15,435 technical terms and definitions
catastrophic forgetting, elastic weight consolidation ewc, experience replay continual, lifelong learning neural networks
Continual/Incremental Learning is the ability of a neural network to sequentially learn new tasks or data distributions without forgetting previously acquired knowledge…
edge ai
Continual Learning on Edge is the deployment of continual/incremental learning algorithms on edge devices — enabling models to learn new tasks or adapt to distribution drift…
Continual Learning and Streaming Matrix Factorization Introduction & Motivation Continual Learning and Streaming Matrix Factorization addresses a central problem in recsys systems…
continual learning and catastrophic forgetting, continual learning catastrophic, learning catastrophic forgetting, continual learning, learning catastrophic, catastrophic forgetting
Continual Learning and Catastrophic Forgetting Introduction & Motivation Continual Learning and Catastrophic Forgetting addresses a central problem in ml-training process control…
Continual Learning with Transfer Introduction & Motivation Continual Learning with Transfer addresses a central problem in transfer learning and {target} adaptation: how to Apply…
Incremental Linear Discriminant Analysis ILDA for Streams Introduction & Motivation Incremental Linear Discriminant Analysis ILDA for Streams addresses a central problem…
Continual Wayside Acoustic Detection of Wheel Flats Introduction & Motivation Continual Wayside Acoustic Detection of Wheel Flats addresses a central problem in continual…
Lifelong AIS Vessel Trajectory Forecasting in Dense Straits Introduction & Motivation Lifelong AIS Vessel Trajectory Forecasting in Dense Straits addresses a central problem…
Meta-Experience Replay MER for Lifelong Generalization Introduction & Motivation Meta-Experience Replay MER for Lifelong Generalization addresses a central problem in continual…
Continual Meta-Learning for Non-Stationary Task Streams Introduction & Motivation Continual Meta-Learning for Non-Stationary Task Streams addresses a central problem in transfer…
Continual Deep Metric Learning with Margin Preserving Loss Introduction & Motivation Continual Deep Metric Learning with Margin Preserving Loss addresses a central problem…
Lifelong Multi-Agent Policy Alignment in Dynamic Swarms Introduction & Motivation Lifelong Multi-Agent Policy Alignment in Dynamic Swarms addresses a central problem in continual…
Continual Multimodal Instruction Tuning with Modality Replay Introduction & Motivation Continual Multimodal Instruction Tuning with Modality Replay addresses a central problem…
Lifelong Neural Architecture Search with Modular Blocks Introduction & Motivation Lifelong Neural Architecture Search with Modular Blocks addresses a central problem in continual…
Incremental Object Detection via Feature Distillation and NMS Introduction & Motivation Incremental Object Detection via Feature Distillation and NMS addresses a central problem…
Lifelong Nonlinear Impairment Modeling in Optical Fiber Introduction & Motivation Lifelong Nonlinear Impairment Modeling in Optical Fiber addresses a central problem in continual…
Continual Learning for Semiconductor Surface Defect QC Introduction & Motivation Continual Learning for Semiconductor Surface Defect QC addresses a central problem in continual…
Lifelong Cross-Directional Moisture Profiling in Paper Mills Introduction & Motivation Lifelong Cross-Directional Moisture Profiling in Paper Mills addresses a central problem…
Adaptive FBRM Chord Length Distribution in Batch Reactors Introduction & Motivation Adaptive FBRM Chord Length Distribution in Batch Reactors addresses a central problem…
domain adaptive pretraining, DAPT, continued training, LLM domain adaptation
Continual Pretraining (Domain-Adaptive Pretraining) is the technique of further training a general-purpose pretrained language model on a large corpus of domain-specific text…
CLEAR Continual Learning for Deep Reinforcement Learning Introduction & Motivation CLEAR Continual Learning for Deep Reinforcement Learning addresses a central problem…
Policy Distillation Pipelines for Lifelong Game Playing Introduction & Motivation Policy Distillation Pipelines for Lifelong Game Playing addresses a central problem in continual…
Elastic Policy Consolidation for Lifelong RL Control Introduction & Motivation Elastic Policy Consolidation for Lifelong RL Control addresses a central problem in continual…
Continual Grasp Synthesis for Evolving Object Shapes Introduction & Motivation Continual Grasp Synthesis for Evolving Object Shapes addresses a central problem in continual…
Continual Earth Observation for Multi-Season Crop Mapping Introduction & Motivation Continual Earth Observation for Multi-Season Crop Mapping addresses a central problem…
Lifelong Ephemeris Correction for Mega-Constellations Introduction & Motivation Lifelong Ephemeris Correction for Mega-Constellations addresses a central problem in continual…
Continual Semantic Segmentation with Background Remapping Introduction & Motivation Continual Semantic Segmentation with Background Remapping addresses a central problem…
Lifelong Non-Intrusive Appliance Load Monitoring NILM Introduction & Motivation Lifelong Non-Intrusive Appliance Load Monitoring NILM addresses a central problem in continual…
Lifelong IGBT Junction Temperature and SOH Estimator Introduction & Motivation Lifelong IGBT Junction Temperature and SOH Estimator addresses a central problem in continual…
Lifelong Hall-Effect Thruster Degradation Tracking Introduction & Motivation Lifelong Hall-Effect Thruster Degradation Tracking addresses a central problem in continual…
Incremental Spatial-Temporal Graph Neural Networks Introduction & Motivation Incremental Spatial-Temporal Graph Neural Networks addresses a central problem in continual…
Continual Speech Recognition for Evolving Accents and Vocab Introduction & Motivation Continual Speech Recognition for Evolving Accents and Vocab addresses a central problem…
Continual Ultrasonic Wall Thickness Monitoring in Flowlines Introduction & Motivation Continual Ultrasonic Wall Thickness Monitoring in Flowlines addresses a central problem…
Lifelong 4D Seismic Inversion for Carbon Sequestration Introduction & Motivation Lifelong 4D Seismic Inversion for Carbon Sequestration addresses a central problem in continual…
Continual Bearing Degradation AI in Heavy-Transit Escalators Introduction & Motivation Continual Bearing Degradation AI in Heavy-Transit Escalators addresses a central problem…
Incremental Cox Proportional Hazards Model for Clinical Data Introduction & Motivation Incremental Cox Proportional Hazards Model for Clinical Data addresses a central problem…
Adaptive Random Forests for Non-Stationary Streaming Data Introduction & Motivation Adaptive Random Forests for Non-Stationary Streaming Data addresses a central problem…
Continual Test-Time Adaptation CTTA under Shifting Domains Introduction & Motivation Continual Test-Time Adaptation CTTA under Shifting Domains addresses a central problem…
Continual Time Series Forecasting via Regime-Aware Replay Introduction & Motivation Continual Time Series Forecasting via Regime-Aware Replay addresses a central problem…
Lifelong In-Tire Piezoelectric Energy and Friction AI Introduction & Motivation Lifelong In-Tire Piezoelectric Energy and Friction AI addresses a central problem in continual…
Lifelong Deep RL for Urban Corridor Congestion Introduction & Motivation Lifelong Deep RL for Urban Corridor Congestion addresses a central problem in continual…
Continual LoRA Modular Parameter-Efficient Tuning for LLMs Introduction & Motivation Continual LoRA Modular Parameter-Efficient Tuning for LLMs addresses a central problem…
Real-Time Geological Adaptive TBM Cutterhead Control Introduction & Motivation Real-Time Geological Adaptive TBM Cutterhead Control addresses a central problem in continual…
Lifelong Self-Supervised Learning via Momentum Replay Introduction & Motivation Lifelong Self-Supervised Learning via Momentum Replay addresses a central problem in continual…
Adaptive Aeration Control for Biological Nutrient Removal Introduction & Motivation Adaptive Aeration Control for Biological Nutrient Removal addresses a central problem…
Continual Radiographic Flaw Detection in Pipeline Welds Introduction & Motivation Continual Radiographic Flaw Detection in Pipeline Welds addresses a central problem in continual…
Continual Remaining Useful Life Estimation for Wind Turbines Introduction & Motivation Continual Remaining Useful Life Estimation for Wind Turbines addresses a central problem…
Continual Zero-Shot Learning with Semantic Space Anchoring Introduction & Motivation Continual Zero-Shot Learning with Semantic Space Anchoring addresses a central problem…
yield enhancement
Continuity Chain is a daisy-chain test structure verifying end-to-end electrical connection through repeated interfaces - It is commonly used for bump, bond, or interconnect…
Streaming Active Learning with Sliding Concept Windows Introduction & Motivation Streaming Active Learning with Sliding Concept Windows addresses a central problem in {subject}…