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Continual Learning

1,929 papers

Papers per year

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Papers

Forgetting to Learn Logic Programs AAAI 2020
A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario AAAI 2020
Residual Continual Learning AAAI 2020
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020
Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control AAAI 2020
Generative Continual Concept Learning AAAI 2020
Lifelong Spectral Clustering AAAI 2020
Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020
Iterative Learning for Reliable Underwater Link Adaptation (Student Abstract) AAAI 2020
Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks AAAI 2020
Few Sample Learning without Data Storage for Lifelong Stream Mining (Student Abstract) AAAI 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020
Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL 2020
Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL 2020
Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning AISTATS 2020
Orthogonal Gradient Descent for Continual Learning AISTATS 2020
Bayes-enhanced Lifelong Attention Networks for Sentiment Classification COLING 2020
A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification COLING 2020
Distill and Replay for Continual Language Learning COLING 2020
Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation COLING 2020
Continual Lifelong Learning in Natural Language Processing: A Survey COLING 2020
Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies COLING 2020