| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 |
| Learning latent representations across multiple data domains using Lifelong VAEGAN | Jul 20, 2020 | Lifelong learningRepresentation Learning | CodeCode Available | 1 |
| A Biologically Plausible Audio-Visual Integration Model for Continual Learning | Jul 17, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning of Compositional Structures | Jul 15, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting | Jul 14, 2020 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 |
| Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer | Jul 14, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning | Jul 10, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Meta-Learning through Hebbian Plasticity in Random Networks | Jul 6, 2020 | Lifelong learningNavigate | CodeCode Available | 1 |
| Dialog as a Vehicle for Lifelong Learning | Jun 26, 2020 | Lifelong learningPosition | —Unverified | 0 |
| Lifelong Learning of Graph Neural Networks for Open-World Node Classification | Jun 25, 2020 | Lifelong learningNode Classification | CodeCode Available | 1 |
| Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations | Jun 24, 2020 | Community DetectionData Integration | —Unverified | 0 |
| Neural Topic Modeling with Continual Lifelong Learning | Jun 19, 2020 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| GAN Memory with No Forgetting | Jun 13, 2020 | FormLifelong learning | CodeCode Available | 1 |
| Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer | Jun 12, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Logical Composition in Lifelong Reinforcement Learning | Jun 12, 2020 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Tackling Non-forgetting and Forward Transfer with a Unified Lifelong Learning Approach | Jun 12, 2020 | Few-Shot LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning of Factored Policies via Policy Gradients | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Self-Supervised Learning Aided Class-Incremental Lifelong Learning | Jun 10, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Light-in-the-loop: using a photonics co-processor for scalable training of neural networks | Jun 2, 2020 | Lifelong learningRecommendation Systems | —Unverified | 0 |
| \'Evaluation de syst\`emes apprenant tout au long de la vie (Evaluation of lifelong learning systems ) | Jun 1, 2020 | Lifelong learning | —Unverified | 0 |
| Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition | Jun 1, 2020 | 3D ReconstructionDiversity | —Unverified | 0 |
| Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL | May 10, 2020 | Decision MakingLifelong learning | CodeCode Available | 1 |
| SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks | May 1, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Evaluation of Lifelong Learning Systems | May 1, 2020 | BIG-bench Machine LearningLifelong learning | —Unverified | 0 |
| PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | Apr 28, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
