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Continual Learning

1895 directly classified papers

Papers per year

Papers

Continual Learning for Image-Based Camera Localization ICCV 2021
Co2L: Contrastive Continual Learning ICCV 2021
Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning ICCV 2021
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding NAACL 2021
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting ICCV 2021
Improving De-Raining Generalization via Neural Reorganization ICCV 2021
Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data ICCV 2021
A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification INTERSPEECH 2021
Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021
Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures NAACL 2021
Storage Fit Learning with Feature Evolvable Streams AAAI 2021
Is Active Learning Always Beneficial? (Student Abstract) AAAI 2021
Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp NAACL 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks NAACL 2021
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation AAAI 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network AAAI 2021
Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
Knowledge-Guided Object Discovery with Acquired Deep Impressions AAAI 2021
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021
Lifelong Learning of Hate Speech Classification on Social Media NAACL 2021
Continual Learning for Neural Machine Translation NAACL 2021
Continual Learning for Named Entity Recognition AAAI 2021
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation AAAI 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021