| Beyond Task Diversity: Provable Representation Transfer for Sequential Multi-Task Linear Bandits | Jan 23, 2025 | DiversityLifelong learning | CodeCode Available | 0 |
| CLIP model is an Efficient Online Lifelong Learner | May 24, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Online Class-Incremental Learning For Real-World Food Image Classification | Jan 12, 2023 | Classificationclass-incremental learning | CodeCode Available | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Adaptive Online Planning for Continual Lifelong Learning | Dec 3, 2019 | Lifelong learningReinforcement Learning | CodeCode Available | 0 |
| Lifelong Learning with a Changing Action Set | Jun 5, 2019 | Decision MakingLifelong learning | CodeCode Available | 0 |
| Lifelong Learning with Dynamically Expandable Networks | Aug 4, 2017 | Lifelong learning | CodeCode Available | 0 |
| TAG: Task-based Accumulated Gradients for Lifelong learning | May 11, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Toward an AI Physicist for Unsupervised Learning | Oct 24, 2018 | Lifelong learning | CodeCode Available | 0 |
| BERT WEAVER: Using WEight AVERaging to enable lifelong learning for transformer-based models in biomedical semantic search engines | Feb 21, 2022 | Federated LearningLifelong learning | CodeCode Available | 0 |
| Lifelong Learning with Searchable Extension Units | Mar 19, 2020 | Lifelong learningNeural Architecture Search | CodeCode Available | 0 |
| Task-Aware Information Routing from Common Representation Space in Lifelong Learning | Feb 14, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks | May 18, 2023 | Lifelong learningreinforcement-learning | CodeCode Available | 0 |
| OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning | Nov 15, 2019 | Lifelong learningObject | CodeCode Available | 0 |
| DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identification | Jan 1, 2025 | Lifelong learningPerson Re-Identification | CodeCode Available | 0 |
| CL2R: Compatible Lifelong Learning Representations | Nov 16, 2022 | Lifelong learningRepresentation Learning | CodeCode Available | 0 |
| Lifelong Mixture of Variational Autoencoders | Jul 9, 2021 | Lifelong learningMixture-of-Experts | CodeCode Available | 0 |
| Discounted Adaptive Online Learning: Towards Better Regularization | Feb 5, 2024 | Conformal PredictionLifelong learning | CodeCode Available | 0 |
| Benchmark Environments for Multitask Learning in Continuous Domains | Aug 14, 2017 | Lifelong learningOpenAI Gym | CodeCode Available | 0 |
| How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation | Feb 4, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning | Apr 11, 2023 | Lifelong learning | CodeCode Available | 0 |
| Differentiable plasticity: training plastic neural networks with backpropagation | Apr 6, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning | Dec 7, 2023 | Continual Learningimage-classification | CodeCode Available | 0 |
| Cross-lingual Lifelong Learning | May 23, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Anti-Retroactive Interference for Lifelong Learning | Aug 27, 2022 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
