Synthesizing 3D Abstractions by Inverting Procedural Buildings with Transformers

Authors: Dax, Maximilian, Berbel, Jordi, Stria, Jan, Guibas, Leonidas, Bergmann, Urs

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.17044

Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels

Authors: Gebhard, Timothy D., Wildberger, Jonas, Dax, Maximilian, Kofler, Annalena, Angerhausen, Daniel, Quanz, Sascha P., Schölkopf, Bernhard

Source: A&A 693, A42 (2025)

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Earth and Planetary Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.21477

Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation

Authors: Starostin, Vladimir, Dax, Maximilian, Gerlach, Alexander, Hinderhofer, Alexander, Tejero-Cantero, Álvaro, Schreiber, Frank

Subject Terms: Physics - Applied Physics, Condensed Matter - Soft Condensed Matter, Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2407.18648

Real-time gravitational-wave inference for binary neutron stars using machine learning

Authors: Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Gupte, Nihar, Pürrer, Michael, Raymond, Vivien, Wildberger, Jonas, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.09602

Evidence for eccentricity in the population of binary black holes observed by LIGO-Virgo-KAGRA

Authors: Gupte, Nihar, Ramos-Buades, Antoni, Buonanno, Alessandra, Gair, Jonathan, Miller, M. Coleman, Dax, Maximilian, Green, Stephen R., Pürrer, Michael, Wildberger, Jonas, Macke, Jakob, Romero-Shaw, Isobel M., Schölkopf, Bernhard

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - High Energy Astrophysical Phenomena

Access URL: http://arxiv.org/abs/2404.14286

Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling

Authors: Gebhard, Timothy D., Wildberger, Jonas, Dax, Maximilian, Angerhausen, Daniel, Quanz, Sascha P., Schölkopf, Bernhard

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Earth and Planetary Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2312.08295

Applications of Deep Learning to physics workflows

Authors: Agarwal, Manan, Alameda, Jay, Audenaert, Jeroen, Benoit, Will, Beveridge, Damon, Bhattacharya, Meghna, Chatterjee, Chayan, Chatterjee, Deep, Chen, Andy, Cholayil, Muhammed Saleem, Chou, Chia-Jui, Choudhary, Sunil, Coughlin, Michael, Dax, Maximilian, Desai, Aman, Di Luca, Andrea, Duarte, Javier Mauricio, Farrell, Steven, Feng, Yongbin, Goodarzi, Pooyan, Govorkova, Ekaterina, Graham, Matthew, Guiang, Jonathan, Gunny, Alec, Guo, Weichangfeng, Hakenmueller, Janina, Hawks, Ben, Hsu, Shih-Chieh, Jawahar, Pratik, Ju, Xiangyang, Katsavounidis, Erik, Kellis, Manolis, Khoda, Elham E, Lahbabi, Fatima Zahra, Lian, Van Tha Bik, Liu, Mia, Malanchev, Konstantin, Marx, Ethan, McCormack, William Patrick, McLeod, Alistair, Mo, Geoffrey, Moreno, Eric Anton, Muthukrishna, Daniel, Narayan, Gautham, Naylor, Andrew, Neubauer, Mark, Norman, Michael, Omer, Rafia, Pedro, Kevin, Peterson, Joshua, Pürrer, Michael, Raikman, Ryan, Raj, Shivam, Ricker, George, Robbins, Jared, Samani, Batool Safarzadeh, Scholberg, Kate, Schuy, Alex, Skliris, Vasileios, Soni, Siddharth, Sravan, Niharika, Sutton, Patrick, Villar, Victoria Ashley, Wang, Xiwei, Wen, Linqing, Wuerthwein, Frank, Yang, Tingjun, Yeh, Shu-Wei

Subject Terms: High Energy Physics - Experiment, Astrophysics - High Energy Astrophysical Phenomena, General Relativity and Quantum Cosmology

Access URL: http://arxiv.org/abs/2306.08106

Flow Matching for Scalable Simulation-Based Inference

Authors: Dax, Maximilian, Wildberger, Jonas, Buchholz, Simon, Green, Stephen R., Macke, Jakob H., Schölkopf, Bernhard

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.17161

Adapting to noise distribution shifts in flow-based gravitational-wave inference

Authors: Wildberger, Jonas, Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Pürrer, Michael, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2211.08801

Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference

Authors: Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Pürrer, Michael, Wildberger, Jonas, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard

Source: Phys. Rev. Lett. 130, 171403 (2023)

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2210.05686

Group equivariant neural posterior estimation

Authors: Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Deistler, Michael, Schölkopf, Bernhard, Macke, Jakob H.

Source: ICLR 2022

Subject Terms: Computer Science - Machine Learning, Astrophysics - Instrumentation and Methods for Astrophysics, General Relativity and Quantum Cosmology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2111.13139

Real-time gravitational-wave science with neural posterior estimation

Authors: Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard

Source: Phys.Rev.Lett. 127, 241103 (2021)

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2106.12594

Dispersive analysis of the Primakoff reaction $\gamma K \to K \pi$

Authors: Dax, Maximilian, Stamen, Dominik, Kubis, Bastian

Source: Eur. Phys. J. C 81 (2021) 221

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Experiment, Nuclear Theory

Access URL: http://arxiv.org/abs/2012.04655

Explicitly Modeled Attention Maps for Image Classification

Authors: Tan, Andong, Nguyen, Duc Tam, Dax, Maximilian, Nießner, Matthias, Brox, Thomas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2006.07872

DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision

Authors: Nguyen, Duc Tam, Dax, Maximilian, Mummadi, Chaithanya Kumar, Ngo, Thi Phuong Nhung, Nguyen, Thi Hoai Phuong, Lou, Zhongyu, Brox, Thomas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/1909.13055

Quark-mass dependence in $\omega\to3\pi$ decays

Authors: Dax, Maximilian, Isken, Tobias, Kubis, Bastian

Source: Eur. Phys. J. C78 (2018) 859

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Lattice, Nuclear Theory

Access URL: http://arxiv.org/abs/1808.08957

Real-time inference for binary neutron star mergers using machine learning.

Authors: Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Gupte, Nihar, Pürrer, Michael, Raymond, Vivien, Wildberger, Jonas, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard

Source: Nature; Mar2025, Vol. 639 Issue 8053, p49-53, 5p

Do salespeople matter in competitive tenders?

Authors: Dax, Maximilian, Tyssen, Eva Katharina, Schmitz, Christian, Ganesan, Shankar

Source: The Journal of Personal Selling and Sales Management, 2019 Dec 01. 39(4), 370-385.

Access URL: https://www.jstor.org/stable/26855815

Cross-Selling in Key Account Relationships: How Customer- and Product-Centered Key Account Management Approaches Affect Cross-Selling Success
American Marketing Association Winter academic conference, AMA

Authors: Dax, Maximilian, Haumann, Till, Hada, Mahima, Schmitz, Christian

Source: AMA educators proceedings. 31:SMP-4

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606473732&indx=1&recIds=ETOCCN606473732

Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference

Authors: Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Pürrer, Michael, Wildberger, Jonas, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard

Source: Physical review letters. 130(17):171403-171403

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN632291703&indx=1&recIds=ETOCRN632291703