Publications
Peer-reviewed publications
- Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling. Etienne Bennequin, Myriam Tami, Antoine Toubhans, and Céline Hudelot. Workshop on Vision Datasets Understanding, CVPR 2022.
- Check out our interactive project page!
- Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift. Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, and Céline Hudelot. ECML-PKDD 2021.
Just sharing
Meta-learning algorithms for few-shot computer vision. Etienne Bennequin. Internship Report. 2019.
Learning to Communicate in Multi-Agent Reinforcement Learning : A Review. Salah Zaïem and Etienne Bennequin. Student Review. 2019.