Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay May 7, 2025 Continual Learning
— Unverified 00 A Neural Network Model of Continual Learning with Cognitive Control Feb 9, 2022 Blocking Continual Learning
— Unverified 00 Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision Feb 20, 2024 Continual Learning
— Unverified 00 REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning Jun 7, 2024 Continual Learning image-classification
— Unverified 00 Towards Incremental Learning in Large Language Models: A Critical Review Apr 28, 2024 Continual Learning Incremental Learning
— Unverified 00 Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Dec 5, 2021 Continual Learning Language Modeling
— Unverified 00 Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning Oct 12, 2023 Continual Learning Meta-Learning
— Unverified 00 Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified 00 Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum Mar 22, 2022 Continual Learning
— Unverified 00 Weight Factorization and Centralization for Continual Learning in Speech Recognition Jun 19, 2025 Continual Learning speech-recognition
— Unverified 00 Resource-Constrained Federated Continual Learning: What Does Matter? Jan 15, 2025 Continual Learning GPU
— Unverified 00 Resource-Eficient Continual Learning for Sensor-Based Human Activity Recognition Apr 30, 2022 Activity Recognition Continual Learning
— Unverified 00 Restricted Orthogonal Gradient Projection for Continual Learning Jan 28, 2023 Continual Learning Transfer Learning
— Unverified 00 A Neural Network Model of Complementary Learning Systems: Pattern Separation and Completion for Continual Learning Jul 15, 2025 Continual Learning Split-MNIST
— Unverified 00 Rethinking Continual Learning for Autonomous Agents and Robots Jul 2, 2019 Continual Learning Transfer Learning
— Unverified 00 Rethinking Continual Learning with Progressive Neural Collapse May 30, 2025 Continual Learning
— Unverified 00 Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay Aug 27, 2023 Continual Learning Continual Semantic Segmentation
— Unverified 00 An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training Jun 29, 2023 Continual Learning Mixture-of-Experts
— Unverified 00 An Effective Dynamic Gradient Calibration Method for Continual Learning Jul 30, 2024 Continual Learning
— Unverified 00 Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling Jan 1, 2023 Continual Learning
— Unverified 00 Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach Mar 26, 2025 Continual Learning Mamba
— Unverified 00 Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification Jan 1, 2025 Continual Learning
— Unverified 00 Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning Aug 2, 2019 Continual Learning Friction
— Unverified 00 An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning Feb 22, 2025 ARC Continual Learning
— Unverified 00 Rethinking the Foundations for Continual Reinforcement Learning Apr 10, 2025 Continual Learning reinforcement-learning
— Unverified 00 An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints Jun 3, 2024 Continual Learning Natural Language Inference
— Unverified 00 Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes Dec 1, 2012 Continual Learning Variational Inference
— Unverified 00 Rethinking Video Anomaly Detection - A Continual Learning Approach Jan 1, 2022 Anomaly Detection Continual Learning
— Unverified 00 trust-Region Adaptive Frequency for Online Continual Learning Apr 18, 2023 Continual Learning
— Unverified 00 Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models May 23, 2025 Continual Learning Question Answering
— Unverified 00 Reviewing continual learning from the perspective of human-level intelligence Nov 23, 2021 Continual Learning
— Unverified 00 Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator Oct 17, 2022 Binary Classification Continual Learning
— Unverified 00 Revised Regularization for Efficient Continual Learning through Correlation-Based Parameter Update in Bayesian Neural Networks Nov 21, 2024 Continual Learning Transfer Learning
— Unverified 00 Revisiting a kNN-based Image Classification System with High-capacity Storage Apr 3, 2022 Classification Continual Learning
— Unverified 00 TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning Oct 21, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship Dec 31, 2021 Continual Learning Meta-Learning
— Unverified 00 Revisiting Gradient Episodic Memory for Continual Learning Sep 25, 2019 Continual Learning Transfer Learning
— Unverified 00 Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model Mar 17, 2025 Continual Learning Language Modeling
— Unverified 00 What Can AutoML Do For Continual Learning? Nov 20, 2023 AutoML Continual Learning
— Unverified 00 Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning Sep 26, 2023 Continual Learning Incremental Learning
— Unverified 00 Revisiting Static Feature-Based Android Malware Detection Sep 11, 2024 Android Malware Detection Computer Security
— Unverified 00 ACCTS: an Adaptive Model Training Policy for Continuous Classification of Time Series Sep 29, 2021 Continual Learning Time Series
— Unverified 00 Reviving Dormant Memories: Investigating Catastrophic Forgetting in Language Models through Rationale-Guidance Difficulty Nov 18, 2024 Continual Learning
— Unverified 00 UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Jul 4, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting May 17, 2025 class-incremental learning Class Incremental Learning
— Unverified 00 Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust? Sep 18, 2023 AI Agent Autonomous Vehicles
— Unverified 00 Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception Mar 18, 2025 Autonomous Driving class-incremental learning
— Unverified 00 Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network Feb 27, 2022 Continual Learning
— Unverified 00 XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge Jul 21, 2023 class-incremental learning Class Incremental Learning
— Unverified 00 Robust Internal Representations for Domain Generalization Sep 27, 2023 Continual Learning Domain Adaptation
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