GRASP: A Rehearsal Policy for Efficient Online Continual Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal Nov 27, 2019 Atari Games Continual Learning
— Unverified 0 Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks May 16, 2021 Continual Learning
— Unverified 0 Growing Representation Learning Oct 17, 2021 Continual Learning Neural Architecture Search
— Unverified 0 A Benchmark Grocery Dataset of Realworld Point Clouds From Single View Feb 12, 2024 3D Point Cloud Classification Continual Learning
— Unverified 0 GROWN: GRow Only When Necessary for Continual Learning Oct 3, 2021 Continual Learning Transfer Learning
— Unverified 0 CONCLAD: COntinuous Novel CLAss Detector Dec 13, 2024 Continual Learning Novelty Detection
— Unverified 0 Steady State Analysis of Episodic Reinforcement Learning Nov 12, 2020 Continual Learning reinforcement-learning
— Unverified 0 Hadamard Domain Training with Integers for Class Incremental Quantized Learning Oct 5, 2023 Activity Recognition class-incremental learning
— Unverified 0 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor Jan 1, 2025 Continual Learning Federated Learning
— Unverified 0 Concept Representation Learning with Contrastive Self-Supervised Learning Dec 10, 2021 class-incremental learning Class Incremental Learning
— Unverified 0 A Definition of Continual Reinforcement Learning Jul 20, 2023 Continual Learning reinforcement-learning
— Unverified 0 StackNet: Stacking Parameters for Continual learning Sep 7, 2018 Continual Learning
— Unverified 0 HC-Net: Memory-based Incremental Dual-Network System for Continual learning Sep 27, 2018 Continual Learning Hippocampus
— Unverified 0 Concept-Oriented Deep Learning Jun 5, 2018 Continual Learning Deep Learning
— Unverified 0 Hebbian Continual Representation Learning Jun 28, 2022 BIG-bench Machine Learning class-incremental learning
— Unverified 0 Concept Matching: Clustering-based Federated Continual Learning Nov 12, 2023 Clustering Continual Learning
— Unverified 0 Step-size Optimization for Continual Learning Jan 30, 2024 Continual Learning
— Unverified 0 Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks Mar 27, 2025 Computational Efficiency Continual Learning
— Unverified 0 Heterogeneous Continual Learning Jun 14, 2023 Continual Learning Knowledge Distillation
— Unverified 0 HFT: Half Fine-Tuning for Large Language Models Apr 29, 2024 Continual Learning
— Unverified 0 Concept Drift Detection from Multi-Class Imbalanced Data Streams Apr 20, 2021 Continual Learning Drift Detection
— Unverified 0 Concept drift detection and adaptation for federated and continual learning May 27, 2021 Continual Learning Drift Detection
— Unverified 0 Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network Feb 6, 2023 Continual Learning
— Unverified 0 Hierarchically Gated Experts for Efficient Online Continual Learning Dec 22, 2024 Continual Learning
— Unverified 0 Storing Encoded Episodes as Concepts for Continual Learning Jun 26, 2020 Continual Learning Style Transfer
— Unverified 0 What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience Jun 13, 2022 Continual Learning Decision Making
— Unverified 0 Hierarchical Memory Pool Based Edge Semi-Supervised Continual Learning Method Jan 17, 2023 Continual Learning
— Unverified 0 Hierarchical Prompts for Rehearsal-free Continual Learning Jan 21, 2024 Continual Learning
— Unverified 0 Hierarchical Prototype Network for Continual Graph Representation Learning May 21, 2021 Attribute Continual Learning
— Unverified 0 Hierarchical Prototype Networks for Continual Graph Representation Learning Nov 30, 2021 Attribute Continual Learning
— Unverified 0 Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning Dec 19, 2024 Continual Learning MuJoCo
— Unverified 0 Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning Jun 5, 2025 Continual Learning
— Unverified 0 Highway-Connection Classifier Networks for Plastic yet Stable Continual Learning Jan 1, 2021 Continual Learning
— Unverified 0 HIPPOCAMPAL NEURONAL REPRESENTATIONS IN CONTINUAL LEARNING Sep 25, 2019 Continual Learning Deep Reinforcement Learning
— Unverified 0 HOP to the Next Tasks and Domains for Continual Learning in NLP Feb 28, 2024 Continual Learning
— Unverified 0 Streaming Graph Neural Networks via Continual Learning Sep 23, 2020 Continual Learning Node Classification
— Unverified 0 How catastrophic can catastrophic forgetting be in linear regression? May 19, 2022 Continual Learning regression
— Unverified 0 How Does Adversarial Fine-Tuning Benefit BERT? Aug 31, 2021 Continual Learning Dependency Parsing
— Unverified 0 Streaming LifeLong Learning With Any-Time Inference Jan 27, 2023 AI Agent Continual Learning
— Unverified 0 How Efficient Are Today's Continual Learning Algorithms? Mar 29, 2023 Continual Learning
— Unverified 0 How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models Sep 27, 2024 Continual Learning Incremental Learning
— Unverified 0 How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning Dec 10, 2019 Continual Learning Dialogue Evaluation
— Unverified 0 How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Jul 10, 2024 Continual Learning
— Unverified 0 How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition Jul 15, 2022 Continual Learning Lifelong learning
— Unverified 0 CoMPS: Continual Meta Policy Search Dec 8, 2021 Continual Learning continuous-control
— Unverified 0 Human Action Recognition and Assessment via Deep Neural Network Self-Organization Jan 4, 2020 Action Recognition Continual Learning
— Unverified 0 Unsupervised Continual Learning and Self-Taught Associative Memory Hierarchies Mar 24, 2019 Continual Learning Online Clustering
— Unverified 0 HyperHawkes: Hypernetwork based Neural Temporal Point Process Oct 1, 2022 Continual Learning Zero-Shot Learning
— Unverified 0 S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay Feb 25, 2019 Change Detection Continual Learning
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