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Katherine Xu

3 accepted papers

2026

SAM 3: Segment Anything with Concepts

ICLR 2026poster

We present Segment Anything Model (SAM) 3, a unified model that detects, segments, and tracks objects in images and videos based on concept prompts, which we define as either short noun phrases (e.g., “yellow school bus”), image exemplars, or a combination of both. Promptable Concept Segmentation (P…

Cited by 687SourcecodeScholar
2026

Vibe Spaces for Creatively Connecting and Expressing Visual Concepts

CVPR 2026

Creating new visual concepts often requires connecting distinct ideas through their most relevant shared attributes--their vibe. We introduce Vibe Blending, a novel task for generating coherent and meaningful hybrids that reveals these shared attributes between images. Achieving such blends is chall

Cited by 0SourcecodeScholar