Adaptation CVPR 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022