Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-15T14:22:08.027014Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2603.05642.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-15T14:22:08.027014Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9f59cd0a-194a-471a-b19f-8fa35ffbce9c · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Human learning of contextual priors for object search: where does the time go?
Reference 1
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Observation d482aad7-3832-44f0-9db1-dd15ade6fb79 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Object co-occurrence serves as a contextual cue to guide and facilitate visual search in a natural viewing environment,
Reference 2
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Unavailable: canonical work link unavailable.
Observation c49bd030-d9cf-4fac-9b71-858f560c74be · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Cows on pasture: Baselines and benchmarks for language-driven zero-shot object navigation,
Reference 3
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Unavailable: canonical work link unavailable.
Observation 1b43368b-3f38-4136-824f-3efe3504ce5d · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Vlfm: Vision- language frontier maps for zero-shot semantic navigation,
Reference 4
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Unavailable: canonical work link unavailable.
Observation 8847bd58-a718-4410-8436-6613426591a0 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Uncertainty- informed active perception for open vocabulary object goal navigation,
Reference 5
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Unavailable: canonical work link unavailable.
Observation b8466cac-ee5c-4302-af01-e8b888fff519 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-centric Semantic Fusion
Reference 6
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Unavailable: canonical work link unavailable.
Observation ae41d4d2-295d-41b2-bdcb-91a21ccc6a5f · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Navigation with large language models: Semantic guesswork as a heuristic for planning,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0be51bd-9758-44dd-bf83-6ca45995e913 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model
Reference 8
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Unavailable: canonical work link unavailable.
Observation 1de355a7-f0b0-47cc-81d4-75c555d518c9 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Open scene graphs for open-world object- goal navigation,
Reference 9
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Unavailable: canonical work link unavailable.
Observation 5e53ef37-05d2-4b0b-bc27-2b2cec951568 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Sg-nav: Online 3d scene graph prompting for llm-based zero-shot object navigation,
Reference 10
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Unavailable: canonical work link unavailable.
Observation d7d21c1e-40c5-4ea8-a972-a3e4bf457880 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Commonsense scene graph-based target localization for object search,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4f1bb43-026d-4d14-980a-a6ebf9317ecd · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Language-Enhanced Mobile Manipulation for Efficient Object Search in Indoor Environments
Reference 12
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Unavailable: canonical work link unavailable.
Observation 19eb912b-aa32-4f5f-8833-be112d6c602b · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Open-vocabulary and semantic-aware reasoning for search and retrieval of objects in dynamic and concealed spaces,
Reference 13
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Unavailable: canonical work link unavailable.
Observation 67b5115c-337d-4fe0-b5aa-14a652be7ae4 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Learning to reason over scene graphs: a case study of finetuning gpt-2 into a robot language model for grounded task planning,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a0f477f-644d-4f46-969c-be426e5b9699 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models
Reference 15
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Unavailable: canonical work link unavailable.
Observation 431cb5d2-b5c5-418b-ac55-46749058a94d · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search EmbodiedRAG: Dynamic 3D Scene Graph Retrieval for Efficient and Scalable Robot Task Planning
Reference 16
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Unavailable: canonical work link unavailable.
Observation 00163f54-1f08-430b-8bef-afca65f28b54 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Language-grounded dynamic scene graphs for interactive object search with mobile manipulation,
Reference 17
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Unavailable: canonical work link unavailable.
Observation c185a32d-6561-4978-9b5a-c43c0937cb3d · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search More: Mo- bile manipulation rearrangement through grounded language reasoning,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8a595da-bf0b-40c4-9572-5187cb845b79 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights
Reference 19
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Unavailable: canonical work link unavailable.
Observation 724fc0fa-a595-465a-b7cd-ffb9f4605dda · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Scaling up and distilling down: Language-guided robot skill acquisition,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 9e684e2a-2786-4180-bee8-b363c81d5576 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Distilling on-device language models for robot planning with minimal human intervention,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 80dacc37-26ea-4d3d-97ab-6cc54753924a · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search 3d scene graph: A structure for unified semantics, 3d space, and camera,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 2f29de6f-bfbd-4b1f-bf0b-ccbcfa88b8cf · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Hier- archical open-vocabulary 3d scene graphs for language-grounded robot navigation,
Reference 23
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Unavailable: canonical work link unavailable.
Observation 55db5f00-d327-4a01-a626-abf07c91a411 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Collaborative dynamic 3d scene graphs for open-vocabulary urban scene understanding,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 59f8d4d0-f2b5-4e8d-8775-fb221f3857ad · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning
Reference 25
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Unavailable: canonical work link unavailable.
Observation 49a07165-1fe6-43ba-9e04-76bfae6a1812 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Learning hierarchical interactive multi-object search for mobile manipulation,
Reference 26
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Unavailable: canonical work link unavailable.
Observation 6daabf5e-a426-4606-93e6-15d4a0da073d · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Learning long-horizon robot exploration strategies for multi-object search in continuous action spaces,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ec24b18-5621-41b5-9156-a3504dbf8e88 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation
Reference 28
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Unavailable: canonical work link unavailable.
Observation 2fab7701-6340-4bf3-bd8f-9914e500a786 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Robotic task ambiguity resolution via natural language interaction,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 1e7b95d2-117b-4067-96fd-75ee4dd80835 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search SEEK: Semantic Reasoning for Object Goal Navigation in Real World Inspection Tasks
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d57ae17-57b6-4e54-a495-a6ce2973c955 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Habitat: A platform for embodied ai research,
Reference 31
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Unavailable: canonical work link unavailable.
Observation c54aa8df-73fe-4ccb-b54f-7f472af2c03d · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Habitat 2.0: Training home assistants to rearrange their habitat,
Reference 32
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Unavailable: canonical work link unavailable.
Observation bf05b74f-2187-4699-851e-c1af13e92e33 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Habitat-matterport 3d semantics dataset,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 03468ebe-d3e9-4195-8f17-f202148578bf · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Hm3d-ovon: A dataset and benchmark for open-vocabulary object goal navigation. in 2024 ieee,
Reference 34
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Unavailable: canonical work link unavailable.
Observation 15f34310-31c9-4d7c-ae63-5650bcdc1c00 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search AI2-THOR: An Interactive 3D Environment for Visual AI
Reference 35
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Unavailable: canonical work link unavailable.
Observation 8f75fa21-a1d9-4051-b7c5-9c0a6f0ca812 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation
Reference 36
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Unavailable: canonical work link unavailable.
Observation 9ea748ab-1a48-4d51-ac92-0768c074782a · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Taskography: Evaluating robot task planning over large 3d scene graphs,
Reference 37
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Unavailable: canonical work link unavailable.
Observation 93715eee-2914-4eed-a760-3ecccc615e50 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Kimera: From slam to spatial perception with 3d dynamic scene graphs,
Reference 38
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Unavailable: canonical work link unavailable.
Observation d8a49f14-0210-455d-bf49-e3a6156ebd37 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Hydra: A Real-time Spatial Perception System for 3D Scene Graph Construction and Optimization
Reference 39
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Unavailable: canonical work link unavailable.
Observation 329e943f-3c29-4018-aa76-8a629f7481a2 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning,
Reference 40
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Unavailable: canonical work link unavailable.
Observation 522c71a1-8494-4230-8efa-84033a558acc · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Clio: Real-time task-driven open-set 3d scene graphs,
Reference 41
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Unavailable: canonical work link unavailable.
Observation 92211deb-ac34-41d8-ab6f-cffa79bc1b18 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Frontier Based Exploration for Autonomous Robot
Reference 42
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Unavailable: canonical work link unavailable.
Observation aa8c1a47-3d5c-4414-9e5b-c60654e43cfb · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search A formal basis for the heuristic determination of minimum cost paths,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 8010227d-34f9-465f-a802-b6a5b3833af3 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Interiorgs: A 3d gaussian splatting dataset of semantically labeled indoor scenes,
Reference 44
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Unavailable: canonical work link unavailable.
Observation ba9702f9-a987-4a3b-85d3-289df84ee166 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search A note on two problems in connexion with graphs,
Reference 45
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Unavailable: canonical work link unavailable.
Observation 75e5e052-0c07-4942-a88b-324b30db697b · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 46
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Unavailable: canonical work link unavailable.
Observation e918848a-451c-43fe-9409-8a2de9e33d05 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Learning transferable visual models from natural language supervision,
Reference 47
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Unavailable: canonical work link unavailable.
Observation 2d32ded7-5629-4f7c-839a-ef6bb42759c4 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search GPT-4 Technical Report
Reference 48
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Unavailable: canonical work link unavailable.
Observation b21c92c8-1226-4823-aeb3-e52916d79c02 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Mistral 7B
Reference 49
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Unavailable: canonical work link unavailable.
Observation b123c584-039d-49b6-8dac-573d58900c71 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search LLaMA: Open and Efficient Foundation Language Models
Reference 50
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Unavailable: canonical work link unavailable.
Observation c46cea6f-f1f5-4595-9368-6a681de3e56d · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Deepseek-r1 incentivizes reasoning in llms through reinforcement learning,
Reference 51
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Unavailable: canonical work link unavailable.
Observation 79f59565-4998-49f1-bb11-3d3626dee748 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search The claude 3 model family: Opus, sonnet, haiku,
Reference 52
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Unavailable: canonical work link unavailable.
Observation dabbb866-1cdd-4b34-90d8-a1dd6eaf1244 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search Yolo- world: Real-time open-vocabulary object detection,
Reference 53
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Unavailable: canonical work link unavailable.
Observation eef33564-ebc8-45a4-80b4-895c77266f68 · outbound
Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search N2m2: Learning navigation for arbitrary mobile manipulation motions in unseen and dynamic environments,
Reference 54
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.