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TabLLM: Few-shot Classification of Tabular Data with Large Language Models


Oct 19, 2022
Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David Sontag

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Kernel-Based Generalized Median Computation for Consensus Learning


Sep 21, 2022
Andreas Nienkötter, Xiaoyi Jiang

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* Early Access by TPAMI 2022 (https://ieeexplore.ieee.org/document/9869722
* 17 pages, 5 figures, 7 tables 

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A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation


Jun 02, 2022
Dominik Drees, Florian Eilers, Ang Bian, Xiaoyi Jiang

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* Dominik Drees and Florian Eilers contributed equally to this work 

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A Streaming Volumetric Image Generation Framework for Development and Evaluation of Out-of-Core Methods


Dec 18, 2021
Dominik Drees, Xiaoyi Jiang

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Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Data


Mar 17, 2021
Dominik Drees, Xiaoyi Jiang

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Scalable Robust Graph and Feature Extraction for Arbitrary Vessel Networks in Large Volumetric Datasets


Feb 05, 2021
Dominik Drees, Aaron Scherzinger, René Hägerling, Friedemann Kiefer, Xiaoyi Jiang

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The PHOTON Wizard -- Towards Educational Machine Learning Code Generators


Feb 13, 2020
Ramona Leenings, Nils Ralf Winter, Kelvin Sarink, Jan Ernsting, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn

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PHOTON -- A Python API for Rapid Machine Learning Model Development


Feb 13, 2020
Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Jakob Steenweg, Julian Gebker, Kelvin Sarink, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn

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Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression


Dec 13, 2019
Claas Flint, Micah Cearns, Nils Opel, Ronny Redlich, David M. A. Mehler, Daniel Emden, Nils R. Winter, Ramona Leenings, Simon B. Eickhoff, Tilo Kircher, Axel Krug, Igor Nenadic, Volker Arolt, Scott Clark, Bernhard T. Baune, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn

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Biological sex classification with structural MRI data shows increased misclassification in transgender women


Nov 24, 2019
Claas Flint, Katharina Förster, Sophie A. Koser, Carsten Konrad, Pienie Zwitserlood, Klaus Berger, Marco Hermesdorf, Tilo Kircher, Igor Nenadic, Axel Krug, Bernhard T. Baune, Katharina Dohm, Ronny Redlich, Nils Opel, Tim Hahn, Xiaoyi Jiang, Udo Dannlowski, Dominik Grotegerd

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