Publications by authors named "Max Welling"

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Unsupervised Representation Learning from Sparse Transformation Analysis.
Yue Song, T Anderson Keller, Yisong Yue, Pietro Perona, Max Welling

IEEE Trans Pattern Anal Mach Intell· December 2025

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Learned free-energy functionals from pair-correlation matching for dynamical density functional theory.
Karnik Ram, Jacobus Dijkman, René van Roij, Jan-Willem van de Meent, Bernd Ensing, Max Welling

Phys Rev E· October 2025

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A foundation model for the Earth system.
Cristian Bodnar, Wessel P Bruinsma, Ana Lucic, Megan Stanley, Anna Allen, Max Welling

Nature· May 2025

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Learning Neural Free-Energy Functionals with Pair-Correlation Matching.
Jacobus Dijkman, Marjolein Dijkstra, René van Roij, Max Welling, Jan-Willem van de Meent

Phys Rev Lett· February 2025

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Image segmentation with traveling waves in an exactly solvable recurrent neural network.
Luisa H B Liboni, Roberto C Budzinski, Alexandra N Busch, Sindy Löwe, Thomas A Keller, Max Welling

Proc Natl Acad Sci U S A· January 2025

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Structure-based drug design with equivariant diffusion models.
Arne Schneuing, Charles Harris, Yuanqi Du, Kieran Didi, Arian Jamasb, Max Welling

Nat Comput Sci· December 2024

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Publisher Correction: Scientific discovery in the age of artificial intelligence.
Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Max Welling

Nature· September 2023

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Scientific discovery in the age of artificial intelligence.
Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Max Welling

Nature· August 2023

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Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort.
Maarten C Ottenhoff, Lucas A Ramos, Wouter Potters, Marcus L F Janssen, Deborah Hubers, Max Welling

BMJ Open· July 2021

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[Clinical course of COVID-19 in the Netherlands: an overview of 2607 patients in hospital during the first wave].
Marcel J H Ariës, Joop P van den Bergh, Martijn Beudel, Wim Boersma, Tom Dormans, Max Welling

Ned Tijdschr Geneeskd· January 2021

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Graph refinement based airway extraction using mean-field networks and graph neural networks.
Raghavendra Selvan, Thomas Kipf, Max Welling, Antonio Garcia-Uceda Juarez, Jesper H Pedersen

Med Image Anal· August 2020

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Recurrent inference machines for reconstructing heterogeneous MRI data.
Kai Lønning, Patrick Putzky, Jan-Jakob Sonke, Liesbeth Reneman, Matthan W A Caan, Max Welling

Med Image Anal· April 2019

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3D scattering transforms for disease classification in neuroimaging.
Tameem Adel, Taco Cohen, Matthan Caan, Max Welling,

Neuroimage Clin· November 2017

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Sequential Tests for Large-Scale Learning.
Anoop Korattikara, Yutian Chen, Max Welling

Neural Comput· January 2016

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POPE: post optimization posterior evaluation of likelihood free models.
Edward Meeds, Michael Chiang, Mary Lee, Olivier Cinquin, John Lowengrub, Max Welling

BMC Bioinformatics· August 2015

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Control of Caenorhabditis elegans germ-line stem-cell cycling speed meets requirements of design to minimize mutation accumulation.
Michael Chiang, Amanda Cinquin, Adrian Paz, Edward Meeds, Christopher A Price, Max Welling

BMC Biol· July 2015

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Predicting Simulation Parameters of Biological Systems Using a Gaussian Process Model.
Xiangxin Zhu, Max Welling, Fang Jin, John Lowengrub

Stat Anal Data Min· December 2012

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Unsupervised organization of image collections: taxonomies and beyond.
Evgeniy Bart, Max Welling, Pietro Perona

IEEE Trans Pattern Anal Mach Intell· November 2011

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Bayesian k-Means as a "maximization-expectation" algorithm.
Kenichi Kurihara, Max Welling

Neural Comput· April 2009

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Unsupervised discovery of nonlinear structure using contrastive backpropagation.
Geoffrey Hinton, Simon Osindero, Max Welling, Yee-Whye Teh

Cogn Sci· July 2006

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Topographic product models applied to natural scene statistics.
Simon Osindero, Max Welling, Geoffrey E Hinton

Neural Comput· February 2006

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Probabilistic sequential independent components analysis.
Max Welling, Richard S Zemel, Geoffrey E Hinton

IEEE Trans Neural Netw· July 2004

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Linear response algorithms for approximate inference in graphical models.
Max Welling, Yee Whye Teh

Neural Comput· January 2004

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