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Dominik Zietlow
Dominik Zietlow
Second Foundation
Bestätigte E-Mail-Adresse bei second-foundation.eu
Titel
Zitiert von
Zitiert von
Jahr
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
1812019
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
1182022
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
1162020
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
702022
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
592022
Demystifying Inductive Biases for (Beta-)VAE Based Architectures
D Zietlow, M Rolinek, G Martius
International Conference on Machine Learning 38, 2021
342021
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
262021
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
232023
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
222022
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
162023
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
122019
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
112021
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
102023
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
82023
Invgan: invertible gans
P Ghosh, D Zietlow, MJ Black, LS Davis, X Hu
DAGM German Conference on Pattern Recognition, 3-19, 2022
72022
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
62023
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
62022
Self-tuning serverless task farming using proactive elasticity control
S Kehrer, D Zietlow, J Scheffold, W Blochinger
Cluster Computing 24, 799-817, 2021
62021
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
42022
Clearing the Path for Truly Semantic Representation Learning
D Zietlow, M Rolinek, G Martius
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