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08/28/2023
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection
Knowledge distillation (KD) has shown potential for learning compact mod...
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08/17/2023
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling
Precision medicine fundamentally aims to establish causality between dys...
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03/02/2023
Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions
Various attribution methods have been developed to explain deep neural n...
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07/20/2022
Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder
Defining and separating cancer subtypes is essential for facilitating pe...
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06/22/2022
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization
Cancer subtyping is crucial for understanding the nature of tumors and p...
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04/21/2022
Multi-Tier Platform for Cognizing Massive Electroencephalogram
An end-to-end platform assembling multiple tiers is built for precisely ...
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04/07/2022
Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network
Considering the natural frequency characteristics in sleep medicine, thi...
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04/02/2022