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Mutual Information Analysis in Multimodal Learning Systems
Taking advantage of the recent progress in entropy modeling and estimation, we develop a system called InfoMeter to estimate MI between modalities in a multimodal learning system.
Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence
Collaborative intelligence (CI) involves dividing an artificial intelligence (AI) model into two parts: front-end, to be deployed on an edge device, and back-end, to be deployed in the cloud.
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