Segment Anything without Supervision

Feb-18-2026, 19:07:07 GMT–Neural Information Processing Systems

The Segmentation Anything Model (SAM) requires labor-intensive data labeling. We present Unsupervised SAM (UnSAM) for promptable and automatic whole-image segmentation that does not require human annotations.

large language model, machine learning, segmentation, (20 more...)

Neural Information Processing Systems

Feb-18-2026, 19:07:07 GMT

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- Europe > Switzerland
  - Zürich > Zürich (0.14)
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- Research Report > Experimental Study (0.93)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Statistical Learning (0.68)
    - Natural Language > Large Language Model (0.47)
    - Vision (1.00)
  - Sensing and Signal Processing > Image Processing (1.00)

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