Dominik Zietlow

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Francesco LocatelloAssistant Professor, ISTAAdresse e-mail validée de ista.ac.at
Georg MartiusUniversity of Tübingen and Max Planck Institute for Intelligent SystemsAdresse e-mail validée de uni-tuebingen.de
Max HornApplied Scientist in Causal Representation Learning, Amazon AWS AIAdresse e-mail validée de amazon.de
Michal RolínekQuant Finance, Second FoundationAdresse e-mail validée de second-foundation.eu
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHAdresse e-mail validée de tuebingen.mpg.de
Chris RussellAssociate Professor, University of OxfordAdresse e-mail validée de oii.ox.ac.uk
Thomas BroxUniversity of FreiburgAdresse e-mail validée de cs.uni-freiburg.de
Carl-Johann Simon-GabrielAmazon Web Services - Tübingen LabletAdresse e-mail validée de tue.mpg.de
Tianjun XiaoTesla AutopilotAdresse e-mail validée de pku.edu.cn
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics CampusAdresse e-mail validée de mpi-inf.mpg.de
Florian WenzelCTO/Co-founder at Mirelo AIAdresse e-mail validée de mirelo.ai
Michael LohausUniversity of TübingenAdresse e-mail validée de uni-tuebingen.de
Vít MusilAssistant Professor, Masaryk University, Brno, CzechiaAdresse e-mail validée de fi.muni.cz
Anselm PaulusPhD Student with IMPRS-IS @ MPI-IS TübingenAdresse e-mail validée de tuebingen.mpg.de
Paul SwobodaHeinrich-Heine Universität DüsseldorfAdresse e-mail validée de hhu.de
Matthäus KleindessnerAmazon AWS TübingenAdresse e-mail validée de amazon.com
Matthias KlingSLAC, Stanford UniversityAdresse e-mail validée de stanford.edu
Stefan KehrerReutlingen University; University of StuttgartAdresse e-mail validée de reutlingen-university.de
Qingcao LiuHarbin Institute of Technology at WeihaiAdresse e-mail validée de mpq.mpg.de
Sergey ZherebtsovFakultät für Physik, Ludwig-Maximilians-Universität München

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Dominik Zietlow

Lead Analyst, Second Foundation

Adresse e-mail validée de second-foundation.eu

quant finance asset optimization machine learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Variational autoencoders pursue pca directions (by accident) M Rolinek, D Zietlow, G Martius Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	187	2019
Bridging the gap to real-world object-centric learning M Seitzer, M Horn, A Zadaianchuk, D Zietlow, T Xiao, CJ Simon-Gabriel, ... arXiv preprint arXiv:2209.14860, 2022	133	2022
Deep graph matching via blackbox differentiation of combinatorial solvers M Rolínek, P Swoboda, D Zietlow, A Paulus, V Musil, G Martius Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020	120	2020
Assaying out-of-distribution generalization in transfer learning F Wenzel, A Dittadi, P Gehler, CJ Simon-Gabriel, M Horn, D Zietlow, ... Advances in Neural Information Processing Systems 35, 7181-7198, 2022	78	2022
Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers D Zietlow, M Lohaus, G Balakrishnan, M Kleindessner, F Locatello, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	61	2022
Demystifying Inductive Biases for (Beta-)VAE Based Architectures D Zietlow, M Rolinek, G Martius International Conference on Machine Learning 38, 2021	34	2021
Machine learning time-local generators of open quantum dynamics PP Mazza, D Zietlow, F Carollo, S Andergassen, G Martius, I Lesanovsky Physical Review Research 3 (2), 023084, 2021	28	2021
A data augmentation perspective on diffusion models and retrieval MF Burg, F Wenzel, D Zietlow, M Horn, O Makansi, F Locatello, C Russell arXiv, 2023	25	2023
Embrace the gap: VAEs perform independent mechanism analysis P Reizinger, L Gresele, J Brady, J Von Kügelgen, D Zietlow, B Schölkopf, ... Advances in Neural Information Processing Systems 35, 12040-12057, 2022	23	2022
Causal triplet: An open challenge for intervention-centric causal representation learning Y Liu, A Alahi, C Russell, M Horn, D Zietlow, B Schölkopf, F Locatello Conference on Causal Learning and Reasoning, 553-573, 2023	17	2023
Image retrieval outperforms diffusion models on data augmentation MF Burg, F Wenzel, D Zietlow, M Horn, O Makansi, F Locatello, C Russell arXiv preprint arXiv:2304.10253, 2023	14	2023
Object-centric multiple object tracking Z Zhao, J Wang, M Horn, Y Ding, T He, Z Bai, D Zietlow, CJ Simon-Gabriel, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023	11	2023
Observation of the quantum shift of a backward rescattering caustic by carrier-envelope phase mapping T Mizuno, N Ishii, T Kanai, P Rosenberger, D Zietlow, MF Kling, ... Physical Review A 103 (4), 043121, 2021	11	2021
All-optical spatio-temporal control of electron emission from SiO2 nanospheres with femtosecond two-color laser fields Q Liu, S Zherebtsov, L Seiffert, S Skruszewicz, D Zietlow, S Ahn, P Rupp, ... New journal of physics 21 (7), 073011, 2019	11	2019
Invgan: invertible gans P Ghosh, D Zietlow, MJ Black, LS Davis, X Hu DAGM German Conference on Pattern Recognition, 3-19, 2022	7	2022
Unsupervised Open-Vocabulary Object Localization in Videos K Fan, Z Bai, T Xiao, D Zietlow, M Horn, Z Zhao, CJ Simon-Gabriel, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023	6	2023
Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers. In 2022 IEEE D Zietlow, M Lohaus, G Balakrishnan, M Kleindessner, F Locatello, ... CVF Conference on Computer Vision and Pattern Recognition (CVPR), 10400-10411, 2022	6	2022
Self-tuning serverless task farming using proactive elasticity control S Kehrer, D Zietlow, J Scheffold, W Blochinger Cluster Computing 24, 799-817, 2021	6	2021
Inferring Markovian quantum master equations of few-body observables in interacting spin chains F Carnazza, F Carollo, D Zietlow, S Andergassen, G Martius, ... New Journal of Physics 24 (7), 073033, 2022	5	2022
Clearing the Path for Truly Semantic Representation Learning D Zietlow, M Rolinek, G Martius

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