{"total":147,"rows":[{"id":"2112.08654","title":"Learning to Prompt for Continual Learning","created":"2021-12-16","cited_by_count":944,"area":null},{"id":"2302.00487","title":"A Comprehensive Survey of Continual Learning: Theory, Method and Application","created":"2023-01-31","cited_by_count":872,"area":null},{"id":"2101.10423","title":"Online Continual Learning in Image Classification: An Empirical Survey","created":"2021-01-25","cited_by_count":245,"area":null},{"id":"2301.12314","title":"Progressive Prompts: Continual Learning for Language Models","created":"2023-01-29","cited_by_count":197,"area":null},{"id":"2112.04215","title":"Self-Supervised Models are Continual Learners","created":"2021-12-08","cited_by_count":149,"area":null},{"id":"2308.04014","title":"Continual Pre-Training of Large Language Models: How to (re)warm your model?","created":"2023-08-08","cited_by_count":137,"area":null},{"id":"2105.10919","title":"Continual World: A Robotic Benchmark For Continual Reinforcement Learning","created":"2021-05-23","cited_by_count":116,"area":null},{"id":"2110.06976","title":"Representational Continuity for Unsupervised Continual Learning","created":"2021-10-13","cited_by_count":95,"area":null},{"id":"2403.05175","title":"Continual Learning and Catastrophic Forgetting","created":"2024-03-08","cited_by_count":77,"area":null},{"id":"2307.09218","title":"A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning","created":"2023-07-16","cited_by_count":69,"area":null},{"id":"2101.00407","title":"ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning","created":"2021-01-02","cited_by_count":68,"area":null},{"id":"2105.12374","title":"Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks","created":"2021-05-26","cited_by_count":56,"area":null},{"id":"2109.11369","title":"Recent Advances of Continual Learning in Computer Vision: An Overview","created":"2021-09-23","cited_by_count":55,"area":null},{"id":"2208.11296","title":"Semi-Supervised and Unsupervised Deep Visual Learning: A Survey","created":"2022-08-24","cited_by_count":52,"area":null},{"id":"2308.15827","title":"Introducing Language Guidance in Prompt-based Continual Learning","created":"2023-08-30","cited_by_count":49,"area":null},{"id":"2406.05223","title":"CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning","created":"2024-06-07","cited_by_count":44,"area":null},{"id":"2305.15076","title":"Meta-Learning Online Adaptation of Language Models","created":"2023-05-24","cited_by_count":43,"area":null},{"id":"2207.00429","title":"Modular Lifelong Reinforcement Learning via Neural Composition","created":"2022-07-01","cited_by_count":40,"area":null},{"id":"2110.00175","title":"DualNet: Continual Learning, Fast and Slow","created":"2021-10-01","cited_by_count":39,"area":null},{"id":"2112.15022","title":"Continually Learning Self-Supervised Representations with Projected Functional Regularization","created":"2021-12-30","cited_by_count":38,"area":null},{"id":"2401.10191","title":"Divide and not forget: Ensemble of selectively trained experts in Continual Learning","created":"2024-01-18","cited_by_count":38,"area":null},{"id":"2203.12710","title":"The Challenges of Continuous Self-Supervised Learning","created":"2022-03-23","cited_by_count":36,"area":null},{"id":"2110.15245","title":"From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence","created":"2021-10-28","cited_by_count":35,"area":null},{"id":"2108.05851","title":"Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations","created":"2021-08-12","cited_by_count":30,"area":null},{"id":"2207.12061","title":"Balancing Stability and Plasticity through Advanced Null Space in Continual Learning","created":"2022-07-25","cited_by_count":30,"area":null},{"id":"2104.12081","title":"How Well Does Self-Supervised Pre-Training Perform with Streaming Data?","created":"2021-04-25","cited_by_count":29,"area":null},{"id":"2204.13349","title":"Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor","created":"2022-04-28","cited_by_count":27,"area":null},{"id":"2206.02353","title":"Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data","created":"2022-06-06","cited_by_count":27,"area":null},{"id":"2207.07730","title":"How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition","created":"2022-07-15","cited_by_count":27,"area":null},{"id":"2411.05663","title":"Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation","created":"2024-11-08","cited_by_count":27,"area":null},{"id":"2210.06579","title":"Task-Free Continual Learning via Online Discrepancy Distance Learning","created":"2022-10-12","cited_by_count":22,"area":null},{"id":"2106.07035","title":"Deep Bayesian Unsupervised Lifelong Learning","created":"2021-06-13","cited_by_count":21,"area":null},{"id":"2104.13614","title":"Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors","created":"2021-04-28","cited_by_count":19,"area":null},{"id":"2410.22658","title":"Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation","created":"2024-10-30","cited_by_count":19,"area":"offlinerl"},{"id":"2104.07164","title":"Unsupervised Continual Learning Via Pseudo Labels","created":"2021-04-14","cited_by_count":18,"area":null},{"id":"2107.04689","title":"Lifelong Teacher-Student Network Learning","created":"2021-07-09","cited_by_count":18,"area":"distill"},{"id":"2210.17322","title":"Generative Negative Text Replay for Continual Vision-Language Pretraining","created":"2022-10-31","cited_by_count":18,"area":"mllm"},{"id":"2105.13327","title":"Encoders and Ensembles for Task-Free Continual Learning","created":"2021-05-27","cited_by_count":17,"area":null},{"id":"2106.01834","title":"Continual Learning in Deep Networks: an Analysis of the Last Layer","created":"2021-06-03","cited_by_count":17,"area":null},{"id":"2212.05102","title":"A soft nearest-neighbor framework for continual semi-supervised learning","created":"2022-12-09","cited_by_count":17,"area":null},{"id":"2310.16931","title":"CL-MASR: A Continual Learning Benchmark for Multilingual ASR","created":"2023-10-25","cited_by_count":17,"area":null},{"id":"2106.12772","title":"Task-agnostic Continual Learning with Hybrid Probabilistic Models","created":"2021-06-24","cited_by_count":16,"area":null},{"id":"2208.11266","title":"SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge","created":"2022-08-24","cited_by_count":16,"area":null},{"id":"2304.00933","title":"Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting","created":"2023-04-03","cited_by_count":16,"area":null},{"id":"2305.14691","title":"Label-Efficient Learning in Agriculture: A Comprehensive Review","created":"2023-05-24","cited_by_count":16,"area":null},{"id":"2106.09170","title":"A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams","created":"2021-06-16","cited_by_count":15,"area":null},{"id":"2109.00525","title":"Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation","created":"2021-09-01","cited_by_count":15,"area":"distill"},{"id":"2303.15342","title":"Exploring Continual Learning of Diffusion Models","created":"2023-03-27","cited_by_count":15,"area":"diffusion"},{"id":"2602.10503","title":"Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning","created":"2026-02-11","cited_by_count":13,"area":"vla"},{"id":"2104.12379","title":"Towards Visual Semantics","created":"2021-04-26","cited_by_count":12,"area":null},{"id":"2106.09065","title":"SPeCiaL: Self-Supervised Pretraining for Continual Learning","created":"2021-06-16","cited_by_count":12,"area":null},{"id":"2109.02426","title":"Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision","created":"2021-09-03","cited_by_count":12,"area":null},{"id":"2207.10131","title":"Continual Variational Autoencoder Learning via Online Cooperative Memorization","created":"2022-07-20","cited_by_count":12,"area":null},{"id":"2110.01856","title":"Hypernetworks for Continual Semi-Supervised Learning","created":"2021-10-05","cited_by_count":11,"area":null},{"id":"2208.14307","title":"Beyond Supervised Continual Learning: a Review","created":"2022-08-30","cited_by_count":11,"area":null},{"id":"2402.08823","title":"Random Representations Outperform Online Continually Learned Representations","created":"2024-02-13","cited_by_count":11,"area":null},{"id":"2503.12745","title":"ProtoDepth: Unsupervised Continual Depth Completion with Prototypes","created":"2025-03-17","cited_by_count":11,"area":null},{"id":"2107.04694","title":"Lifelong Mixture of Variational Autoencoders","created":"2021-07-09","cited_by_count":10,"area":"moe"},{"id":"2108.03718","title":"Meta-Reinforcement Learning in Broad and Non-Parametric Environments","created":"2021-08-08","cited_by_count":10,"area":null},{"id":"2204.05462","title":"Out-Of-Distribution Detection In Unsupervised Continual Learning","created":"2022-04-12","cited_by_count":10,"area":null},{"id":"2305.00286","title":"Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning","created":"2023-04-29","cited_by_count":10,"area":null},{"id":"2104.10588","title":"IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay","created":"2021-04-21","cited_by_count":9,"area":null},{"id":"2211.07725","title":"Hierarchically Structured Task-Agnostic Continual Learning","created":"2022-11-14","cited_by_count":9,"area":null},{"id":"2303.13752","title":"Leveraging Old Knowledge to Continually Learn New Classes in Medical Images","created":"2023-03-24","cited_by_count":9,"area":null},{"id":"2110.12667","title":"Mixture-of-Variational-Experts for Continual Learning","created":"2021-10-25","cited_by_count":8,"area":null},{"id":"2111.11208","title":"Self-Supervised Class Incremental Learning","created":"2021-11-18","cited_by_count":8,"area":null},{"id":"2204.05624","title":"Continual Predictive Learning from Videos","created":"2022-04-12","cited_by_count":8,"area":"wm"},{"id":"2210.03869","title":"TAME: Task Agnostic Continual Learning using Multiple Experts","created":"2022-10-08","cited_by_count":8,"area":null},{"id":"2306.07285","title":"TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills","created":"2023-05-23","cited_by_count":8,"area":"mechinterp"},{"id":"2310.01636","title":"Adaptive Visual Scene Understanding: Incremental Scene Graph Generation","created":"2023-10-02","cited_by_count":8,"area":null},{"id":"2404.19132","title":"Integrating Present and Past in Unsupervised Continual Learning","created":"2024-04-29","cited_by_count":8,"area":null},{"id":"2410.09218","title":"Continual Learning with Neuromorphic Computing: Foundations, Methods, and Emerging Applications","created":"2024-10-11","cited_by_count":8,"area":null},{"id":"2108.02786","title":"Quantum Continual Learning Overcoming Catastrophic Forgetting","created":"2021-08-05","cited_by_count":7,"area":null},{"id":"2108.12278","title":"Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process","created":"2021-08-25","cited_by_count":7,"area":null},{"id":"2203.05692","title":"Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks","created":"2022-03-11","cited_by_count":7,"area":null},{"id":"2212.04316","title":"Bio-Inspired, Task-Free Continual Learning through Activity Regularization","created":"2022-12-08","cited_by_count":7,"area":null},{"id":"2503.04256","title":"Knowledge Retention for Continual Model-Based Reinforcement Learning","created":"2025-03-06","cited_by_count":7,"area":"wm"},{"id":"2107.04708","title":"Lifelong Twin Generative Adversarial Networks","created":"2021-07-09","cited_by_count":6,"area":null},{"id":"2202.03242","title":"Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery","created":"2022-02-07","cited_by_count":6,"area":null},{"id":"2208.03206","title":"Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts","created":"2022-08-05","cited_by_count":6,"area":null},{"id":"2303.07477","title":"Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing","created":"2023-03-13","cited_by_count":6,"area":null},{"id":"2501.12254","title":"Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos","created":"2025-01-21","cited_by_count":6,"area":null},{"id":"2105.05155","title":"TAG: Task-based Accumulated Gradients for Lifelong learning","created":"2021-05-11","cited_by_count":5,"area":null},{"id":"2106.12196","title":"Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning","created":"2021-06-23","cited_by_count":5,"area":null},{"id":"2207.03932","title":"Memory-free Online Change-point Detection: A Novel Neural Network Approach","created":"2022-07-08","cited_by_count":5,"area":null},{"id":"2305.19076","title":"Approximate Bayesian Class-Conditional Models under Continuous Representation Shift","created":"2023-05-30","cited_by_count":5,"area":null},{"id":"2505.20970","title":"Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective","created":"2025-05-27","cited_by_count":5,"area":null},{"id":"2109.05675","title":"Online Unsupervised Learning of Visual Representations and Categories","created":"2021-09-13","cited_by_count":4,"area":null},{"id":"2112.08370","title":"Lifelong Generative Modelling Using Dynamic Expansion Graph Model","created":"2021-12-15","cited_by_count":4,"area":null},{"id":"2205.11713","title":"Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations","created":"2022-05-24","cited_by_count":4,"area":null},{"id":"2206.05625","title":"Exploring the Intersection between Neural Architecture Search and Continual Learning","created":"2022-06-11","cited_by_count":4,"area":null},{"id":"2207.05615","title":"Contrastive Learning for Online Semi-Supervised General Continual Learning","created":"2022-07-12","cited_by_count":4,"area":null},{"id":"2302.07958","title":"Meta-Reinforcement Learning via Exploratory Task Clustering","created":"2023-02-15","cited_by_count":4,"area":null},{"id":"2403.11373","title":"Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration","created":"2024-03-17","cited_by_count":4,"area":"mllm"},{"id":"2403.18266","title":"Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning","created":"2024-03-27","cited_by_count":4,"area":null},{"id":"2411.17475","title":"COBRA: A Continual Learning Approach to Vision-Brain Understanding","created":"2024-11-25","cited_by_count":4,"area":null},{"id":"2506.13187","title":"Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence","created":"2025-06-16","cited_by_count":4,"area":null},{"id":"2104.03309","title":"Streaming Self-Training via Domain-Agnostic Unlabeled Images","created":"2021-04-07","cited_by_count":3,"area":null},{"id":"2104.04450","title":"Unsupervised Class-Incremental Learning Through Confusion","created":"2021-04-09","cited_by_count":3,"area":null},{"id":"2202.05694","title":"Continual Learning with Invertible Generative Models","created":"2022-02-11","cited_by_count":3,"area":null}],"next_cursor":"100"}