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CLIP

CLIP

16 Oct 20261 min read

  • entity

OpenAI’s contrastive image and text model (Radford and others, 2021). It puts images and text in one embedding space, which is how most open-vocabulary maps attach language to objects.

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Mentioned in

14 papers:

  • LOST-3DSG (2026)
  • DAAAM (2026)
  • TrackGraph (2026)
  • BiMoSG (2026)
  • 3DSG survey (2026)
  • MERLION (2025)
  • FunGraph (2025)
  • ROMAN (2024)
  • OpenGraph (2024)
  • Open3DSG (2024)
  • Clio (2024)
  • Khronos (2024)
  • HOV-SG (2024)
  • ConceptGraphs (2023)

Notes:

  • Open-vocabulary mapping

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Backlinks

  • Catalogue
  • Entities
  • MERLION: Marine ExploRation with Language guIded Online iNformative Visual Sampling and Enhancement
  • ROMAN: Open-Set Object Map Alignment for Robust View-Invariant Global Localization
  • Perception
  • Semantic mapping
  • Open-vocabulary mapping
  • OpenGraph: Open-Vocabulary Hierarchical 3D Graph Representation in Large-Scale Outdoor Environments
  • LOST-3DSG: Lightweight Open-Vocabulary 3D Scene Graphs with Semantic Tracking in Dynamic Environments
  • Describe Anything Anywhere At Any Moment
  • ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning
  • TRACKGRAPH: Online Open-Vocabulary 3D Scene Graphs via Image-Space Tracking
  • Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships
  • Clio: Real-time Task-Driven Open-Set 3D Scene Graphs
  • Seeing Fast and Slow: Bimodal 3D Scene Graphs for Open-set Tasks
  • FunGraph: Functionality Aware 3D Scene Graphs for Language-Prompted Scene Interaction
  • 3D Scene Graphs: Open Challenges and Future Directions
  • Khronos: A Unified Approach for Spatio-Temporal Metric-Semantic SLAM in Dynamic Environments
  • Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation

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