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09/01/2023
Consistency of Lloyd's Algorithm Under Perturbations
In the context of unsupervised learning, Lloyd's algorithm is one of the...
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08/28/2023
Evaluating the Robustness to Instructions of Large Language Models
Recently, Instruction fine-tuning has risen to prominence as a potential...
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02/03/2023
Dependence of ocean surface filaments on wind speed: An observational study of North Atlantic right whale habitat
Coherent filaments at the ocean surface often appear to be transient wat...
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02/01/2023
ImageNomer: developing an fMRI and omics visualization tool to detect racial bias in functional connectivity
It can be difficult to identify trends and perform quality control in la...
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10/03/2022
Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength
Background and aim: Hip fracture can be devastating. The proximal femora...
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01/13/2022
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery
Many statistical machine approaches could ultimately highlight novel fea...
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03/27/2021
Frequency-specific segregation and integration of human cerebral cortex: an intrinsic functional atlas
The frequency-specific coupling mechanism of the functional human brain ...
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07/23/2020
PP-YOLO: An Effective and Efficient Implementation of Object Detector
Object detection is one of the most important areas in computer vision, ...
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06/09/2020
A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images
Purpose: Proximal femur image analyses based on quantitative computed to...
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04/29/2020
A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets
In recent years, a comprehensive study of multi-view datasets (e.g., mul...
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10/15/2018
Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance
This report demonstrates our solution for the Open Images 2018 Challenge...
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06/29/2018
A Low-Latency List Successive-Cancellation Decoding Implementation for Polar Codes
Due to their provably capacity-achieving performance, polar codes have a...
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05/08/2018