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Continual Learning

1895 directly classified papers

Papers per year

Papers

Iterated Learning in Dynamic Social Networks JMLR 2019
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics JMLR 2019
Learning to Caption Images Through a Lifetime by Asking Questions ICCV 2019
Self-Organizing Incremental Neural Networks for Continual Learning IJCAI 2019
Incremental Few-Shot Learning for Pedestrian Attribute Recognition IJCAI 2019
Curriculum Learning for Cumulative Return Maximization IJCAI 2019
A Progressive Model to Enable Continual Learning for Semantic Slot Filling IJCNLP 2019
Deep Incremental Hashing Network for Efficient Image Retrieval CVPR 2019
Continual and Multi-Task Architecture Search ACL 2019
Metadata-driven Task Relation Discovery for Multi-task Learning IJCAI 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis IJCNLP 2019
Robot Task Interruption by Learning to Switch Among Multiple Models IJCAI 2018
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments ICLR 2018
Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing EMNLP 2018
People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting CVPR 2018
Mix & Match Agent Curricula for Reinforcement Learning ICML 2018
Long short-term memory and Learning-to-learn in networks of spiking neurons NIPS 2018
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018
Continual Reinforcement Learning with Complex Synapses ICML 2018
Memory Replay GANs: Learning to Generate New Categories without Forgetting NIPS 2018
Adding New Classes without Access to the Original Training Data with Applications to Language Identification INTERSPEECH 2018
Emergent Tangled Program Graphs in Multi-Task Learning IJCAI 2018
Continuous Learning in a Hierarchical Multiscale Neural Network ACL 2018
Online Incremental Learning for Speaker-Adaptive Language Models INTERSPEECH 2018
Master-Slave Curriculum Design for Reinforcement Learning IJCAI 2018