ML Anthology

Nielsen, Mads

15 publications

ICCV 2025 To Label or Not to Label: PALM - A Predictive Model for Evaluating Sample Efficiency in Active Learning Models Julia Machnio, Mads Nielsen, Mostafa Mehdipour Ghazi
MLHC 2024 CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT Mikkel Fruelund Odgaard, Kiril Vadimovic Klein, Martin Sillesen, Sanne Møller Thysen, Espen Jimenez-Solem, Mads Nielsen
CVPRW 2024 HyperLeaf2024 - A Hyperspectral Imaging Dataset for Classification and Regression of Wheat Leaves William Michael Laprade, Pawel Tomasz Pieta, Svetlana Kutuzova, Jesper Cairo Westergaard, Mads Nielsen, Svend Christensen, Anders Bjorholm Dahl
ICLR 2022 Information Bottleneck: Exact Analysis of (Quantized) Neural Networks Stephan Sloth Lorenzen, Christian Igel, Mads Nielsen
ICMLW 2020 Lung Segmentation from Chest X-Rays Using Variational Data Imputation Raghavendra Selvan, Erik Dam, Nicki Skafte Detlefsen, Sofus Rischel, Kaining Sheng, Mads Nielsen, Akshay Pai
ICCV 2011 Means in Spaces of Tree-like Shapes Aasa Feragen, Søren Hauberg, Mads Nielsen, François Lauze
ECCV 2010 A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications Kersten Petersen, Mads Nielsen, Sami S. Brandt
ECCV 2010 Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations Stefan Sommer, François Lauze, Søren Hauberg, Mads Nielsen
CVPRW 2009 Bicycle Chain Shape Models Stefan Sommer, Aditya Tatu, Chen Chen, D. R. Jurgensen, Marleen de Bruijne, Marco Loog, Mads Nielsen, François Lauze
CVPRW 2009 Dense Iterative Contextual Pixel Classification Using Kriging Melanie Ganz, Marco Loog, Sami S. Brandt, Mads Nielsen
ECCV 2004 A PDE Solution of Brownian Warping Mads Nielsen, Peter Johansen
ECCV 2004 From a 2D Shape to a String Structure Using the Symmetry Set Arjan Kuijper, Ole Fogh Olsen, Peter J. Giblin, Philip Bille, Mads Nielsen
ECCV 1998 The Structure of the Optic Flow Field Mads Nielsen, Ole Fogh Olsen
ECCV 1996 Regularization, Scale-Space, and Edge Detection Filters Mads Nielsen, Luc Florack, Rachid Deriche
ICCV 1995 Surface Reconstruction: GNCs and MFA Mads Nielsen