DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut. - Paul Couairon; Mustafa Shukor; Jean-Emmanuel Haugeard; Matthieu Cord; Nicolas Thome (NeurIPS, 2024)

FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. - Barbara Toniella Corradini; Mustafa Shukor; Paul Couairon; Guillaume Couairon; Franco Scarselli; Matthieu Cord (CoRR, 2024)

Zero-Shot Image Segmentation via Recursive Normalized Cut on Diffusion Features. - Paul Couairon; Mustafa Shukor; Jean-Emmanuel Haugeard; Matthieu Cord; Nicolas Thome (CoRR, 2024)

VidEdit: Zero-Shot and Spatially Aware Text-Driven Video Editing. - Paul Couairon; Clément Rambour; Jean-Emmanuel Haugeard; Nicolas Thome (Trans. Mach. Learn. Res., 2024)

JAFAR: Jack up Any Feature at Any Resolution. - Paul Couairon; Loïck Chambon; Louis Serrano; Jean-Emmanuel Haugeard; Matthieu Cord; Nicolas Thome (CoRR, 2025)

ViLU: Learning Vision-Language Uncertainties for Failure Prediction. - Marc Lafon; Yannis Karmim; Julio Silva-Rodríguez; Paul Couairon; Clément Rambour; Raphaël Fournier-S'niehotta; Ismail Ben Ayed; Jose Dolz; Nicolas Thome (CoRR, 2025)