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Continual Learning

557 directly classified papers

Papers per year

Papers

Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022
Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022
Learning To Prompt for Continual Learning CVPR 2022
Self-Supervised Models Are Continual Learners CVPR 2022
Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022
Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022
Continual Learning for Visual Search With Backward Consistent Feature Embedding CVPR 2022
Towards Better Plasticity-Stability Trade-Off in Incremental Learning: A Simple Linear Connector CVPR 2022
Unseen Classes at a Later Time? No Problem CVPR 2022
Federated Class-Incremental Learning CVPR 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022
Continual Predictive Learning From Videos CVPR 2022
Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture CVPR 2022
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022
A Theoretical Study on Solving Continual Learning NIPS 2022
Disentangling Transfer in Continual Reinforcement Learning NIPS 2022