---
title: "Max Welling — all works, page 2 — Elamur Research"
description: "All 468 works of Max Welling in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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# Max Welling — all works

468 works · page 2 of 5 · 101–200 · [← Max Welling](https://md.research.elamur.ai/free/en/authors/max-welling/)

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101. **[Convolutional Networks for Spherical Signals ↗](https://arxiv.org/abs/1709.04893) arXiv (Cornell University) · no summary yet**Taco Cohen et al.*2017 · 51 citations*
102. **[Deep multiple instance learning for digital histopathology ↗](https://doi.org/10.1016/b978-0-12-816176-0.00027-2) Elsevier eBooks · no summary yet**Maximilian Ilse, Jakub M. Tomczak, Max Welling*2019 · 50 citations*
103. **[Steerable CNNs ↗](https://arxiv.org/abs/1612.08498) arXiv (Cornell University) · no summary yet**Taco Cohen, Max Welling*2016 · 50 citations*
104. **[Transformation Properties of Learned Visual Representations ↗](https://arxiv.org/abs/1412.7659) UvA-DARE (University of Amsterdam) · no summary yet**Taco Cohen, Max Welling*2014 · 49 citations*
105. **[Incremental learning of nonparametric Bayesian mixture models ↗](https://doi.org/10.1109/cvpr.2008.4587370) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ryan G. Gomes, Max Welling, Pietro Perona*2008 · 48 citations*
106. **[Viewpoint-invariant learning and detection of human heads ↗](https://doi.org/10.1109/afgr.2000.840607) International Conference on Automatic Face and Gesture Recognition · no summary yet**M. Weber et al.*2000 · 48 citations*
107. **[MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning ↗](https://arxiv.org/abs/2006.16908) UvA-DARE (University of Amsterdam) · no summary yet**Elise van der Pol et al.*2020 · 47 citations*
108. **[On the Choice of Regions for Generalized Belief Propagation ↗](https://arxiv.org/abs/1207.4158) arXiv (Cornell University) · no summary yet**Max Welling*2012 · 47 citations*
109. **[A Constrained EM Algorithm for Independent Component Analysis ↗](https://doi.org/10.1162/089976601300014510) Neural Computation · no summary yet**Max Welling, Markus Weber*2001 · 47 citations*
110. **[Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs ↗](https://arxiv.org/abs/2003.05425) arXiv (Cornell University) · no summary yet**de Haan, Pim et al.*2020 · 46 citations*
111. **[Product of experts ↗](https://doi.org/10.4249/scholarpedia.3879) Scholarpedia · no summary yet**Max Welling*2007 · 46 citations*
112. **[The Unified Propagation and Scaling Algorithm ↗](https://openalex.org/W2168205753) no summary yet**Yee Whye Teh, Max Welling*2001 · 45 citations*
113. **[SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows ↗](https://arxiv.org/abs/2007.02731) arXiv (Cornell University) · no summary yet**Didrik Nielsen et al.*2020 · 43 citations*
114. **[Probabilistic Binary Neural Networks ↗](https://arxiv.org/abs/1809.03368) arXiv (Cornell University) · no summary yet**Jorn W. T. Peters, Max Welling*2018 · 43 citations*
115. **[Invert to Learn to Invert ↗](https://arxiv.org/abs/1911.10914) arXiv (Cornell University) · no summary yet**Patrick Putzky, Max Welling*2019 · 42 citations*
116. **[Linear Response Algorithms for Approximate Inference in Graphical Models ↗](https://doi.org/10.1162/08997660460734056) Neural Computation · no summary yet**Max Welling, Yee Whye Teh*2004 · 41 citations*
117. **[Combining Generative and Discriminative Models for Hybrid Inference ↗](https://arxiv.org/abs/1906.02547) arXiv (Cornell University) · no summary yet**Víctor García Satorras, Zeynep Akata, Max Welling*2019 · 40 citations*
118. **[Combinatorial Bayesian Optimization using the Graph Cartesian Product ↗](https://arxiv.org/abs/1902.00448) UvA-DARE (University of Amsterdam) · no summary yet**ChangYong Oh et al.*2019 · 39 citations*
119. **[Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets ↗](https://arxiv.org/abs/1402.0480) UvA-DARE (University of Amsterdam) · no summary yet**Diederik P. Kingma, Max Welling*2014 · 39 citations*
120. **[Hybrid Generative-Discriminative Visual Categorization ↗](https://doi.org/10.1007/s11263-007-0084-6) International Journal of Computer Vision · no summary yet**Alex D. Holub, Max Welling, Pietro Perona*2007 · 39 citations*
121. **[Graph refinement based airway extraction using mean-field networks and graph neural networks ↗](https://doi.org/10.1016/j.media.2020.101751) Medical Image Analysis · no summary yet**Raghavendra Selvan et al.*2018 · 38 citations*
122. **[Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort ↗](https://doi.org/10.1136/bmjopen-2020-047347) BMJ Open · no summary yet**Maarten Christiaan Ottenhoff et al.*2021 · 37 citations*
123. **[A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ↗](https://arxiv.org/abs/2104.09459) arXiv (Cornell University) · no summary yet**Marc Finzi, Max Welling, Andrew Gordon Wilson*2021 · 35 citations*
124. **[Structured Region Graphs: Morphing EP into GBP ↗](https://arxiv.org/abs/1207.1426) arXiv (Cornell University) · no summary yet**Max Welling, Thomas P. Minka, Yee Whye Teh*2012 · 35 citations*
125. **[Self Supervised Boosting ↗](https://openalex.org/W2103504567) no summary yet**Max Welling, Richard S. Zemel, Geoffrey E. Hinton*2002 · 35 citations*
126. **[Gravity in 2 + 1 dimensions as a Riemann - Hilbert problem ↗](https://doi.org/10.1088/0264-9381/13/4/007) Classical and Quantum Gravity · no summary yet**Max Welling*1996 · 35 citations*
127. **[Deterministic Latent Variable Models and their Pitfalls ↗](https://doi.org/10.1137/1.9781611972788.18) SIAM International Conference on Data Mining · no summary yet**Max Welling, Chaitanya Chemudugunta, Nathan Sutter*2008 · 33 citations*
128. **[Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design ↗](https://arxiv.org/abs/2210.05274) arXiv (Cornell University) · no summary yet**Ilia Igashov et al.*2022 · 32 citations*
129. **[Learning in Markov Random Fields with Contrastive Free Energies ↗](https://hdl.handle.net/20.500.11820/29b23aa9-c9c7-4ad9-8ed0-9da9227a4711) no summary yet**Max Welling, Charles A. Sutton*2005 · 31 citations*
130. **[Robust Higher Order Statistics. ↗](https://openalex.org/W2403892550) no summary yet**Max Welling*2005 · 31 citations*
131. **[The Functional Neural Process ↗](https://arxiv.org/abs/1906.08324) arXiv (Cornell University) · no summary yet**Christos Louizos et al.*2019 · 30 citations*
132. **[Attention Solves Your TSP. ↗](http://dblp.uni-trier.de/db/journals/corr/corr1803.html#abs-1803-08475) arXiv (Cornell University) · no summary yet**Wouter Kool, Max Welling*2018 · 29 citations*
133. **[Sinkhorn AutoEncoders ↗](https://arxiv.org/abs/1810.01118) arXiv (Cornell University) · no summary yet**Giorgio Patrini et al.*2018 · 29 citations*
134. **[Relaxed Quantization for Discretized Neural Networks ↗](https://arxiv.org/abs/1810.01875) UvA-DARE (University of Amsterdam) · no summary yet**Christos Louizos et al.*2018 · 27 citations*
135. **[Generalized darting Monte Carlo ↗](https://doi.org/10.1016/j.patcog.2011.02.006) Pattern Recognition · no summary yet**Cristian Sminchisescu, Max Welling*2011 · 27 citations*
136. **[Graphical Generative Adversarial Networks ↗](https://arxiv.org/abs/1804.03429) arXiv (Cornell University) · no summary yet**Chongxuan Li et al.*2018 · 26 citations*
137. **[Interpretation of microbiota-based diagnostics by explaining individual classifier decisions ↗](https://doi.org/10.1186/s12859-017-1843-1) BMC Bioinformatics · no summary yet**A. Eck et al.*2017 · 26 citations*
138. **[On Herding and the Perceptron Cycling Theorem ↗](https://openalex.org/W2146540262) no summary yet**Andrew E. Gelfand et al.*2010 · 26 citations*
139. **[Natural Graph Networks ↗](https://arxiv.org/abs/2007.08349) UvA-DARE (University of Amsterdam) · no summary yet**de Haan, Pim, Taco Cohen, Max Welling*2020 · 25 citations*
140. **[A New Method to Visualize Deep Neural Networks ↗](https://arxiv.org/abs/1603.02518) arXiv (Cornell University) · no summary yet**Luisa Zintgraf, Taco Cohen, Max Welling*2016 · 25 citations*
141. **[Scalable MCMC for Mixed Membership Stochastic Blockmodels ↗](https://arxiv.org/abs/1510.04815) UvA-DARE (University of Amsterdam) · no summary yet**Li, Wenzhe, Sungjin Ahn, Max Welling*2015 · 25 citations*
142. **[On Improving the Efficiency of the Iterative Proportional Fitting Procedure ↗](https://openalex.org/W104351827) no summary yet**Yee Whye Teh, Max Welling*2003 · 25 citations*
143. **[Clifford Neural Layers for PDE Modeling ↗](https://arxiv.org/abs/2209.04934) arXiv (Cornell University) · no summary yet**J. Brandstetter et al.*2022 · 24 citations*
144. **[Coordinate Independent Convolutional Networks — Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds ↗](https://arxiv.org/abs/2106.06020) arXiv (Cornell University) · no summary yet**Maurice Weiler et al.*2021 · 24 citations*
145. **[On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis ↗](https://arxiv.org/abs/1603.07294) arXiv (Cornell University) · no summary yet**James R. Foulds et al.*2016 · 24 citations*
146. **[Herding Dynamic Weights for Partially Observed Random Field Models ↗](https://arxiv.org/abs/1205.2605) arXiv (Cornell University) · no summary yet**Max Welling*2012 · 24 citations*
147. **[Integer Discrete Flows and Lossless Compression ↗](https://arxiv.org/abs/1905.07376) arXiv (Cornell University) · no summary yet**Emiel Hoogeboom et al.*2019 · 23 citations*
148. **[Distributed and Adaptive Darting Monte Carlo through Regenerations ↗](https://handle.uba.uva.nl/personal/pure/en/publications/distributed-and-adaptive-darting-monte-carlo-through-regenerations(03904bb0-f62e-4438-ab39-1e908a7c0396).html) UvA-DARE (University of Amsterdam) · no summary yet**Sungjin Ahn, Yutian Chen, Max Welling*2013 · 23 citations*
149. **[Geometric and Physical Quantities Improve E(3) Equivariant Message Passing ↗](https://arxiv.org/abs/2110.02905) arXiv (Cornell University) · no summary yet**J. Brandstetter et al.*2021 · 22 citations*
150. **[Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement ↗](https://hdl.handle.net/11245.1/c417653a-689d-42f6-8d7e-70f8f34ca7ab) UvA-DARE (University of Amsterdam) · no summary yet**Wouter Kool, Herke van Hoof, Max Welling*2020 · 22 citations*
151. **[Variational Bayes In Private Settings (VIPS) ↗](https://doi.org/10.1613/jair.1.11763) Journal of Artificial Intelligence Research · no summary yet**Mijung Park et al.*2016 · 22 citations*
152. **[Localization Algorithms for Wireless Sensor Retrieval ↗](https://doi.org/10.1093/comjnl/bxq001) The Computer Journal · no summary yet**Yong Zhang et al.*2010 · 22 citations*
153. **[Asynchronous distributed estimation of topic models for document analysis ↗](https://doi.org/10.1016/j.stamet.2010.03.002) Statistical Methodology · no summary yet**Arthur Asuncion, Padhraic Smyth, Max Welling*2010 · 21 citations*
154. **[Learning Neural Free-Energy Functionals with Pair-Correlation Matching ↗](https://doi.org/10.1103/physrevlett.134.056103) Physical Review Letters · no summary yet**Jacobus Dijkman et al.*2025 · 20 citations*
155. **[Estimating Gradients for Discrete Random Variables by Sampling without Replacement ↗](https://arxiv.org/abs/2002.06043) arXiv (Cornell University) · no summary yet**Wouter Kool, Herke van Hoof, Max Welling*2020 · 20 citations*
156. **[Relational Generalized Few-Shot Learning ↗](https://doi.org/10.5244/c.34.60) British Machine Vision Conference (BMVC) · no summary yet**Xiahan Shi et al.*2020 · 20 citations*
157. **[Unsupervised Organization of Image Collections: Taxonomies and Beyond ↗](https://doi.org/10.1109/tpami.2011.79) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Evgeniy Bart, Max Welling, Pietro Perona*2011 · 20 citations*
158. **[Extreme Components Analysis ↗](https://openalex.org/W2105354819) no summary yet**Max Welling, Christopher Williams, Felix V. Agakov*2003 · 20 citations*
159. **[A Mode-Hopping MCMC sampler ↗](https://openalex.org/W116703061) no summary yet**Cristian Sminchisescu, Max Welling, Geoffrey E. Hinton*2003 · 19 citations*
160. **[Neural RF SLAM for unsupervised positioning and mapping with channel state information ↗](https://doi.org/10.1109/icc45855.2022.9838367) International Conference on Communications · no summary yet**Shreya Kadambi et al.*2022 · 18 citations*
161. **[Recurrent inference machines for accelerated MRI reconstruction. ↗](https://openalex.org/W2804364574) no summary yet**Kai Lønning et al.*2018 · 18 citations*
162. **[Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation ↗](https://arxiv.org/abs/1206.6845) arXiv (Cornell University) · no summary yet**Ian R. Porteous et al.*2012 · 18 citations*
163. **[Hybrid Variational/Gibbs Collapsed Inference in Topic Models ↗](https://arxiv.org/abs/1206.3297) arXiv (Cornell University) · no summary yet**Max Welling, Yee Whye Teh, Bert Kappen*2012 · 18 citations*
164. **[A Distributed Message Passing Algorithm for Sensor Localization ↗](https://doi.org/10.1007/978-3-540-74690-4_78) Lecture notes in computer science · no summary yet**Max Welling, Joseph J. Lim*2007 · 18 citations*
165. **[Explicit solutions for point particles and black holes in spaces of constant curvature in 2+1-D gravity ↗](https://doi.org/10.1016/s0550-3213(98)00008-x) Nuclear Physics B · no summary yet**Max Welling*1998 · 18 citations*
166. **[Two-particle quantum mechanics in gravity using non-commuting coordinates ↗](https://doi.org/10.1088/0264-9381/14/12/015) Classical and Quantum Gravity · no summary yet**Max Welling*1997 · 18 citations*
167. **[Plannable Approximations to MDP Homomorphisms: Equivariance under Actions ↗](https://doi.org/10.65109/daie3353) Adaptive Agents and Multi-Agents Systems · no summary yet**Elise van der Pol et al.*2020 · 17 citations*
168. **[i-RIM applied to the fastMRI challenge ↗](https://arxiv.org/abs/1910.08952) arXiv (Cornell University) · no summary yet**Patrick Putzky et al.*2019 · 17 citations*
169. **[Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks ↗](https://arxiv.org/abs/1807.00583) arXiv (Cornell University) · no summary yet**Jasper Linmans et al.*2018 · 17 citations*
170. **[Extraction of Airways using Graph Neural Networks ↗](https://arxiv.org/abs/1804.04436) arXiv (Cornell University) · no summary yet**Raghavendra Selvan et al.*2018 · 17 citations*
171. **[A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration ↗](https://doi.org/10.1109/cvpr.2013.419) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Peter Welinder, Max Welling, Pietro Perona*2013 · 17 citations*
172. **[Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking ↗](https://doi.org/10.1109/globecom46510.2021.9685798) Globecom · no summary yet**Kumar Pratik et al.*2021 · 16 citations*
173. **[Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference ↗](https://arxiv.org/abs/1506.03693) UvA-DARE (University of Amsterdam) · no summary yet**Edward Meeds, Max Welling*2015 · 16 citations*
174. **[The Deep Weight Prior ↗](https://arxiv.org/abs/1810.06943) arXiv (Cornell University) · no summary yet**Andrei Atanov et al.*2018 · 15 citations*
175. **[Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow ↗](https://arxiv.org/abs/1706.02326) arXiv (Cornell University) · no summary yet**Jakub M. Tomczak, Max Welling*2017 · 15 citations*
176. **[Control of Caenorhabditis elegans germ-line stem-cell cycling speed meets requirements of design to minimize mutation accumulation ↗](https://doi.org/10.1186/s12915-015-0148-y) BMC Biology · no summary yet**Michael Chiang et al.*2015 · 15 citations*
177. **[State of the Journal ↗](https://doi.org/10.1109/tpami.2012.9) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Ramin Zabih A et al.*2011 · 15 citations*
178. **[Beyond the individuality of fingerprints: a measure of simulated computer latent print source attribution accuracy ↗](https://doi.org/10.1093/lpr/mgn004) Law Probability and Risk · no summary yet**Simon A. Cole et al.*2008 · 15 citations*
179. **[Pixelated Reconstruction of Foreground Density and Background Surface Brightness in Gravitational Lensing Systems Using Recurrent Inference Machines ↗](https://doi.org/10.3847/1538-4357/accf84) The Astrophysical Journal · no summary yet**Alexandre Adam et al.*2023 · 14 citations*
180. **[Lie Point Symmetry Data Augmentation for Neural PDE Solvers ↗](https://arxiv.org/abs/2202.07643) arXiv (Cornell University) · no summary yet**J. Brandstetter, Max Welling, Daniel E. Worrall*2022 · 14 citations*
181. **[Transformer-Based Deep Survival Analysis ↗](https://handle.uba.uva.nl/personal/pure/en/publications/transformerbased-deep-survival-analysis(8e6187ad-f600-4b38-a8f6-7352821b04ca).html) UvA-DARE (University of Amsterdam) · no summary yet**Shi Hu et al.*2021 · 14 citations*
182. **[A Data and Compute Efficient Design for Limited-Resources Deep Learning ↗](https://arxiv.org/abs/2004.09691) arXiv (Cornell University) · no summary yet**Mirgahney Mohamed et al.*2020 · 14 citations*
183. **[Accelerating the BSM interpretation of LHC data with machine learning ↗](https://doi.org/10.1016/j.dark.2019.100293) Physics of the Dark Universe · no summary yet**Gianfranco Bertone et al.*2019 · 14 citations*
184. **[Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks ↗](https://arxiv.org/abs/1912.09802) arXiv (Cornell University) · no summary yet**Andrey Kuzmin et al.*2019 · 14 citations*
185. **[Image segmentation with traveling waves in an exactly solvable recurrent neural network ↗](https://doi.org/10.1073/pnas.2321319121) Proceedings of the National Academy of Sciences · no summary yet**Luisa Helena Bartocci Liboni et al.*2023 · 13 citations*
186. **[Complex-Valued Autoencoders for Object Discovery ↗](https://arxiv.org/abs/2204.02075) arXiv (Cornell University) · no summary yet**Sindy Löwe et al.*2022 · 13 citations*
187. **[HexaConv ↗](https://arxiv.org/abs/1803.02108) arXiv (Cornell University) · no summary yet**Emiel Hoogeboom et al.*2018 · 13 citations*
188. **[Histopathological classification of precursor lesions of esophageal adenocarcinoma: A Deep Multiple Instance Learning Approach ↗](https://openalex.org/W2920527701) Data Archiving and Networked Services (DANS) · no summary yet**Jakub M. Tomczak et al.*2018 · 13 citations*
189. **[Improved Semantic Segmentation for Histopathology using Rotation Equivariant Convolutional Networks ↗](https://openalex.org/W2909320927) no summary yet**Jim Winkens et al.*2018 · 13 citations*
190. **[Harmonic Exponential Families on Manifolds ↗](https://arxiv.org/abs/1505.04413) UvA-DARE (University of Amsterdam) · no summary yet**Taco Cohen, Max Welling*2015 · 13 citations*
191. **[A New View of ICA ↗](https://openalex.org/W1654789990) no summary yet**Geoffrey E. Hinton et al.*2001 · 13 citations*
192. **[Traveling Waves Encode the Recent Past and Enhance Sequence Learning ↗](https://doi.org/10.12751/nncn.bc2023.274) arXiv (Cornell University) · no summary yet**T. Anderson Keller et al.*2023 · 12 citations*
193. **[Batch Bayesian Optimization on Permutations Using the Acquisition Weighted Kernel ↗](https://doi.org/10.52202/068431-0496) neural information processing systems · no summary yet**ChangYong Oh et al.*2022 · 12 citations*
194. **[SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation ↗](https://doi.org/10.1109/3dv57658.2022.00084) International Conference on 3D Vision (3DV) · no summary yet**Zhuo Su et al.*2022 · 12 citations*
195. **[Federated Mixture of Experts ↗](https://arxiv.org/abs/2107.06724) arXiv (Cornell University) · no summary yet**Matthias Reisser et al.*2021 · 12 citations*
196. **[Learning to Predict Error for MRI Reconstruction ↗](https://doi.org/10.1007/978-3-030-87199-4_57) Lecture notes in computer science · no summary yet**Hu Shi, Nicola Pezzotti, Max Welling*2021 · 12 citations*
197. **[Sigma Delta Quantized Networks ↗](https://arxiv.org/abs/1611.02024) arXiv (Cornell University) · no summary yet**O'Connor, Peter, Max Welling*2016 · 12 citations*
198. **[Statistical Optimization of Non-Negative Matrix Factorization ↗](https://openalex.org/W2241791199) International Conference on Artificial Intelligence and Statistics · no summary yet**Anoop Korattikara et al.*2011 · 12 citations*
199. **[Memory bounded inference in topic models ↗](https://doi.org/10.1145/1390156.1390200) International Conference on Machine Learning · no summary yet**Ryan G. Gomes, Max Welling, Pietro Perona*2008 · 12 citations*
200. **[Wormholes Improve Contrastive Divergence ↗](https://openalex.org/W2148186262) no summary yet**Max Welling, Andriy Mnih, Geoffrey E. Hinton*2003 · 12 citations*

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