Year |
Citation |
Score |
2020 |
Selvan R, Kipf T, Welling M, Juarez AG, Pedersen JH, Petersen J, Bruijne M. Graph refinement based airway extraction using mean-field networks and graph neural networks. Medical Image Analysis. 64: 101751. PMID 32580057 DOI: 10.1016/J.Media.2020.101751 |
0.321 |
|
2020 |
Park M, Foulds J, Chaudhuri K, Welling M. Variational Bayes In Private Settings (VIPS) Journal of Artificial Intelligence Research. 68: 109-157. DOI: 10.1613/Jair.1.11763 |
0.358 |
|
2019 |
Lønning K, Putzky P, Sonke JJ, Reneman L, Caan MWA, Welling M. Recurrent inference machines for reconstructing heterogeneous MRI data. Medical Image Analysis. 53: 64-78. PMID 30703579 DOI: 10.1016/J.Media.2019.01.005 |
0.354 |
|
2019 |
Morningstar WR, Levasseur LP, Hezaveh YD, Blandford R, Marshall P, Putzky P, Rueter TD, Wechsler R, Welling M. Data-driven Reconstruction of Gravitationally Lensed Galaxies Using Recurrent Inference Machines The Astrophysical Journal. 883: 14. DOI: 10.3847/1538-4357/Ab35D7 |
0.349 |
|
2019 |
Bertone G, Deisenroth MP, Kim JS, Liem S, Austri RRd, Welling M. Accelerating the BSM interpretation of LHC data with machine learning Physics of the Dark Universe. 24: 100293. DOI: 10.1016/J.Dark.2019.100293 |
0.337 |
|
2017 |
Eck A, Zintgraf LM, de Groot EFJ, de Meij TGJ, Cohen TS, Savelkoul PHM, Welling M, Budding AE. Interpretation of microbiota-based diagnostics by explaining individual classifier decisions. Bmc Bioinformatics. 18: 441. PMID 28978318 DOI: 10.1186/S12859-017-1843-1 |
0.332 |
|
2017 |
Adel T, Cohen T, Caan M, Welling M. 3D scattering transforms for disease classification in neuroimaging. Neuroimage. Clinical. 14: 506-517. PMID 28289601 DOI: 10.1016/J.Nicl.2017.02.004 |
0.344 |
|
2015 |
Korattikara A, Chen Y, Welling M. Sequential Tests for Large-Scale Learning. Neural Computation. 1-26. PMID 26599710 DOI: 10.1162/Neco_A_00796 |
0.565 |
|
2015 |
Meeds E, Hendriks R, Faraby SA, Bruntink M, Welling M. MLitB: Machine Learning in the Browser Peerj. 1. DOI: 10.7717/Peerj-Cs.11 |
0.352 |
|
2012 |
Zhu X, Welling M, Jin F, Lowengrub J. Predicting Simulation Parameters of Biological Systems Using a Gaussian Process Model. Statistical Analysis and Data Mining. 5: 509-522. PMID 23482410 DOI: 10.1002/Sam.11163 |
0.319 |
|
2012 |
Zabih R, Kang SB, Matas J, Welling; M. State of the Journal Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 1-2. DOI: 10.1109/Tpami.2012.9 |
0.323 |
|
2011 |
Chen Y, Gelfand A, Fowlkes CC, Welling M. Integrating local classifiers through nonlinear dynamics on label graphs with an application to image segmentation Proceedings of the Ieee International Conference On Computer Vision. 2635-2642. DOI: 10.1109/ICCV.2011.6126553 |
0.467 |
|
2011 |
Asuncion AU, Smyth P, Welling M. Asynchronous distributed estimation of topic models for document analysis Statistical Methodology. 8: 3-17. DOI: 10.1016/J.Stamet.2010.03.002 |
0.403 |
|
2011 |
Sminchisescu C, Welling M. Generalized darting Monte Carlo Pattern Recognition. 44: 2738-2748. DOI: 10.1016/J.Patcog.2011.02.006 |
0.308 |
|
2010 |
Welling M, Chen Y. Statistical inference using weak chaos and infinite memory Journal of Physics: Conference Series. 233: 012005. DOI: 10.1088/1742-6596/233/1/012005 |
0.444 |
|
2009 |
Kurihara K, Welling M. Bayesian k-Means as a "maximization-expectation" algorithm. Neural Computation. 21: 1145-72. PMID 19199394 DOI: 10.1162/Neco.2008.12-06-421 |
0.306 |
|
2008 |
Holub AD, Welling M, Perona P. Hybrid generative-discriminative visual categorization International Journal of Computer Vision. 77: 239-258. DOI: 10.1007/S11263-007-0084-6 |
0.38 |
|
2006 |
Osindero S, Welling M, Hinton GE. Topographic product models applied to natural scene statistics. Neural Computation. 18: 381-414. PMID 16378519 DOI: 10.1162/089976606775093936 |
0.367 |
|
2004 |
Welling M, Zemel RS, Hinton GE. Probabilistic sequential independent components analysis. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 838-49. PMID 15461077 DOI: 10.1109/Tnn.2004.828765 |
0.41 |
|
2004 |
Welling M, Teh YW. Linear response algorithms for approximate inference in graphical models. Neural Computation. 16: 197-221. PMID 15006029 DOI: 10.1162/08997660460734056 |
0.317 |
|
2004 |
Teh YW, Welling M, Osindero S, Hinton GE. Energy-based models for sparse overcomplete representations Journal of Machine Learning Research. 4: 1235-1260. DOI: 10.1162/Jmlr.2003.4.7-8.1235 |
0.351 |
|
2001 |
Welling M, Weber M. A constrained EM algorithm for independent component analysis. Neural Computation. 13: 677-89. PMID 11244561 DOI: 10.1162/089976601300014510 |
0.341 |
|
2001 |
Perona P, Weber M, Welling M. Unsupervised learning of object classes from natural scenes Journal of Vision. 1. DOI: 10.1167/1.3.419 |
0.334 |
|
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