Showing 1–20 of 57 results
/ Date/ Name
May 8, 2022A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research ChallengesJan 21, 2019Hybrid coarse-fine classification for head pose estimationJul 9, 2021ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-TrainingSep 29, 2024A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future TrendsJul 24, 2024EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis EnvironmentsDec 3, 2022Contrastive Domain Adaptation for Time-Series via Temporal MixupMar 18, 2023Augmenting and Aligning Snippets for Few-Shot Video Domain AdaptationDec 16, 2016Deep Learning and Its Applications to Machine Health Monitoring: A SurveyApr 15, 2025Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided NormalizationMay 7, 2024Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life PredictionApr 3, 2024Improve Knowledge Distillation via Label Revision and Data SelectionDec 2, 2025Target-specific Adaptation and Consistent Degradation Alignment for Cross-Domain Remaining Useful Life PredictionMar 24, 2026MsFormer: Enabling Robust Predictive Maintenance Services for Industrial DevicesFeb 27, 2023Learning Large Neighborhood Search for Vehicle Routing in Airport Ground HandlingSep 11, 2023Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series DataAug 13, 2022Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series ClassificationApr 10, 2023ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual LearningMay 9, 2024From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural NetworksMay 25, 2024Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault DiagnosisJan 1, 2025Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation