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Continual Learning

1895 directly classified papers

Papers per year

Papers

Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning CVPR 2019
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019
Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Learning Without Memorizing CVPR 2019
Task-Free Continual Learning CVPR 2019
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers CVPR 2019
Large Scale Incremental Learning CVPR 2019
Real-Time Self-Adaptive Deep Stereo CVPR 2019
Towards Incremental Learning of Word Embeddings Using Context Informativeness ACL 2019
Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019
Closed-Loop Memory GAN for Continual Learning IJCAI 2019
Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks IJCAI 2019
Extensible Cross-Modal Hashing IJCAI 2019
Meta-Learning Representations for Continual Learning NIPS 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models NAACL 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL 2019
Incremental Class Discovery for Semantic Segmentation With RGBD Sensing ICCV 2019
AMP: Adaptive Masked Proxies for Few-Shot Segmentation ICCV 2019
Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach ICCV 2019
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation ICCV 2019
Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised Relation Extraction IJCNLP 2019
Look-up and Adapt: A One-shot Semantic Parser IJCNLP 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis EMNLP 2019
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019