| Differentiable plasticity: training plastic neural networks with backpropagation | Apr 6, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| HOUDINI: Lifelong Learning as Program Synthesis | Mar 31, 2018 | Lifelong learningProgram Synthesis | CodeCode Available | 0 |
| Computational Theories of Curiosity-Driven Learning | Feb 28, 2018 | BIG-bench Machine LearningLifelong learning | —Unverified | 0 |
| Selective Experience Replay for Lifelong Learning | Feb 28, 2018 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Unicorn: Continual Learning with a Universal, Off-policy Agent | Feb 22, 2018 | Continual LearningLifelong learning | —Unverified | 0 |
| SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation | Feb 22, 2018 | BIG-bench Machine LearningLifelong learning | —Unverified | 0 |
| Intrinsic Motivation and Mental Replay enable Efficient Online Adaptation in Stochastic Recurrent Networks | Feb 22, 2018 | Lifelong learningMotion Planning | —Unverified | 0 |
| Continual Lifelong Learning with Neural Networks: A Review | Feb 21, 2018 | Lifelong learningRetrieval | —Unverified | 0 |
| Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning | Feb 16, 2018 | Lifelong learningSentiment Analysis | —Unverified | 0 |
| Lifelong Learning for Sentiment Classification | Jan 9, 2018 | Bayesian OptimizationClassification | —Unverified | 0 |
| Generation and Consolidation of Recollections for Efficient Deep Lifelong Learning | Jan 1, 2018 | Knowledge DistillationLifelong learning | —Unverified | 0 |
| Lifelong Learning with Output Kernels | Jan 1, 2018 | Lifelong learning | —Unverified | 0 |
| Lifelong Learning by Adjusting Priors | Jan 1, 2018 | Generalization BoundsLifelong learning | —Unverified | 0 |
| Lifelong Word Embedding via Meta-Learning | Jan 1, 2018 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Memory Aware Synapses: Learning what (not) to forget | Nov 27, 2017 | Lifelong learningObject Recognition | CodeCode Available | 0 |
| Scalable Recollections for Continual Lifelong Learning | Nov 17, 2017 | Lifelong learning | —Unverified | 0 |
| Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution | Nov 17, 2017 | Lifelong learning | —Unverified | 0 |
| Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer | Oct 10, 2017 | BIG-bench Machine LearningDictionary Learning | —Unverified | 0 |
| Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition | Sep 15, 2017 | Lifelong learningMulti-Task Learning | —Unverified | 0 |
| Benchmark Environments for Multitask Learning in Continuous Domains | Aug 14, 2017 | Lifelong learningOpenAI Gym | CodeCode Available | 0 |
| Lifelong Learning with Dynamically Expandable Networks | Aug 4, 2017 | Lifelong learning | CodeCode Available | 0 |
| Lifelong Learning in Costly Feature Spaces | Jun 30, 2017 | Lifelong learning | —Unverified | 0 |
| Lifelong Generative Modeling | May 27, 2017 | Lifelong learningTransfer Learning | CodeCode Available | 0 |
| Voltage-Driven Domain-Wall Motion based Neuro-Synaptic Devices for Dynamic On-line Learning | May 19, 2017 | Lifelong learningspeech-recognition | —Unverified | 0 |
| CORe50: a New Dataset and Benchmark for Continuous Object Recognition | May 9, 2017 | Continuous Object RecognitionLifelong learning | CodeCode Available | 0 |