Overlapping Visual Grouping Without Semantic Priors

arXiv:2609.27423 · cs.CV · Submitted 2026-09-23 · Read on arXiv

cs.CV

Submitted: 2026-09-23

Updated: 2026-09-23

Code: https://github.com/tjsauk/dpg-overlapping-visual-grouping

Terminology

• RAG — 40× in this paper · explained in 3 episodes
• Consistency — 9× in this paper · explained in 3 episodes
• Accuracy — 3× in this paper · explained in 1 episode
• Domain Parent Grouping — 2× in this paper
• Adaptability — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Core — 1× in this paper · explained in 2 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• F1 Score — 1× in this paper · explained in 3 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Ontology — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• Image Segmentation in Foundation Model Era: A Survey
• W-Net: A Deep Model for Fully Unsupervised Image Segmentation

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