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Amélie Royer
Amélie Royer
Staff Engineer, Qualcomm AI Research Netherlands
Bestätigte E-Mail-Adresse bei ist.ac.at - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Knowledge distillation: A good teacher is patient and consistent
L Beyer, X Zhai, A Royer, L Markeeva, R Anil, A Kolesnikov
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1952022
Xgan: Unsupervised image-to-image translation for many-to-many mappings
A Royer, K Bousmalis, S Gouws, F Bertsch, I Mosseri, F Cole, K Murphy
Domain Adaptation for Visual Understanding, 33-49, 2020
1492020
Classifier adaptation at prediction time
A Royer, CH Lampert
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
712015
Probabilistic image colorization
A Royer, A Kolesnikov, CH Lampert
arXiv preprint arXiv:1705.04258, 2017
492017
A flexible selection scheme for minimum-effort transfer learning
A Royer, C Lampert
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
122020
Knowledge distillation: A good teacher is patient and consistent. In 2022 IEEE
L Beyer, X Zhai, A Royer, L Markeeva, R Anil, A Kolesnikov
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 10915-10924, 2022
52022
Multiple-environment markov decision processes: Efficient analysis and applications
K Chatterjee, M Chmelík, D Karkhanis, P Novotný, A Royer
Proceedings of the International Conference on Automated Planning and …, 2020
52020
Scalarization for multi-task and multi-domain learning at scale
A Royer, T Blankevoort, B Ehteshami Bejnordi
Advances in Neural Information Processing Systems 36, 2024
22024
Localizing grouped instances for efficient detection in low-resource scenarios
A Royer, C Lampert
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
22020
Aide à la conception et vérification de spécifications formelles de protocoles cryptographiques
A Trieu, ARA Chatalic, B Tessiau, LSS Kachanovich
Univ. Rennes, Rennes, France, Tech. Rep 1, 2014
22014
Audio word similarity for clustering with zero resources based on iterative HMM classification
A Royer, G Gravier, V Claveau
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
12016
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding
B Bergner, A Skliar, A Royer, T Blankevoort, Y Asano, BE Bejnordi
arXiv preprint arXiv:2402.16844, 2024
2024
InterroGate: Learning to Share, Specialize, and Prune Representations for Multi-task Learning
BE Bejnordi, G Kumar, A Royer, C Louizos, T Blankevoort, M Ghafoorian
arXiv preprint arXiv:2402.16848, 2024
2024
GatedMTL: Learning to Share, Specialize, and Prune Representations for Multi-task Learning
BE Bejnordi, G Kumar, A Royer, C Louizos, T Blankevoort, M Ghafoorian
2023
MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers
J Drachmann Havtorn, A Royer, T Blankevoort, B Ehteshami Bejnordi
arXiv e-prints, arXiv: 2307.02321, 2023
2023
Revisiting Single-gated Mixtures of Experts
A Royer, I Karmanov, A Skliar, BE Bejnordi, T Blankevoort
arXiv preprint arXiv:2304.05497, 2023
2023
MSViT: Dynamic Mixed-scale Tokenization for Vision Transformers
JD Havtorn, A Royer, T Blankevoort, BE Bejnordi
Proceedings of the IEEE/CVF International Conference on Computer Vision, 838-848, 2023
2023
Semantically-consistent image style transfer
S Gouws, F Bertsch, K Bousmalis, A Royer, KP Murphy
US Patent 11,380,034, 2022
2022
Leveraging structure in Computer Vision tasks for flexible Deep Learning models
A Royer
Institute of Science and Technology Austria, Klosterneuburg, Austria, 2020
2020
Using traffic data in the UK to model aspects of the road network
S Avvakumov, M Iglesias, A Royer, J Steiner
2016
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