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| Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach | Jul 12, 2024 | Continual LearningLifelong learning | —Unverified | 0 |
| CLEO: Continual Learning of Evolving Ontologies | Jul 11, 2024 | Autonomous DrivingContinual Learning | —Unverified | 0 |
| Vision-Braille: An End-to-End Tool for Chinese Braille Image-to-Text Translation | Jul 8, 2024 | Image to textLifelong learning | —Unverified | 0 |
| Sequential Editing for Lifelong Training of Speech Recognition Models | Jun 25, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions | Jun 24, 2024 | Lifelong learningManagement | —Unverified | 0 |
| Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning | Jun 18, 2024 | Lifelong learningSpecificity | CodeCode Available | 0 |
| Towards Lifelong Learning of Large Language Models: A Survey | Jun 10, 2024 | Continual PretrainingIncremental Learning | CodeCode Available | 2 |
| Lifelong Learning of Video Diffusion Models From a Single Video Stream | Jun 7, 2024 | Continual LearningLifelong learning | —Unverified | 0 |
| CLoG: Benchmarking Continual Learning of Image Generation Models | Jun 7, 2024 | BenchmarkingContinual Learning | CodeCode Available | 1 |
| Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity | Jun 4, 2024 | Lifelong learning | —Unverified | 0 |
| Conditional Language Learning with Context | Jun 4, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 0 |
| The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry | Jun 3, 2024 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Lifelong learning challenges in the era of artificial intelligence: a computational thinking perspective | May 30, 2024 | Lifelong learningManagement | —Unverified | 0 |
| Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation | May 29, 2024 | Domain GeneralizationLifelong learning | —Unverified | 0 |
| Auto-selected Knowledge Adapters for Lifelong Person Re-identification | May 29, 2024 | Lifelong learningPerson Re-Identification | —Unverified | 0 |
| Statistical Context Detection for Deep Lifelong Reinforcement Learning | May 29, 2024 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Lifelong Learning and Selective Forgetting via Contrastive Strategy | May 28, 2024 | Lifelong learning | —Unverified | 0 |
| Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States | May 26, 2024 | Lifelong learningPerson Re-Identification | —Unverified | 0 |
| CLIP model is an Efficient Online Lifelong Learner | May 24, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| U-TELL: Unsupervised Task Expert Lifelong Learning | May 23, 2024 | ClusteringContinual Learning | CodeCode Available | 0 |
| Adaptive Retention & Correction: Test-Time Training for Continual Learning | May 23, 2024 | ARCContinual Learning | —Unverified | 0 |
| Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity | May 22, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning | May 4, 2024 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Learning Control Barrier Functions and their application in Reinforcement Learning: A Survey | Apr 22, 2024 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning | Apr 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RAM: Towards an Ever-Improving Memory System by Learning from Communications | Apr 18, 2024 | Lifelong learningRAG | —Unverified | 0 |
| AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning | Apr 9, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters | Mar 18, 2024 | Continual LearningIncremental Learning | CodeCode Available | 3 |
| Adaptive Hyperparameter Optimization for Continual Learning Scenarios | Mar 9, 2024 | Continual LearningHyperparameter Optimization | —Unverified | 0 |
| Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing | Mar 7, 2024 | Lifelong learning | CodeCode Available | 1 |
| Adaptive Discovering and Merging for Incremental Novel Class Discovery | Mar 6, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Predicting Learning Performance with Large Language Models: A Study in Adult Literacy | Mar 4, 2024 | Knowledge TracingLifelong learning | —Unverified | 0 |
| Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness | Feb 19, 2024 | FairnessLifelong learning | —Unverified | 0 |
| MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning | Feb 17, 2024 | Lifelong learningMixture-of-Experts | —Unverified | 0 |
| BOWLL: A Deceptively Simple Open World Lifelong Learner | Feb 7, 2024 | Lifelong learningNovel Concepts | CodeCode Available | 0 |
| Discounted Adaptive Online Learning: Towards Better Regularization | Feb 5, 2024 | Conformal PredictionLifelong learning | CodeCode Available | 0 |
| Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers | Jan 29, 2024 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code | Dec 20, 2023 | Lifelong learning | CodeCode Available | 1 |
| Bayesian Metaplasticity from Synaptic Uncertainty | Dec 15, 2023 | Bayesian InferenceContinual Learning | —Unverified | 0 |
| Continual learning for surface defect segmentation by subnetwork creation and selection | Dec 8, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning | Dec 7, 2023 | Continual Learningimage-classification | CodeCode Available | 0 |
| Evaluating Pretrained models for Deployable Lifelong Learning | Nov 22, 2023 | Atari Gamesclass-incremental learning | —Unverified | 0 |
| L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models | Nov 11, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery | Nov 3, 2023 | Imitation LearningLifelong learning | —Unverified | 0 |
| A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents | Nov 1, 2023 | Continual LearningLifelong learning | —Unverified | 0 |
| Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning | Oct 17, 2023 | Inductive BiasLifelong learning | CodeCode Available | 0 |
| Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach | Oct 8, 2023 | Lifelong learningReinforcement Learning (RL) | —Unverified | 0 |
| Design Principles for Lifelong Learning AI Accelerators | Oct 5, 2023 | Lifelong learning | —Unverified | 0 |