Amelie Royer

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Gray Scale Images

Word Similarity

Multitask Learning

Top Venues

Publications

Babak Ehteshami Bejnordi, Gaurav Kumar, Amelie Royer, Christos Louizos, Tijmen Blankevoort, Mohsen Ghafoorian
InterroGate: Learning to Share, Specialize, and Prune Representations for Multi-task Learning. CoRR (2024)
Benjamin Bergner, Andrii Skliar, Amelie Royer, Tijmen Blankevoort, Yuki M. Asano, Babak Ehteshami Bejnordi
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding. CoRR (2024)
Amelie Royer, Ilia Karmanov, Andrii Skliar, Babak Ehteshami Bejnordi, Tijmen Blankevoort
Revisiting Single-gated Mixtures of Experts. CoRR (2023)
Amelie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi
Scalarization for Multi-Task and Multi-Domain Learning at Scale. NeurIPS (2023)
Amelie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi
Scalarization for Multi-Task and Multi-Domain Learning at Scale. CoRR (2023)
Jakob Drachmann Havtorn, Amelie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi
MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers. CoRR (2023)
Amelie Royer, Ilia Karmanov, Andrii Skliar, Babak Ehteshami Bejnordi, Tijmen Blankevoort
Revisiting single-gated Mixtures of Experts. BMVC (2022)
Amelie Royer, Christoph H. Lampert
Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios. CoRR (2020)
Amelie Royer, Christoph H. Lampert
A Flexible Selection Scheme for Minimum-Effort Transfer Learning. CoRR (2020)
Amelie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, Kevin Murphy
XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings. CoRR (2017)
Amelie Royer, Alexander Kolesnikov, Christoph H. Lampert
Probabilistic Image Colorization. BMVC (2017)
Amelie Royer, Alexander Kolesnikov, Christoph H. Lampert
Probabilistic Image Colorization. CoRR (2017)
Amelie Royer, Guillaume Gravier, Vincent Claveau
Audio word similarity for clustering with zero resources based on iterative HMM classification. ICASSP (2016)
Amelie Royer, Christoph H. Lampert
Classifier adaptation at prediction time. CVPR (2015)