6 days ago · Che, Wang, Lin, and Ni (2022) used VAE for data augmentation of samples and metric-based meta-learning approach for fault diagnosis. Ge, Song, Li, and Zhang ( ...

18 hours ago · The proposed MLP-CMLL approach, rooted in the principles of contrastive metric learn- ing, aims to differentiate between similar and dissimilar fea- tures ...

2 days ago · A successful approach focuses on the scaling limit of large neural networks whose parameters are randomly sampled. Besides the introduction of several ...

3 days ago · The randomized controlled trial (RCT) is the gold-standard approach for characterizing treatment effects of new medical interventions (e.g., drugs) and is ...

6 days ago · The second is a new training technique for Gaussian Process latent variable models. ... That's at least the case, when you approach the problem from a ...

6 days ago · A multi-task approach was proposed to estimate 2D/3D pose, pixel segmentation, and volumetric shape, utilizing real volumetric data generated by SMPL, but ...

3 days ago · This approach enhances the model's ability to efficiently process high-dimensional event-driven tactile information. We introduce an approximate LIF neuron ...

3 days ago · In this work, we propose a novel approach to address the calculation of the volumetric flexibility index using deep neural networks. Researchers in control ...

7 days ago · In the theoretical analysis we focus on the variational approach with spectral features as inducing variables. We derive guarantees and limitations for the ...