| A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry | Jun 21, 2019 | Decision MakingLifelong learning | CodeCode Available | 1 |
| Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning | Jul 12, 2022 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning | Jun 10, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 |
| Learning latent representations across multiple data domains using Lifelong VAEGAN | Jul 20, 2020 | Lifelong learningRepresentation 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 |
| Omnidirectional Transfer for Quasilinear Lifelong Learning | Apr 27, 2020 | Federated LearningLifelong learning | CodeCode Available | 1 |
| Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation | Mar 9, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Mar 12, 2022 | Lifelong learning | CodeCode Available | 1 |
| Lifelong Learning based Disease Diagnosis on Clinical Notes | Feb 27, 2021 | Lifelong learning | CodeCode Available | 1 |
| BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning | Feb 17, 2020 | de-enLifelong learning | CodeCode Available | 1 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| GAN Memory with No Forgetting | Jun 13, 2020 | FormLifelong learning | CodeCode Available | 1 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 |
| A Boolean Task Algebra for Reinforcement Learning | Jan 6, 2020 | Lifelong learningNegation | CodeCode Available | 1 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Learning the Superpixel in a Non-iterative and Lifelong Manner | Mar 19, 2021 | ClusteringLifelong learning | CodeCode Available | 1 |
| Lifelong Learning of Graph Neural Networks for Open-World Node Classification | Jun 25, 2020 | Lifelong learningNode Classification | CodeCode Available | 1 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 |
| Bayesian Exploration for Lifelong Reinforcement Learning | Sep 29, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| A Growing Long-term Episodic & Semantic Memory | Oct 20, 2016 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity | Feb 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Auto-selected Knowledge Adapters for Lifelong Person Re-identification | May 29, 2024 | Lifelong learningPerson Re-Identification | —Unverified | 0 |
| AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning | Apr 9, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Adaptive Plasticity Improvement for Continual Learning | Jan 1, 2023 | Continual LearningLifelong learning | —Unverified | 0 |
| Autonomous Goal Exploration using Learned Goal Spaces for Visuomotor Skill Acquisition in Robots | Jun 10, 2019 | Lifelong learningRepresentation Learning | —Unverified | 0 |
| AutoML @ NeurIPS 2018 challenge: Design and Results | Mar 12, 2019 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| A Unified Framework for Lifelong Learning in Deep Neural Networks | Nov 28, 2019 | Few-Shot LearningLifelong learning | —Unverified | 0 |
| A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments | Jun 8, 2023 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Accumulating Knowledge for Lifelong Online Learning | Oct 26, 2018 | Lifelong learningTransfer Learning | —Unverified | 0 |
| A Biologically Plausible Audio-Visual Integration Model for Continual Learning | Jul 17, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| A Conceptual Framework for Lifelong Learning | Nov 21, 2019 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification | Dec 1, 2020 | Few-Shot LearningFew-Shot Relation Classification | —Unverified | 0 |
| Adaptive Hyperparameter Optimization for Continual Learning Scenarios | Mar 9, 2024 | Continual LearningHyperparameter Optimization | —Unverified | 0 |
| Attention-Based Structural-Plasticity | Mar 2, 2019 | Lifelong learningPermuted-MNIST | —Unverified | 0 |
| Attacking Lifelong Learning Models with Gradient Reversion | Jan 1, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning | Oct 24, 2019 | Continual Learningimage-classification | —Unverified | 0 |
| Dual Memory Architectures for Fast Deep Learning of Stream Data via an Online-Incremental-Transfer Strategy | Jun 15, 2015 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging | Mar 12, 2023 | Brain Tumor SegmentationFederated Learning | —Unverified | 0 |
| Early or Late Fusion Matters: Efficient RGB-D Fusion in Vision Transformers for 3D Object Recognition | Oct 3, 2022 | 3D Object RecognitionLifelong learning | —Unverified | 0 |
| A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems | Jan 18, 2023 | Lifelong learning | —Unverified | 0 |
| Continual Lifelong Learning with Neural Networks: A Review | Feb 21, 2018 | Lifelong learningRetrieval | —Unverified | 0 |
| Continual Lifelong Learning in Natural Language Processing: A Survey | Dec 17, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| A PAC-Bayesian bound for Lifelong Learning | Nov 12, 2013 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Continual Learning via Principal Components Projection | Sep 25, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Continual Learning via Neural Pruning | Mar 11, 2019 | Continual LearningDiagnostic | —Unverified | 0 |
| Continual Reinforcement Learning with TELLA | Aug 8, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Adaptive Fairness-Aware Online Meta-Learning for Changing Environments | May 20, 2022 | FairnessLifelong learning | —Unverified | 0 |
