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Max Welling — all works

468 works · page 2 of 5 · 101–200 · ← Max Welling

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  1. Convolutional Networks for Spherical Signals ↗arXiv (Cornell University) · no summary yetTaco Cohen et al.2017 · 51 citations
  2. Deep multiple instance learning for digital histopathology ↗Elsevier eBooks · no summary yetMaximilian Ilse, Jakub M. Tomczak, Max Welling2019 · 50 citations
  3. Steerable CNNs ↗arXiv (Cornell University) · no summary yetTaco Cohen, Max Welling2016 · 50 citations
  4. Transformation Properties of Learned Visual Representations ↗UvA-DARE (University of Amsterdam) · no summary yetTaco Cohen, Max Welling2014 · 49 citations
  5. Incremental learning of nonparametric Bayesian mixture models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRyan G. Gomes, Max Welling, Pietro Perona2008 · 48 citations
  6. Viewpoint-invariant learning and detection of human heads ↗International Conference on Automatic Face and Gesture Recognition · no summary yetM. Weber et al.2000 · 48 citations
  7. MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning ↗UvA-DARE (University of Amsterdam) · no summary yetElise van der Pol et al.2020 · 47 citations
  8. On the Choice of Regions for Generalized Belief Propagation ↗arXiv (Cornell University) · no summary yetMax Welling2012 · 47 citations
  9. A Constrained EM Algorithm for Independent Component Analysis ↗Neural Computation · no summary yetMax Welling, Markus Weber2001 · 47 citations
  10. Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs ↗arXiv (Cornell University) · no summary yetde Haan, Pim et al.2020 · 46 citations
  11. Product of experts ↗Scholarpedia · no summary yetMax Welling2007 · 46 citations
  12. The Unified Propagation and Scaling Algorithm ↗no summary yetYee Whye Teh, Max Welling2001 · 45 citations
  13. SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows ↗arXiv (Cornell University) · no summary yetDidrik Nielsen et al.2020 · 43 citations
  14. Probabilistic Binary Neural Networks ↗arXiv (Cornell University) · no summary yetJorn W. T. Peters, Max Welling2018 · 43 citations
  15. Invert to Learn to Invert ↗arXiv (Cornell University) · no summary yetPatrick Putzky, Max Welling2019 · 42 citations
  16. Linear Response Algorithms for Approximate Inference in Graphical Models ↗Neural Computation · no summary yetMax Welling, Yee Whye Teh2004 · 41 citations
  17. Combining Generative and Discriminative Models for Hybrid Inference ↗arXiv (Cornell University) · no summary yetVíctor García Satorras, Zeynep Akata, Max Welling2019 · 40 citations
  18. Combinatorial Bayesian Optimization using the Graph Cartesian Product ↗UvA-DARE (University of Amsterdam) · no summary yetChangYong Oh et al.2019 · 39 citations
  19. Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets ↗UvA-DARE (University of Amsterdam) · no summary yetDiederik P. Kingma, Max Welling2014 · 39 citations
  20. Hybrid Generative-Discriminative Visual Categorization ↗International Journal of Computer Vision · no summary yetAlex D. Holub, Max Welling, Pietro Perona2007 · 39 citations
  21. Graph refinement based airway extraction using mean-field networks and graph neural networks ↗Medical Image Analysis · no summary yetRaghavendra Selvan et al.2018 · 38 citations
  22. Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort ↗BMJ Open · no summary yetMaarten Christiaan Ottenhoff et al.2021 · 37 citations
  23. A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ↗arXiv (Cornell University) · no summary yetMarc Finzi, Max Welling, Andrew Gordon Wilson2021 · 35 citations
  24. Structured Region Graphs: Morphing EP into GBP ↗arXiv (Cornell University) · no summary yetMax Welling, Thomas P. Minka, Yee Whye Teh2012 · 35 citations
  25. Self Supervised Boosting ↗no summary yetMax Welling, Richard S. Zemel, Geoffrey E. Hinton2002 · 35 citations
  26. Gravity in 2 + 1 dimensions as a Riemann - Hilbert problem ↗Classical and Quantum Gravity · no summary yetMax Welling1996 · 35 citations
  27. Deterministic Latent Variable Models and their Pitfalls ↗SIAM International Conference on Data Mining · no summary yetMax Welling, Chaitanya Chemudugunta, Nathan Sutter2008 · 33 citations
  28. Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design ↗arXiv (Cornell University) · no summary yetIlia Igashov et al.2022 · 32 citations
  29. Learning in Markov Random Fields with Contrastive Free Energies ↗no summary yetMax Welling, Charles A. Sutton2005 · 31 citations
  30. Robust Higher Order Statistics. ↗no summary yetMax Welling2005 · 31 citations
  31. The Functional Neural Process ↗arXiv (Cornell University) · no summary yetChristos Louizos et al.2019 · 30 citations
  32. Attention Solves Your TSP. ↗arXiv (Cornell University) · no summary yetWouter Kool, Max Welling2018 · 29 citations
  33. Sinkhorn AutoEncoders ↗arXiv (Cornell University) · no summary yetGiorgio Patrini et al.2018 · 29 citations
  34. Relaxed Quantization for Discretized Neural Networks ↗UvA-DARE (University of Amsterdam) · no summary yetChristos Louizos et al.2018 · 27 citations
  35. Generalized darting Monte Carlo ↗Pattern Recognition · no summary yetCristian Sminchisescu, Max Welling2011 · 27 citations
  36. Graphical Generative Adversarial Networks ↗arXiv (Cornell University) · no summary yetChongxuan Li et al.2018 · 26 citations
  37. Interpretation of microbiota-based diagnostics by explaining individual classifier decisions ↗BMC Bioinformatics · no summary yetA. Eck et al.2017 · 26 citations
  38. On Herding and the Perceptron Cycling Theorem ↗no summary yetAndrew E. Gelfand et al.2010 · 26 citations
  39. Natural Graph Networks ↗UvA-DARE (University of Amsterdam) · no summary yetde Haan, Pim, Taco Cohen, Max Welling2020 · 25 citations
  40. A New Method to Visualize Deep Neural Networks ↗arXiv (Cornell University) · no summary yetLuisa Zintgraf, Taco Cohen, Max Welling2016 · 25 citations
  41. Scalable MCMC for Mixed Membership Stochastic Blockmodels ↗UvA-DARE (University of Amsterdam) · no summary yetLi, Wenzhe, Sungjin Ahn, Max Welling2015 · 25 citations
  42. On Improving the Efficiency of the Iterative Proportional Fitting Procedure ↗no summary yetYee Whye Teh, Max Welling2003 · 25 citations
  43. Clifford Neural Layers for PDE Modeling ↗arXiv (Cornell University) · no summary yetJ. Brandstetter et al.2022 · 24 citations
  44. Coordinate Independent Convolutional Networks — Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds ↗arXiv (Cornell University) · no summary yetMaurice Weiler et al.2021 · 24 citations
  45. On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis ↗arXiv (Cornell University) · no summary yetJames R. Foulds et al.2016 · 24 citations
  46. Herding Dynamic Weights for Partially Observed Random Field Models ↗arXiv (Cornell University) · no summary yetMax Welling2012 · 24 citations
  47. Integer Discrete Flows and Lossless Compression ↗arXiv (Cornell University) · no summary yetEmiel Hoogeboom et al.2019 · 23 citations
  48. Distributed and Adaptive Darting Monte Carlo through Regenerations ↗UvA-DARE (University of Amsterdam) · no summary yetSungjin Ahn, Yutian Chen, Max Welling2013 · 23 citations
  49. Geometric and Physical Quantities Improve E(3) Equivariant Message Passing ↗arXiv (Cornell University) · no summary yetJ. Brandstetter et al.2021 · 22 citations
  50. Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement ↗UvA-DARE (University of Amsterdam) · no summary yetWouter Kool, Herke van Hoof, Max Welling2020 · 22 citations
  51. Variational Bayes In Private Settings (VIPS) ↗Journal of Artificial Intelligence Research · no summary yetMijung Park et al.2016 · 22 citations
  52. Localization Algorithms for Wireless Sensor Retrieval ↗The Computer Journal · no summary yetYong Zhang et al.2010 · 22 citations
  53. Asynchronous distributed estimation of topic models for document analysis ↗Statistical Methodology · no summary yetArthur Asuncion, Padhraic Smyth, Max Welling2010 · 21 citations
  54. Learning Neural Free-Energy Functionals with Pair-Correlation Matching ↗Physical Review Letters · no summary yetJacobus Dijkman et al.2025 · 20 citations
  55. Estimating Gradients for Discrete Random Variables by Sampling without Replacement ↗arXiv (Cornell University) · no summary yetWouter Kool, Herke van Hoof, Max Welling2020 · 20 citations
  56. Relational Generalized Few-Shot Learning ↗British Machine Vision Conference (BMVC) · no summary yetXiahan Shi et al.2020 · 20 citations
  57. Unsupervised Organization of Image Collections: Taxonomies and Beyond ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetEvgeniy Bart, Max Welling, Pietro Perona2011 · 20 citations
  58. Extreme Components Analysis ↗no summary yetMax Welling, Christopher Williams, Felix V. Agakov2003 · 20 citations
  59. A Mode-Hopping MCMC sampler ↗no summary yetCristian Sminchisescu, Max Welling, Geoffrey E. Hinton2003 · 19 citations
  60. Neural RF SLAM for unsupervised positioning and mapping with channel state information ↗International Conference on Communications · no summary yetShreya Kadambi et al.2022 · 18 citations
  61. Recurrent inference machines for accelerated MRI reconstruction. ↗no summary yetKai Lønning et al.2018 · 18 citations
  62. Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation ↗arXiv (Cornell University) · no summary yetIan R. Porteous et al.2012 · 18 citations
  63. Hybrid Variational/Gibbs Collapsed Inference in Topic Models ↗arXiv (Cornell University) · no summary yetMax Welling, Yee Whye Teh, Bert Kappen2012 · 18 citations
  64. A Distributed Message Passing Algorithm for Sensor Localization ↗Lecture notes in computer science · no summary yetMax Welling, Joseph J. Lim2007 · 18 citations
  65. Explicit solutions for point particles and black holes in spaces of constant curvature in 2+1-D gravity ↗Nuclear Physics B · no summary yetMax Welling1998 · 18 citations
  66. Two-particle quantum mechanics in gravity using non-commuting coordinates ↗Classical and Quantum Gravity · no summary yetMax Welling1997 · 18 citations
  67. Plannable Approximations to MDP Homomorphisms: Equivariance under Actions ↗Adaptive Agents and Multi-Agents Systems · no summary yetElise van der Pol et al.2020 · 17 citations
  68. i-RIM applied to the fastMRI challenge ↗arXiv (Cornell University) · no summary yetPatrick Putzky et al.2019 · 17 citations
  69. Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks ↗arXiv (Cornell University) · no summary yetJasper Linmans et al.2018 · 17 citations
  70. Extraction of Airways using Graph Neural Networks ↗arXiv (Cornell University) · no summary yetRaghavendra Selvan et al.2018 · 17 citations
  71. A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeter Welinder, Max Welling, Pietro Perona2013 · 17 citations
  72. Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking ↗Globecom · no summary yetKumar Pratik et al.2021 · 16 citations
  73. Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference ↗UvA-DARE (University of Amsterdam) · no summary yetEdward Meeds, Max Welling2015 · 16 citations
  74. The Deep Weight Prior ↗arXiv (Cornell University) · no summary yetAndrei Atanov et al.2018 · 15 citations
  75. Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow ↗arXiv (Cornell University) · no summary yetJakub M. Tomczak, Max Welling2017 · 15 citations
  76. Control of Caenorhabditis elegans germ-line stem-cell cycling speed meets requirements of design to minimize mutation accumulation ↗BMC Biology · no summary yetMichael Chiang et al.2015 · 15 citations
  77. State of the Journal ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetRamin Zabih A et al.2011 · 15 citations
  78. Beyond the individuality of fingerprints: a measure of simulated computer latent print source attribution accuracy ↗Law Probability and Risk · no summary yetSimon A. Cole et al.2008 · 15 citations
  79. Pixelated Reconstruction of Foreground Density and Background Surface Brightness in Gravitational Lensing Systems Using Recurrent Inference Machines ↗The Astrophysical Journal · no summary yetAlexandre Adam et al.2023 · 14 citations
  80. Lie Point Symmetry Data Augmentation for Neural PDE Solvers ↗arXiv (Cornell University) · no summary yetJ. Brandstetter, Max Welling, Daniel E. Worrall2022 · 14 citations
  81. Transformer-Based Deep Survival Analysis ↗UvA-DARE (University of Amsterdam) · no summary yetShi Hu et al.2021 · 14 citations
  82. A Data and Compute Efficient Design for Limited-Resources Deep Learning ↗arXiv (Cornell University) · no summary yetMirgahney Mohamed et al.2020 · 14 citations
  83. Accelerating the BSM interpretation of LHC data with machine learning ↗Physics of the Dark Universe · no summary yetGianfranco Bertone et al.2019 · 14 citations
  84. Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks ↗arXiv (Cornell University) · no summary yetAndrey Kuzmin et al.2019 · 14 citations
  85. Image segmentation with traveling waves in an exactly solvable recurrent neural network ↗Proceedings of the National Academy of Sciences · no summary yetLuisa Helena Bartocci Liboni et al.2023 · 13 citations
  86. Complex-Valued Autoencoders for Object Discovery ↗arXiv (Cornell University) · no summary yetSindy Löwe et al.2022 · 13 citations
  87. HexaConv ↗arXiv (Cornell University) · no summary yetEmiel Hoogeboom et al.2018 · 13 citations
  88. Histopathological classification of precursor lesions of esophageal adenocarcinoma: A Deep Multiple Instance Learning Approach ↗Data Archiving and Networked Services (DANS) · no summary yetJakub M. Tomczak et al.2018 · 13 citations
  89. Improved Semantic Segmentation for Histopathology using Rotation Equivariant Convolutional Networks ↗no summary yetJim Winkens et al.2018 · 13 citations
  90. Harmonic Exponential Families on Manifolds ↗UvA-DARE (University of Amsterdam) · no summary yetTaco Cohen, Max Welling2015 · 13 citations
  91. A New View of ICA ↗no summary yetGeoffrey E. Hinton et al.2001 · 13 citations
  92. Traveling Waves Encode the Recent Past and Enhance Sequence Learning ↗arXiv (Cornell University) · no summary yetT. Anderson Keller et al.2023 · 12 citations
  93. Batch Bayesian Optimization on Permutations Using the Acquisition Weighted Kernel ↗neural information processing systems · no summary yetChangYong Oh et al.2022 · 12 citations
  94. SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation ↗International Conference on 3D Vision (3DV) · no summary yetZhuo Su et al.2022 · 12 citations
  95. Federated Mixture of Experts ↗arXiv (Cornell University) · no summary yetMatthias Reisser et al.2021 · 12 citations
  96. Learning to Predict Error for MRI Reconstruction ↗Lecture notes in computer science · no summary yetHu Shi, Nicola Pezzotti, Max Welling2021 · 12 citations
  97. Sigma Delta Quantized Networks ↗arXiv (Cornell University) · no summary yetO'Connor, Peter, Max Welling2016 · 12 citations
  98. Statistical Optimization of Non-Negative Matrix Factorization ↗International Conference on Artificial Intelligence and Statistics · no summary yetAnoop Korattikara et al.2011 · 12 citations
  99. Memory bounded inference in topic models ↗International Conference on Machine Learning · no summary yetRyan G. Gomes, Max Welling, Pietro Perona2008 · 12 citations
  100. Wormholes Improve Contrastive Divergence ↗no summary yetMax Welling, Andriy Mnih, Geoffrey E. Hinton2003 · 12 citations

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