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Continual Learning

309 directly classified papers

Papers per year

Papers

Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis EMNLP 2019
HOUDINI: Lifelong Learning as Program Synthesis NIPS 2018
Reinforced Continual Learning NIPS 2018
Distributed Weight Consolidation: A Brain Segmentation Case Study NIPS 2018
Generalisation in humans and deep neural networks NIPS 2018
iCaRL: Incremental Classifier and Representation Learning CVPR 2017
Continual Learning with Deep Generative Replay NIPS 2017
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015