| Omnidirectional Transfer for Quasilinear Lifelong Learning | Apr 27, 2020 | Federated LearningLifelong learning | CodeCode Available | 1 |
| Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks | Apr 27, 2020 | Lifelong learning | —Unverified | 0 |
| CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition | Apr 20, 2020 | Gesture RecognitionLifelong learning | CodeCode Available | 1 |
| Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders | Apr 14, 2020 | DecoderLifelong learning | —Unverified | 0 |
| Sequential Learning for Domain Generalization | Apr 3, 2020 | Domain GeneralizationLifelong learning | —Unverified | 0 |
| Lifelong Learning with Searchable Extension Units | Mar 19, 2020 | Lifelong learningNeural Architecture Search | CodeCode Available | 0 |
| The State of Lifelong Learning in Service Robots: Current Bottlenecks in Object Perception and Manipulation | Mar 18, 2020 | Lifelong learningObject | —Unverified | 0 |
| Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity | Feb 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning | Feb 17, 2020 | de-enLifelong learning | CodeCode Available | 1 |
| Uncertainty-based Modulation for Lifelong Learning | Jan 27, 2020 | Lifelong learningOne-Shot Learning | —Unverified | 0 |
| Frosting Weights for Better Continual Training | Jan 7, 2020 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| A Boolean Task Algebra for Reinforcement Learning | Jan 6, 2020 | Lifelong learningNegation | CodeCode Available | 1 |
| Attacking Lifelong Learning Models with Gradient Reversion | Jan 1, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| L3DOC: Lifelong 3D Object Classification | Dec 12, 2019 | 3D geometry3D Object Classification | —Unverified | 0 |
| Large-scale Kernel Methods and Applications to Lifelong Robot Learning | Dec 11, 2019 | Lifelong learning | —Unverified | 0 |
| Lifelong learning for text retrieval and recognition in historical handwritten document collections | Dec 11, 2019 | Deep LearningLifelong learning | —Unverified | 0 |
| Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing | Dec 10, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Adaptive Online Planning for Continual Lifelong Learning | Dec 3, 2019 | Lifelong learningReinforcement Learning | CodeCode Available | 0 |
| Towards an Integrative Educational Recommender for Lifelong Learners | Dec 3, 2019 | Lifelong learning | CodeCode Available | 1 |
| Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept Drift | Nov 30, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| A Unified Framework for Lifelong Learning in Deep Neural Networks | Nov 28, 2019 | Few-Shot LearningLifelong learning | —Unverified | 0 |
| A Conceptual Framework for Lifelong Learning | Nov 21, 2019 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources | Nov 21, 2019 | Knowledge TracingLifelong learning | CodeCode Available | 0 |
| Gamma-Nets: Generalizing Value Estimation over Timescale | Nov 18, 2019 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
