Nicolas Thome

Boosting Visual Instruction Tuning with Self-Supervised Guidance

arXiv 2026

JAFAR: Jack up Any Feature at Any Resolution

jafar-jack-up-any-feature-at-any-resolution

DIP: Unsupervised Dense In-Context Post-training of Visual Representations

ICCV 2025

NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering

arXiv 2025

DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut

arXiv 2024

Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection

arXiv 2023

Matthieu Cord

Paul Couairon

Andrei Bursuc

Jean-Emmanuel Haugeard

Loick Chambon

Sophia Sirko-Galouchenko

Spyros Gidaris

Alexandre Boulch

Antonin Vobecky

Clément Rambour