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PDF (Korthals - 2019 - Jointly Trained Variational Autoencoder for Multi-Modal Sensor Fusion.pdf)

4.13 MBEN 8 pages
This work presents a novel multi-modal Variational Autoencoder (M2VAE) approach for sensor fusion, allowing end-to-end training of Bayesian information fusion...
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Loss as Model Inconsistency (richardson22b.pdf)

717 KBEN 30 pages
Richardson argues that loss function choice in probabilistic dependency graphs (PDGs) should align with the model, not personal preference. He shows that many standard loss functions and statistical divergences can be derived from PDG inconsistency, offering intuitive visual...
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Paper-2 (20th_Exam_P2_A.pdf)

415 KBAshok GuptaEN 13 pages
1. Arrange the following fuels in decreasing order of their GCV’s: a) s-q-r-p 2.
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