lifelong learning

Findings of the First Shared Task on Lifelong Learning Machine Translation EMNLP 2020 GAN Memory with No Forgetting NeurIPS 2020 Improved Schemes for Episodic Memory-based Lifelong Learning NeurIPS 2020 Lifelong Language Knowledge Distillation EMNLP 2020 Lifelong Learning with a Changing Action Set AAAI 2020 Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting NeurIPS 2020 Lifelong Spectral Clustering AAAI 2020 Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition CVPR 2020 Mutual exclusivity as a challenge for deep neural networks NeurIPS 2020 Neural Topic Modeling with Continual Lifelong Learning ICML 2020 SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks ICLR 2020 Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract) AAAI 2020 Using the Past Knowledge to Improve Sentiment Classification EMNLP 2020 Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity ICLR 2019 Continual and Multi-Task Architecture Search ACL 2019 Efficient Lifelong Learning with A-GEM ICLR 2019 Forward and Backward Knowledge Transfer for Sentiment Classification ACML 2019 Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks IJCAI 2019 Lifelong Optimization with Low Regret AISTATS 2019 Meta-Learning Improves Lifelong Relation Extraction ACL 2019 Sentence Embedding Alignment for Lifelong Relation Extraction NAACL 2019 Transfer Learning by Adaptive Merging of Multiple Models MIDL 2019 Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018 Generalisation in humans and deep neural networks NeurIPS 2018 HOUDINI: Lifelong Learning as Program Synthesis NeurIPS 2018