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Kumaraditya Gupta

2 accepted papers

2025

OpenLex3D: A Tiered Benchmark for Open-Vocabulary 3D Scene Representations

NeurIPS 2025poster

3D scene understanding has been transformed by open-vocabulary language models that enable interaction via natural language. However, at present the evaluation of these representations is limited to datasets with closed-set semantics that do not capture the richness of language. This work presents O…

Cited by 0SourcecodeScholar
2024

QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding

IROS 2024

Robotic tasks such as planning and navigation require a hierarchical semantic understanding of a scene, which could include multiple floors and rooms. Current methods primarily focus on object segmentation for 3D scene understanding. However, such methods struggle to segment out topological regions

Cited by 10SourcecodeScholar