Patrick Putzky

Researcher, Research, Merantix Momentum

Joined

October 2016

Names

Patrick Putzky (Preferred)

Emails

****@gmail.com (Confirmed)

****@googlemail.com (Confirmed)

****@uva.nl (Confirmed)

****@tuebingen.mpg.de (Confirmed)

****@merantix-momentum.com (Confirmed)

Personal Links

Career & Education History

Researcher

Research, Merantix Momentum (merantix-momentum.com)

2024 – Present

Postdoc

Empirical Inference, Max Planck Institute for Intelligent Systems, Max-Planck Institute (tuebingen.mpg.de)

2020 – 2023

PhD student

Informatics Institute, University of Amsterdam (uva.nl)

2015 – 2023

Advisors, Relations & Conflicts

Family

Mijung Park

2014 – Present

Postdoc Advisor

Sergios Gatidis

2020 – 2023

PhD Advisor

Matthan W. A. Caan

2017 – 2023

PhD Advisor

Max Welling

2015 – 2023

Expertise

LLMs

Model Compression

Structured Pruning

Quantization

2024 – Present

Inverse Problems

Machine Learning

Deep Learning

2015 – 2023

Publications

Choose Your Model Size: Any Compression of Large Language Models Without Re-Computation
Martin Genzel, Patrick Putzky, Pengfei Zhao, Sebastian Schulze, Mattes Mollenhauer, Robert Seidel, Stefan Dietzel, Thomas Wollmann
- Accepted by TMLR
- Readers: Everyone
Compressing Large Language Models to Any Size Without Re-Computation
Martin Genzel, Patrick Putzky, Pengfei Zhao, Sebastian Schulze, Mattes Mollenhauer, Robert Seidel, Stefan Dietzel, Thomas Wollmann
- ES-FoMo III
- Readers: Everyone
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge
Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring et al. (21 additional authors not shown)
- 2021 (modified: 16 Nov 2022)
- MLMIR@MICCAI 2021
- Readers: Everyone
Invert to Learn to Invert
Patrick Putzky, Max Welling
- NeurIPS 2019
- Readers: Everyone
i-RIM applied to the fastMRI challenge
Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling
- CoRR 2019
- Readers: Everyone
Recurrent inference machines for reconstructing heterogeneous MRI data
Kai Lønning, Patrick Putzky, Jan-Jakob Sonke, Liesbeth Reneman, Matthan W. A. Caan, Max Welling
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- Medical Image Anal. 2019
- Readers: Everyone
Recurrent Inference Machines for Solving Inverse Problems
Patrick Putzky, Max Welling
- CoRR 2017
- Readers: Everyone
A Bayesian model for identifying hierarchically organised states in neural population activity
Patrick Putzky, Florian Franzen, Giacomo Bassetto, Jakob H. Macke
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone

Co-Authors

View all 53 co-authors