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Asset Management

Asset management in ML is a discipline that offers engineers the necessary management support for processes and operations on different types of ML assets.

Papers

Showing 125 of 87 papers

TitleStatusHype
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing0
Deep Learning Framework for Infrastructure Maintenance: Crack Detection and High-Resolution Imaging of Infrastructure Surfaces0
Climate Physical Risk Assessment in Asset Management0
From Deep Learning to LLMs: A survey of AI in Quantitative Investment0
Degradation-Aware Microgrid Optimal Planning: Integrating Dynamic Energy Efficiencies and Second-Life Battery Potential0
The Role of Deep Learning in Financial Asset Management: A Systematic Review0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection0
SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning0
Proc-GS: Procedural Building Generation for City Assembly with 3D Gaussians0
Benchmarking pre-trained text embedding models in aligning built asset informationCode0
Predictive Digital Twin for Condition Monitoring Using Thermal Imaging0
Rebalancing-versus-Rebalancing: Improving the fidelity of Loss-versus-Rebalancing0
FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question AnsweringCode0
MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities0
Cost-informed dimensionality reduction for structural digital twin technologies0
Supervised Learning based Method for Condition Monitoring of Overhead Line Insulators using Leakage Current Measurement0
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM0
Monte Carlo Planning for Stochastic Control on Constrained Markov Decision Processes0
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency ModelsCode1
Automated Pavement Cracks Detection and Classification Using Deep Learning0
Application of Deep Learning for Factor Timing in Asset Management0
Asset management, condition monitoring and Digital Twins: damage detection and virtual inspection on a reinforced concrete bridge0
Asset management with an ESG mandate0
Optimizing Portfolio Management and Risk Assessment in Digital Assets Using Deep Learning for Predictive Analysis0
An Empirical Study of Challenges in Machine Learning Asset ManagementCode0
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