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06/22/2023
AugDMC: Data Augmentation Guided Deep Multiple Clustering
Clustering aims to group similar objects together while separating dissi...
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04/25/2023
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients
Sepsis is a syndrome that develops in response to the presence of infect...
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04/13/2023
Multi-Subset Approach to Early Sepsis Prediction
Sepsis is a life-threatening organ malfunction caused by the host's inab...
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04/04/2023
Improved Visual Fine-tuning with Natural Language Supervision
Fine-tuning a pre-trained model can leverage the semantic information fr...
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03/09/2023
Enhancing Peak Network Traffic Prediction via Time-Series Decomposition
For network administration and maintenance, it is critical to anticipate...
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09/30/2020
Efficient Kernel Transfer in Knowledge Distillation
Knowledge distillation is an effective way for model compression in deep...
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11/11/2019
Hierarchically Robust Representation Learning
With the tremendous success of deep learning in visual tasks, the repres...
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09/11/2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling
Distance metric learning (DML) is to learn the embeddings where examples...
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02/17/2018