Royer, Amelie
- MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers
2023/07/05 by Jakob D. Havtorn, Havtorn, Jakob Drachmann, Amélie Royer +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding
2024/02/26 by Benjamin Bergner, Andrii Skliar, Bergner, Benjamin +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Scalarization for Multi-Task and Multi-Domain Learning at Scale
2023/10/13 by Amélie Royer, Tijmen Blankevoort, Royer, Amelie +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Seismology and Earthquake Studies
- Revisiting Single-gated Mixtures of Experts
2023/04/11 by Amélie Royer, Royer, Amelie, Ilia Karmanov +7 · 3 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #SARS-CoV-2 detection and testing
- InterroGate: Learning to Share, Specialize, and Prune Representations for Multi-task Learning
2024/02/26 by Bejnordi, Babak Ehteshami, Kumar, Gaurav, Royer, Amelie +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)