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Continual Learning

1,929 papers

Papers per year

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Papers

Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019
Learning Without Memorizing CVPR 2019
Incremental Object Learning From Contiguous Views CVPR 2019
Deep Incremental Hashing Network for Efficient Image Retrieval CVPR 2019
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers CVPR 2019
Task-Free Continual Learning CVPR 2019
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning CVPR 2019
A Progressive Model to Enable Continual Learning for Semantic Slot Filling EMNLP 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis EMNLP 2019
Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild ICCV 2019
IL2M: Class Incremental Learning With Dual Memory ICCV 2019
Incremental Class Discovery for Semantic Segmentation With RGBD Sensing ICCV 2019
ACE: Adapting to Changing Environments for Semantic Segmentation ICCV 2019
Lifelong GAN: Continual Learning for Conditional Image Generation ICCV 2019
Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation ICCV 2019
AMP: Adaptive Masked Proxies for Few-Shot Segmentation ICCV 2019
Incremental Learning Using Conditional Adversarial Networks 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
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions ICCV 2019
Learning to Caption Images Through a Lifetime by Asking Questions ICCV 2019
Policy Consolidation for Continual Reinforcement Learning ICML 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019
Extensible Cross-Modal Hashing IJCAI 2019