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q-bio.QM2024
bia-binder: A web-native cloud compute service for the bioimage analysis community
Craig T. Russell, Jean-Marie Burel, Awais Athar +6
We introduce bia-binder (BioImage Archive Binder), an open-source, cloud-architectured, and web-based coding environment tailored to bioimage analysis that is freely accessible to…
cs.LG2024
Towards noise contrastive estimation with soft targets for conditional models
Johannes Hugger, Virginie Uhlmann
Soft targets combined with the cross-entropy loss have shown to improve generalization performance of deep neural networks on supervised classification tasks. The standard cross-en…