Learning to Balance with Incremental Learning Jan 1, 2021 Incremental Learning
— Unverified 0Learning to better see the unseen: Broad-Deep Mixed Anti-Forgetting Framework for Incremental Zero-Shot Fault Diagnosis Mar 18, 2024 Attribute Fault Diagnosis
— Unverified 0Learning to Learn: How to Continuously Teach Humans and Machines Nov 28, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Learning to Predict by the Methods of Temporal Differences Mar 9, 1988 Incremental Learning Prediction
— Unverified 0Continual Learning with Evolving Class Ontologies Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Learning without Memorizing Nov 20, 2018 Incremental Learning
— Unverified 0Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Oct 13, 2022 Autonomous Driving class-incremental learning
— Unverified 0Learn the new, keep the old: Extending pretrained models with new anatomy and images Jun 1, 2018 Anatomy Image Segmentation
— Unverified 0Learn to Bind and Grow Neural Structures Nov 21, 2020 Bayesian Optimization Continual Learning
— Unverified 0Level-Based Analysis of the Population-Based Incremental Learning Algorithm Jun 5, 2018 Incremental Learning
— Unverified 0Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion Feb 7, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Leveraging Semantics for Incremental Learning in Multi-Relational Embeddings May 29, 2019 Incremental Learning Knowledge Graphs
— Unverified 0Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks Mar 11, 2022 Activity Recognition class-incremental learning
— Unverified 0Lifelong Machine Learning Potentials Mar 10, 2023 Continual Learning Incremental Learning
— Unverified 0Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation May 4, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Lightweight machine unlearning in neural network Nov 10, 2021 Incremental Learning Machine Unlearning
— Unverified 0Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures Apr 8, 2024 Incremental Learning
— Unverified 0Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing May 20, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning Jan 1, 2021 class-incremental learning Class Incremental Learning
— Unverified 0Long-Tail Class Incremental Learning via Independent Sub-prototype Construction Jan 1, 2024 class-incremental learning Class Incremental Learning
— Unverified 0Looking Back on Learned Experiences For Class/task Incremental Learning Sep 29, 2021 Incremental Learning
— Unverified 0Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer May 13, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Low-Memory Implementations of Ridge Solutions for Broad Learning System with Incremental Learning May 21, 2021 Incremental Learning
— Unverified 0Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning Jan 1, 2025 Incremental Learning
— Unverified 0LVP-CLIP:Revisiting CLIP for Continual Learning with Label Vector Pool Dec 8, 2024 Continual Learning Incremental Learning
— Unverified 0M2Distill: Multi-Modal Distillation for Lifelong Imitation Learning Sep 30, 2024 Imitation Learning Incremental Learning
— Unverified 0M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning Apr 3, 2019 Incremental Learning Knowledge Distillation
— Unverified 0MAGNETO: Edge AI for Human Activity Recognition -- Privacy and Personalization Feb 11, 2024 Activity Recognition Human Activity Recognition
— Unverified 0Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning Dec 31, 2024 class-incremental learning Class Incremental Learning
— Unverified 0MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning Apr 8, 2023 class-incremental learning Class Incremental Learning
— Unverified 0Generative Feature-driven Image Replay for Continual Learning Jun 9, 2021 Class Incremental Learning Continual Learning
— Unverified 0MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning Feb 27, 2024 class-incremental learning Class Incremental Learning
— Unverified 0MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer Jan 1, 2023 image-classification Image Classification
— Unverified 0Mediated Experts for Deep Convolutional Networks Nov 19, 2015 Incremental Learning Mixture-of-Experts
— Unverified 0MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL Apr 18, 2025 class-incremental learning Class Incremental Learning
— Unverified 0MEIL-NeRF: Memory-Efficient Incremental Learning of Neural Radiance Fields Dec 16, 2022 Incremental Learning NeRF
— Unverified 0Memorizing Complementation Network for Few-Shot Class-Incremental Learning Aug 11, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning Jul 3, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Memory Efficient Class-Incremental Learning for Image Classification Aug 4, 2020 Classification class-incremental learning
— Unverified 0Memory-Efficient Incremental Learning Through Feature Adaptation Apr 1, 2020 Incremental Learning
— Unverified 0MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning Jan 1, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Minimizing Human Effort in Interactive Tracking by Incremental Learning of Model Parameters Dec 1, 2015 Incremental Learning
— Unverified 0MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field Sep 24, 2023 Incremental Learning NeRF
— Unverified 0Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation Nov 26, 2024 Autonomous Driving Continual Learning
— Unverified 0Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks Feb 27, 2025 Incremental Learning Privacy Preserving
— Unverified 0Model-Free Unsupervised Anomaly Detection Framework in Multivariate Time-Series of Industrial Dynamical Systems May 14, 2024 Anomaly Detection Incremental Learning
— Unverified 0Modeling morphology with Linear Discriminative Learning: considerations and design choices Jun 15, 2021 Incremental Learning
— Unverified 0Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified 0MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning Jul 11, 2023 Incremental Learning
— Unverified 0Moving Towards Open Set Incremental Learning: Readily Discovering New Authors Oct 28, 2019 Author Attribution Clustering
— Unverified 0