Continual Learning with Hebbian Plasticity in Sparse and Predictive Coding Networks: A Survey and Perspective Jul 24, 2024 Continual Learning Survey
— Unverified 0Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Sep 12, 2024 3D Object Classification Clustering
— Unverified 0BIRD: Behavior Induction via Representation-structure Distillation May 29, 2025 Continual Learning Fairness
— Unverified 0From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web Nov 19, 2023 Continual Learning image-classification
— Unverified 0Generative Continual Concept Learning Jun 10, 2019 Continual Learning
— Unverified 0GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning May 13, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Continual Learning Improves Zero-Shot Action Recognition Oct 14, 2024 Action Recognition Continual Learning
— Unverified 0Unsupervised Continual Learning Via Pseudo Labels Apr 14, 2021 Clustering Continual Learning
— Unverified 0Biologically-Inspired Spatial Neural Networks Oct 7, 2019 Continual Learning
— Unverified 0Continual Learning from the Perspective of Compression Jun 26, 2020 Continual Learning
— Unverified 0Continual Learning from Synthetic Data for a Humanoid Exercise Robot Feb 19, 2021 Continual Learning
— Unverified 0Biologically-Inspired Continual Learning of Human Motion Sequences Nov 2, 2022 Continual Learning Temporal Sequences
— Unverified 0Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model Mar 17, 2025 Continual Learning Language Modeling
— Unverified 0Continual Learning From a Stream of APIs Aug 31, 2023 Continual Learning
— Unverified 0Bio-Inspired, Task-Free Continual Learning through Activity Regularization Dec 8, 2022 Continual Learning Split-MNIST
— Unverified 0AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting May 17, 2025 class-incremental learning Class Incremental Learning
— Unverified 0ACIL: Active Class Incremental Learning for Image Classification Dec 31, 2024 Active Learning Classification
— Unverified 0Formalizing the Generalization-Forgetting Trade-off in Continual Learning Sep 28, 2021 Continual Learning
— Unverified 0Continual Learning for Tumor Classification in Histopathology Images Aug 7, 2022 Classification Continual Learning
— Unverified 0BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning Jan 1, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified 0Continual Learning for Temporal-Sensitive Question Answering Jul 17, 2024 Continual Learning Contrastive Learning
— Unverified 0Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust? Sep 18, 2023 AI Agent Autonomous Vehicles
— Unverified 0Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning Jan 18, 2023 Continual Learning Knowledge Distillation
— Unverified 0Bilevel Continual Learning Nov 2, 2020 Bilevel Optimization Continual Learning
— Unverified 0Continual Learning for Steganalysis Sep 3, 2022 Continual Learning Steganalysis
— Unverified 0Analysis of Overparameterization in Continual Learning under a Linear Model Feb 11, 2025 Continual Learning regression
— Unverified 0Continual Learning for Smart City: A Survey Apr 1, 2024 Continual Learning Federated Learning
— Unverified 0Continual Learning for Seq2Seq Generations with Transformer Calibration Jan 16, 2022 Continual Learning Lifelong learning
— Unverified 0A Conformal Predictive Measure for Assessing Catastrophic Forgetting May 15, 2025 Conformal Prediction Continual Learning
— Unverified 0Forgetting Order of Continual Learning: Examples That are Learned First are Forgotten Last Jun 14, 2024 Continual Learning image-classification
— Unverified 0Forward-Backward Knowledge Distillation for Continual Clustering May 29, 2024 Clustering Continual Learning
— Unverified 0Bilateral Memory Consolidation for Continual Learning Jan 1, 2023 Continual Learning Knowledge Distillation
— Unverified 0Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime Jun 1, 2022 Continual Learning image-classification
— Unverified 0Continual Learning for Robust Gate Detection under Dynamic Lighting in Autonomous Drone Racing May 2, 2024 Continual Learning
— Unverified 0Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges Jun 29, 2019 BIG-bench Machine Learning Continual Learning
— Unverified 0Bi-directional Digital Twin and Edge Computing in the Metaverse Nov 16, 2022 Continual Learning Edge-computing
— Unverified 0Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Mar 12, 2021 Continual Learning
— Unverified 0A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring Aug 8, 2022 Classification class-incremental learning
— Unverified 0Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks May 26, 2021 Continual Learning
— Unverified 0Continual Learning for Predictive Maintenance: Overview and Challenges Jan 29, 2023 Continual Learning
— Unverified 0BgGPT 1.0: Extending English-centric LLMs to other languages Dec 14, 2024 Continual Learning
— Unverified 0Adaptive Hyperparameter Optimization for Continual Learning Scenarios Mar 9, 2024 Continual Learning Hyperparameter Optimization
— Unverified 0Forget but Recall: Incremental Latent Rectification in Continual Learning Jun 25, 2024 Continual Learning Incremental Learning
— Unverified 0Continual Learning for Pose-Agnostic Object Recognition in 3D Point Clouds Sep 11, 2022 Continual Learning Object Recognition
— Unverified 0Continual Learning for Personalized Co-speech Gesture Generation Jan 1, 2023 Continual Learning Gesture Generation
— Unverified 0Beyond Traditional Single Object Tracking: A Survey May 16, 2024 Continual Learning Domain Adaptation
— Unverified 0Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification Apr 26, 2022 Continual Learning Federated Learning
— Unverified 0Continual Learning with Node-Importance based Adaptive Group Sparse Regularization Mar 30, 2020 Continual Learning Reinforcement Learning
— Unverified 0Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Dec 5, 2021 Continual Learning Language Modeling
— Unverified 0Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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