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Continual Learning

319 papers

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Papers

Continual Learning Long Short Term Memory EMNLP 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020
Random Path Selection for Continual Learning NIPS 2019
Continual Unsupervised Representation Learning NIPS 2019
Episodic Memory in Lifelong Language Learning NIPS 2019
Experience Replay for Continual Learning NIPS 2019
Large Scale Incremental Learning CVPR 2019
Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Learning Without Memorizing CVPR 2019
Incremental Object Learning From Contiguous Views CVPR 2019
Task-Free Continual Learning CVPR 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis EMNLP 2019
Generalisation in humans and deep neural networks NIPS 2018
Distributed Weight Consolidation: A Brain Segmentation Case Study NIPS 2018
Reinforced Continual Learning NIPS 2018
HOUDINI: Lifelong Learning as Program Synthesis NIPS 2018
Continual Learning with Deep Generative Replay NIPS 2017
iCaRL: Incremental Classifier and Representation Learning CVPR 2017
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015