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cs.CV2026
Toward Semantic-Agnostic and Shape-Aware Vision-Language Segmentation Models
Corentin Seutin, Mohamed Amine Ettaki, Michaël Clément +2
Vision-language segmentation models have recently achieved strong performance by leveraging high-level semantic object categories expressed in natural language. However, this seman…
cs.CV2026
H-SPAM: Hierarchical Superpixel Anything Model
Julien Walther, Rémi Giraud, Michaël Clément
Superpixels offer a compact image representation by grouping pixels into coherent regions. Recent methods have reached a plateau in terms of segmentation accuracy by generating noi…