Tobias Hinz
Tobias Hinz
Adobe Research
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Title
Cited by
Cited by
Year
Speeding up the hyperparameter optimization of deep convolutional neural networks
T Hinz, N Navarro-Guerrero, S Magg, S Wermter
International Journal of Computational Intelligence and Applications 17 (02 …, 2018
732018
Generating Multiple Objects at Spatially Distinct Locations
T Hinz, S Heinrich, S Wermter
International Conference on Learning Representations, 2019
572019
Semantic Object Accuracy for Generative Text-to-Image Synthesis
T Hinz, S Heinrich, S Wermter
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
272020
Improved techniques for training single-image gans
T Hinz, M Fisher, O Wang, S Wermter
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
142021
Evaluating defensive distillation for defending text processing neural networks against adversarial examples
M Soll, T Hinz, S Magg, S Wermter
International Conference on Artificial Neural Networks, 685-696, 2019
112019
The effects of regularization on learning facial expressions with convolutional neural networks
T Hinz, P Barros, S Wermter
International Conference on Artificial Neural Networks, 80-87, 2016
82016
Inferencing based on unsupervised learning of disentangled representations
T Hinz, S Wermter
European Symposium on Artificial Neural Networks, 2018
62018
Adversarial text-to-image synthesis: A review
S Frolov, T Hinz, F Raue, J Hees, A Dengel
arXiv preprint arXiv:2101.09983, 2021
52021
Image generation and translation with disentangled representations
T Hinz, S Wermter
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
52018
Crossmodal language grounding in an embodied neurocognitive model
S Heinrich, Y Yao, T Hinz, Z Liu, T Hummel, M Kerzel, C Weber, ...
Frontiers in Neurorobotics 14, 2020
32020
Bootstrapping knowledge graphs from images and text
J Mao, Y Yao, S Heinrich, T Hinz, C Weber, S Wermter, Z Liu, M Sun
Frontiers in neurorobotics 13, 93, 2019
32019
A Robotic Home Assistant with Memory Aid Functionality
I Wieser, S Toprak, A Grenzing, T Hinz, S Auddy, EC Karaoğuz, ...
Joint German/Austrian Conference on Artificial Intelligence (Künstliche …, 2016
22016
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing
T Hinz, M Fisher, O Wang, E Shechtman, S Wermter
arXiv preprint arXiv:2102.03141, 2021
2021
Disentanglement, Compositionality, Specification: Representation Learning with Generative Adversarial Networks
T Hinz
Staats-und Universitätsbibliothek Hamburg Carl von Ossietzky, 2021
2021
An Evolutionary Approach to Optimize the Hyperparameters of Convolutional Neural Networks
T Hinz
Universität Hamburg, Fachbereich Informatik, 2016
2016
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Articles 1–15