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SoftMax Inc i-softmax loss function
I Softmax Loss Function, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/i-softmax+loss+function/i+softmax+loss+function/pmc12196712-291-14-14
Average 90 stars, based on 1 article reviews
i-softmax loss function - by Bioz Stars, 2026-10
90/100 stars

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Multiple Displacement Amplification:

Article Title: A Bearing Fault Diagnosis Method Based on Dual-Stream Hybrid-Domain Adaptation.
Article Snippet: Hyperparameter settings for specific model components are as follows: the margin parameters for the I-Softmax loss function were m = 3.0 and n = 0.1; the Gaussian mixture model (GMM) used for soft pseudo-label generation contained two components and was set to update once per training epoch.

Article Title: A Bearing Fault Diagnosis Method Based on Dual-Stream Hybrid-Domain Adaptation.
Article Snippet: These loss functions typically modify the logits before the Softmax calculation.

Article Title: A Bearing Fault Diagnosis Method Based on Dual-Stream Hybrid-Domain Adaptation.
Article Snippet: Using the I-Softmax loss function (as part of the full model, Exp.

Article Title: A Bearing Fault Diagnosis Method Based on Dual-Stream Hybrid-Domain Adaptation
Article Snippet: Ablation study: Systematically evaluate the contribution of key components in DS-HDA Net (such as multi-scale domain adaptation MDA, class-conditional domain adaptation CDA, GMM-based soft pseudo-label strategy, dual-stream feature fusion mechanism, I-Softmax loss function) to the overall performance by removing or replacing them.

Article Title: A Bearing Fault Diagnosis Method Based on Dual-Stream Hybrid-Domain Adaptation
Article Snippet: Hyperparameter settings for specific model components are as follows: the margin parameters for the I-Softmax loss function were m = 3.0 and n = 0.1 ; the Gaussian mixture model (GMM) used for soft pseudo-label generation contained two components and was set to update once per training epoch.



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90
SoftMax Inc i-softmax loss function
I Softmax Loss Function, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/i-softmax+loss+function/i+softmax+loss+function/pmc12196712-291-14-14
Average 90 stars, based on 1 article reviews
i-softmax loss function - by Bioz Stars, 2026-10
90/100 stars
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