MW
Max Welling
cs.LGstat.MLcs.CVcs.AIcs.NEcs.CRstat.COAlgorithmsNeural Networks, Computerq-bio.NC
On Valency
published · living versionsW_d722f379·v1 · currentpublished
Semi-Supervised Learning with Deep Generative Models
with Diederik P. Kingma, Danilo J. Rezende, Shakir Mohamed
1 version
Preprints & journals
251 papers in the corpus · 2001–2026Protect Your Score: Contact Tracing With Differential Privacy Guarantees2312.11581v3 · Rob Romijnders, Christos Louizos, Yuki M. Asano et al.2023 · 4 citationsarXiv
DNA: Differentially private Neural Augmentation for contact tracing2404.13381v2 · Rob Romijnders, Christos Louizos, Yuki M. Asano et al.2024 · 0 citationsarXiv
AVQ-Attention: Adaptive Vector-Quantized Attention2607.12789v1 · Winfried van den dool, Patrick Forr'e, Amir Habibian et al.2026 · 0 citationsarXiv
Discovering and decoding latent mean-field structure with variational autoencoders2606.08694v1 · Marco Biroli, Max Welling, Vincenzo Vitelli2026 · 0 citationsarXiv
Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models2606.04822v1 · Dario Rancati, Max Welling, Francesco Locatello2026 · 0 citationsarXiv
Krause Synchronization Transformers2602.11534v4 · Jingkun Liu, Yisong Yue, Max Welling et al.2026 · 0 citationsarXiv
(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models2604.16429v3 · Maksim Zhdanov, Ana Lucic, Max Welling et al.2026 · 0 citationsarXiv
BaLoRA: Bayesian Low-Rank Adaptation of Large Scale Models2605.08110v1 · Dario Coscia, Sindy Lowe, Max Welling2026 · 0 citationsarXiv
Kernel-Gradient Drifting Models2605.10727v1 · Maria Esteban-Casadevall, Jorge Carrasco-Pollo, Max Welling et al.2026 · 0 citationsarXiv
Purrception: Variational Flow Matching for Vector-Quantized Image Generation2510.01478v4 · Razvan-Andrei Matisan, Vincent Tao Hu, Grigory Bartosh et al.2025 · 0 citationsarXiv
Unsupervised Representation Learning from Sparse Transformation Analysis2410.05564v3 · Yue Song, Thomas Anderson Keller, Yisong Yue et al.2024 · 0 citationsarXiv
Langevin Flows for Modeling Neural Latent Dynamics2507.11531v2 · Yue Song, T. Anderson Keller, Yisong Yue et al.2025 · 0 citationsarXiv
Kuramoto Orientation Diffusion Models2509.15328v3 · Yue Song, T. Anderson Keller, Sevan Brodjian et al.2025 · 0 citationsarXiv
Unsupervised Representation Learning From Sparse Transformation Analysis.41428905 · Song, Yue, Keller, T Anderson, Yue, Yisong et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(4):4539-4552
A Spatiotemporal Perspective on Dynamical Computation in Neural Information Processing Systems.41675349 · Keller, T Anderson, Muller, Lyle, Sejnowski, Terrence J et al.2026 · 3 citationsArXiv. 2026
Robust Stochastic Gradient Posterior Sampling with Lattice Based Discretisation2602.15925v1 · Zier Mensch, Lars Holdijk, Samuel Duffield et al.2026 · 0 citationsarXiv
Categorical Flow Maps2602.12233v1 · Daan Roos, Oscar Davis, Floor Eijkelboom et al.2026 · 0 citationsarXiv
Private PoEtry: Private In-Context Learning via Product of Experts2602.05012v1 · Rob Romijnders, Mohammad Mahdi Derakhshani, Jonathan Petit et al.2026 · 0 citationsarXiv
A Spatiotemporal Perspective on Dynamical Computation in Neural Information Processing Systems2409.13669v2 · T. Anderson Keller, Lyle Muller, Terrence J. Sejnowski et al.2024 · 3 citationsarXiv
BLIPs: Bayesian Learned Interatomic Potentials2508.14022v2 · Dario Coscia, Pim de Haan, Max Welling2025 · 0 citationsarXiv
Adaptive Mesh-Quantization for Neural PDE Solvers2511.18474v1 · Winfried van den Dool, Maksim Zhdanov, Yuki M. Asano et al.2025 · 0 citationsarXiv
Learned free-energy functionals from pair-correlation matching for dynamical density functional theory.41250515 · Ram, Karnik, Dijkman, Jacobus, van Roij, René et al.2025 · 4 citationsPhysical review. E. 2025;112(4-2):045314
Accelerating scientific discovery with the common task framework2511.04001v1 · J. Nathan Kutz, Peter Battaglia, Michael Brenner et al.2025 · 0 citationsarXiv
Learned Free-Energy Functionals from Pair-Correlation Matching for Dynamical Density Functional Theory2505.09543v3 · Karnik Ram, Jacobus Dijkman, Ren'e van Roij et al.2025 · 4 citationsarXiv
Controlled Generation with Equivariant Variational Flow Matching2506.18340v3 · Floor Eijkelboom, Heiko Zimmermann, Sharvaree Vadgama et al.2025 · 0 citationsarXiv
Publisher Correction: Scientific discovery in the age of artificial intelligence.37648871 · Wang, Hanchen, Fu, Tianfan, Du, Yuanqi et al.2025 · 19 citationsNature. 2023;621(7978):E33
Variational Flow Matching for Graph Generation2406.04843v2 · Floor Eijkelboom, Grigory Bartosh, Christian Andersson Naesseth et al.2024 · 4 citationsarXiv
BARNN: A Bayesian Autoregressive and Recurrent Neural Network2501.18665v2 · Dario Coscia, Max Welling, Nicola Demo et al.2025 · 1 citationarXiv
Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems2502.17019v2 · Maksim Zhdanov, Max Welling, Jan-Willem van de Meent2025 · 0 citationsarXiv
A foundation model for the Earth system.40399684 · Bodnar, Cristian, Bruinsma, Wessel P, Lucic, Ana et al.2025 · 245 citationsNature. 2025;641(8065):1180-1187
Artificial Kuramoto Oscillatory Neurons2410.13821v3 · Takeru Miyato, Sindy Lowe, Andreas Geiger et al.2024 · 0 citationsarXiv
Learning Neural Free-Energy Functionals with Pair-Correlation Matching2403.15007v4 · Jacobus Dijkman, Marjolein Dijkstra, Ren'e van Roij et al.2024 · 20 citationsPhys. Rev. Lett. 134, 056103 - Published 7 February, 2025
Image segmentation with traveling waves in an exactly solvable recurrent neural network.39752524 · Liboni, Luisa H B, Budzinski, Roberto C, Busch, Alexandra N et al.2025 · 11 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(1):e2321319121
Structure-based drug design with equivariant diffusion models.39653846 · Schneuing, Arne, Harris, Charles, Du, Yuanqi et al.2024 · 329 citationsNature computational science. 2024;4(12):899-909
A Foundation Model for the Earth System2405.13063v3 · Cristian Bodnar, Wessel P. Bruinsma, Ana Lucic et al.2024 · 245 citationsarXiv
GUD: Generation with Unified Diffusion2410.02667v1 · Mathis Gerdes, Max Welling, Miranda C. N. Cheng2024 · 0 citationsarXiv
Structure-based Drug Design with Equivariant Diffusion Models2210.13695v3 · Arne Schneuing, Charles Harris, Yuanqi Du et al.2022 · 329 citationsarXiv
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI2402.00809v5 · Theodore Papamarkou, Maria Skoularidou, Konstantina Palla et al.2024 · 8 citationsarXiv
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers2310.10375v3 · Takeru Miyato, Bernhard Jaeger, Max Welling et al.2023 · 0 citationsarXiv
Traveling Waves Encode the Recent Past and Enhance Sequence Learning2309.08045v2 · T. Anderson Keller, Lyle Muller, Terrence Sejnowski et al.2023 · 10 citationsarXiv
Binding Dynamics in Rotating Features2402.05627v1 · Sindy Lowe, Francesco Locatello, Max Welling2024 · 0 citationsarXiv
Perspectives on the State and Future of Deep Learning - 20232312.09323v3 · Micah Goldblum, Anima Anandkumar, Richard Baraniuk et al.2023 · 4 citationsarXiv
Image segmentation with traveling waves in an exactly solvable recurrent neural network2311.16943v1 · Luisa H. B. Liboni, Roberto C. Budzinski, Alexandra N. Busch et al.2023 · 11 citationsarXiv
Learning Likelihoods with Conditional Normalizing Flows1912.00042v2 · Christina Winkler, Daniel Worrall, Emiel Hoogeboom et al.2019 · 55 citationsarXiv
Lie Point Symmetry and Physics Informed Networks2311.04293v1 · Tara Akhound-Sadegh, Laurence Perreault-Levasseur, Johannes Brandstetter et al.2023 · 7 citationsarXiv
Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schr\"odinger Equation2307.07050v3 · Kirill Neklyudov, Jannes Nys, Luca Thiede et al.2023 · 3 citationsarXiv
Rotating Features for Object Discovery2306.00600v2 · Sindy Lowe, Phillip Lippe, Francesco Locatello et al.2023 · 4 citationsarXiv
Flow Factorized Representation Learning2309.13167v1 · Yue Song, T. Anderson Keller, Nicu Sebe et al.2023 · 0 citationsarXiv
Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes2309.05477v1 · Tim Bakker, Herke van Hoof, Max Welling2023 · 0 citationsarXiv
Efficient Neural PDE-Solvers using Quantization Aware Training2308.07350v1 · Winfried van den Dool, Tijmen Blankevoort, Max Welling et al.2023 · 1 citationarXiv
Career total: 495 works. 251 are in this corpus.Showing the 50 most recent.
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