Amal Rannen-Triki
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Topic Modeling, Stochastic Gradient Optimization Techniques, Multimodal Machine Learning Applications, Neural Networks and Applications
Most-Cited Works
- → Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union(2023)9 cited
- → NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research(2022)3 cited
- → On the Role of Optimization in Double Descent: A Least Squares Study(2021)3 cited
- → Towards Compute-Optimal Transfer Learning(2023)2 cited
- → Function Norms for Neural Networks(2019)2 cited
- → Towards Robust and Efficient Continual Language Learning(2023)1 cited
- → Mind the Graph When Balancing Data for Fairness or Robustness(2024)1 cited
- → Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models(2024)1 cited