Quentin Bouniot

6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (3) CVPR (1) ECCV (1) WACV (1)

Top co-authors

Amaury Habrard (3) Romaric Audigier (3) Angélique Loesch (3) Florence d'Alché-Buc (2) Pavlo Mozharovskyi (2) Ievgen Redko (2) Markus Heinonen (1) Oliver Struckmeier (1) Karol Arndt (1) Jayneel Parekh (1)

Keywords

semi-supervised learning (1) few-shot learning (1) object detection (1) optimal transport (1) affine transformation (1) student-teacher architecture (1) deep learning architecture (1) neural network (1) deformable detr (1) non-linearity measurement (1)

Papers

From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport CVPR 2025

Tailoring Mixup to Data for Calibration ICLR 2025

Restyling Unsupervised Concept Based Interpretable Networks with Generative Models ICLR 2025

Proposal-Contrastive Pretraining for Object Detection from Fewer Data ICLR 2023

Towards Few-Annotation Learning for Object Detection: Are Transformer-Based Models More Efficient? WACV 2023

Improving Few-Shot Learning through Multi-task Representation Learning Theory ECCV 2022