Alexandre Ramé

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion

Arthur Douillard, Alexandre Ramé, Guillaume Couairon et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 301 citations · Full text

Gemma 2: Improving Open Language Models at a Practical Size

Gemma Team, Morgane Rivière, Shreya Pathak et al. · arXiv (Cornell University) · 2024 · 125 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +24

Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction

Charles Corbière, Hedi Ben-younes, Alexandre Ramé et al. · 2017 · 99 citations · Full text

Engineering, Machine Learning, Object Categorization +22

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks

Alexandre Ramé, Rémy Sun, Matthieu Cord · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 38 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +16

Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization

Alexandre Ramé, Corentin Dancette, Matthieu Cord · arXiv (Cornell University) · 2021 · 25 citations · Full text

Engineering, Machine Learning, Domain Invariance +16