Alexandre Ramé
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Topic Modeling
Most-Cited Works
- → DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion(2022)307 cited
- → Gemma 2: Improving Open Language Models at a Practical Size(2024)127 cited
- → Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction(2017)99 cited
- → MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks(2021)38 cited
- → Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization(2021)25 cited
- → DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial\n Estimation(2021)23 cited
- → MedGemma Technical Report(2025)20 cited
- → OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation(2018)10 cited