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DINO

DINO

16 Oct 20261 min read

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Meta’s self-supervised vision transformers (DINO, DINOv2, DINOv3). Their dense features are used for matching, place recognition and segmentation without labels.

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Mentioned in

8 papers:

  • Hickory (2026)
  • TrackGraph (2026)
  • Hydra++ (2026)
  • Mono-Hydra++ (2026)
  • Depth Anything 3 (2025)
  • FunGraph (2025)
  • Opti-acoustic semantic SLAM (2024)
  • OpenGraph (2024)

Notes:

  • Robotics Enterprise

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Backlinks

  • Catalogue
  • Robotics Enterprise
  • Entities
  • Opti-Acoustic Semantic SLAM with Unknown Objects in Underwater Environments
  • Hierarchical Object Representation for Spatial Robot Perception: Points, Meshes, and Superquadrics
  • Perception
  • Depth Anything 3: Recovering the Visual Space from Any Views
  • OpenGraph: Open-Vocabulary Hierarchical 3D Graph Representation in Large-Scale Outdoor Environments
  • TRACKGRAPH: Online Open-Vocabulary 3D Scene Graphs via Image-Space Tracking
  • Hydra++: Real-Time Hierarchical 3D Scene Graph Construction With Object-Level Shape Estimation
  • FunGraph: Functionality Aware 3D Scene Graphs for Language-Prompted Scene Interaction
  • Mono-Hydra++: Real-Time Monocular Scene Graph Construction with Multi-Task Learning for 3D Indoor Mapping

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