Towards intelligent cooperative robotics in additive manufacturing: Past, present, and future
Additive manufacturing (AM) technologies have undergone significant advancements
through the integration of cooperative robotics additive manufacturing (C-RAAM) platforms …
through the integration of cooperative robotics additive manufacturing (C-RAAM) platforms …
Ddpm-moco: Advancing industrial surface defect generation and detection with generative and contrastive learning
Y He, X Wang, T Shi - International Joint Conference on Artificial …, 2024 - Springer
The task of industrial detection based on deep learning often involves solving two
problems:(1) obtaining sufficient and effective data samples,(2) and using efficient and …
problems:(1) obtaining sufficient and effective data samples,(2) and using efficient and …
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing
Federated Learning (FL) is essential for efficient data exchange in Internet of Things (IoT)
environments, as it trains Machine Learning (ML) models locally and shares only model …
environments, as it trains Machine Learning (ML) models locally and shares only model …
Privacy-Preserving In-Situ Monitoring in Additive Manufacturing Through Hyperdimensional Computing
Abstract Machine learning (ML) models are used for in-situ monitoring in additive
manufacturing (AM) for defect detection. However, sensitive information stored in ML …
manufacturing (AM) for defect detection. However, sensitive information stored in ML …
DDPM-MoCo: Advancing Industrial Surface
Y He, X Wang, T Shi - … : 4th International Workshop, DL-HAR 2024 …, 2024 - books.google.com
The task of industrial detection based on deep learning often involves solving two
problems:(1) obtaining sufficient and effective data samples,(2) and using efficient and …
problems:(1) obtaining sufficient and effective data samples,(2) and using efficient and …
High-speed Interpretable Representation Learning of Melt Pool Signatures in Metal Additive Manufacturing
M Vandecasteele, D Verhees, W Philips… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
Additive Manufacturing (AM), ie 3D printing, of metal parts is growing in popularity, but part
quality can still be a limiting factor to that growth. Camera-based monitoring systems …
quality can still be a limiting factor to that growth. Camera-based monitoring systems …