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Paper Citation Record · LEDGER

OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2402.10670.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2402.10670 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:51:57.002824Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T21:28:59.264823Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e63609e1-a9ed-430f-b2f4-e65f10c4f0a4 · inbound

NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation cites this paper.

NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 51

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verified exact
arxiv_id, observed 2026-05-18T04:55:20.458444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-18T04:55:20.362512Z digest=sha256:ceaaa0d20f1511d6ac150345dfa1eb3185e9d4c3340ae6133b3fbef19b05667f

Observation 6799b98a-36c1-4348-b2a0-c59dd0be53ff · inbound

Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks cites this paper.

Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:51:36.308919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T19:51:36.137985Z digest=sha256:4be56d5ba2646a2bb47e6c9d66c7e95d3c32a8bdf90e085db25bac824aa24b5a

Observation c1f010c0-6da6-4dcd-a5c3-5d69e4ac7ec0 · inbound

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement cites this paper.

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-09T13:31:47.289207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:31:47.289207Z digest=sha256:e53b23a22d8d0b91c0a9c2a44344026a309ede8ab60a7817a8a9f69da36a6725

Observation 2a4c47fc-37bd-437c-ae80-27ea0c3c70cc · inbound

ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-centric Semantic Fusion cites this paper.

ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-centric Semantic Fusion OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T11:51:57.002824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:51:57.002824Z digest=sha256:493b58f3c717d4e9c342c2443c7a431f1d45e0fefb968861df0a0b06e6622cf8

Observation 167f54cf-dd29-43a3-9ddb-01a6fe4c4153 · inbound

Multimodal Perception for Goal-oriented Navigation: A Survey cites this paper.

Multimodal Perception for Goal-oriented Navigation: A Survey OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 102

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.530431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.530431Z digest=sha256:5a76ad8c8926f20ff6e0e51a50d69fa334ad5abfe0c93aecc3a5d7fb30c40d15

Observation 0bde81c7-3733-44d4-bb2f-627c86405e6c · inbound

TrackVLA: Embodied Visual Tracking in the Wild cites this paper.

TrackVLA: Embodied Visual Tracking in the Wild OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:58:38.760960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:58:38.760960Z digest=sha256:3cdcf68ab565c7e80f18bd585f85b6444b67d0f8cbbe99e46f6ed4e09298cbd2

Observation 465392a6-6213-42d1-a52d-7e6d8beec65c · inbound

BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation cites this paper.

BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:08.876835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:08.876835Z digest=sha256:8171a3675ff859004df6ee60ccf7e39bea9b34d1d757f11a30b500fe2505def1

Observation cf44b1cf-9d02-4607-b2c4-bf711390a9c6 · inbound

SkillBlender: Towards Versatile Humanoid Whole-Body Loco-Manipulation via Skill Blending cites this paper.

SkillBlender: Towards Versatile Humanoid Whole-Body Loco-Manipulation via Skill Blending OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T04:53:59.870958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:53:59.870958Z digest=sha256:a2833ce6aa6514c6b3948281aad19ba04510a9c9ee60bd116c312c3d0000ae67

Observation 197914d5-ef50-4014-a389-4b3e152e5648 · inbound

Imaginative World Modeling with Scene Graphs for Embodied Agent Navigation cites this paper.

Imaginative World Modeling with Scene Graphs for Embodied Agent Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T22:30:17.098925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:30:17.098925Z digest=sha256:b1ee677419e6bffc886b56d7b620e2992658fca30561c0d87c56832ba237e2e3

Observation b5034099-3ecd-4dfc-acaa-12c71221b8cc · inbound

OpenGuide: Assistive Object Retrieval in Indoor Spaces for Individuals with Visual Impairments cites this paper.

OpenGuide: Assistive Object Retrieval in Indoor Spaces for Individuals with Visual Impairments OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T11:41:31.651866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:41:31.651866Z digest=sha256:1ca8942ffc82ec34c595fdd95790b0a3f08d96e8f3121c45ed86d83262f18a53

Observation 92994aa4-3209-4cbe-b681-5975fe512be0 · inbound

GC-VLN: Instruction as Graph Constraints for Training-free Vision-and-Language Navigation cites this paper.

GC-VLN: Instruction as Graph Constraints for Training-free Vision-and-Language Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T15:57:22.956574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:57:22.956574Z digest=sha256:f3711ab49d69f43756a2b34d21e16cd76640eafda853ea375529166732dfb2e4

Observation 62d2ca79-b7d9-48e7-b2fc-8c1749902021 · inbound

N2M: Bridging Navigation and Manipulation by Learning Pose Preference from Rollout cites this paper.

N2M: Bridging Navigation and Manipulation by Learning Pose Preference from Rollout OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T15:46:05.079906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T15:46:05.079906Z digest=sha256:b1e115d1b13a0dc6ecc02e7ea13581e3f1f4f682190ac25a02ffb79d729a401f

Observation 91c7efcc-913f-47bd-a251-e628f0ecd3c4 · inbound

C-NAV: Towards Self-Evolving Continual Object Navigation in Open World cites this paper.

C-NAV: Towards Self-Evolving Continual Object Navigation in Open World OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-18T04:35:52.498492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-18T04:33:13.564547Z digest=sha256:f6703975bc27dbd09b6b68e6aa98febafd0d1c3db248c54a3431cdfdcd850c03

Observation fd4b65e9-1442-4793-83ce-b9d5830cc441 · inbound

DRIVE-Nav: Directional Reasoning, Inspection, and Verification for Efficient Open-Vocabulary Navigation cites this paper.

DRIVE-Nav: Directional Reasoning, Inspection, and Verification for Efficient Open-Vocabulary Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-13T16:13:29.986339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T16:13:29.986339Z digest=sha256:2afc1ebb789d55aad3ba30a152aa064192573dd4380c75ce7119ffe7bd813914

Observation f2e340a6-38f1-4960-bafa-c93b6d1cf3ad · inbound

FSUNav: A Cerebrum-Cerebellum Architecture for Fast, Safe, and Universal Zero-Shot Goal-Oriented Navigation cites this paper.

FSUNav: A Cerebrum-Cerebellum Architecture for Fast, Safe, and Universal Zero-Shot Goal-Oriented Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-13T19:03:08.608477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-13T18:58:48.779518Z digest=sha256:648a6a51630e7a5fa4b571b59cce85c3ef93ad924fde0bc0b8d5f1cfb613c7b8

Observation 15463448-6d49-4338-9cd7-ecc16c28fa1c · inbound

OVAL: Open-Vocabulary Augmented Memory Model for Lifelong Object Goal Navigation cites this paper.

OVAL: Open-Vocabulary Augmented Memory Model for Lifelong Object Goal Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:35:35.125208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T14:32:17.927001Z digest=sha256:701468257325072cd3a29398cc775a894007efe59868dbb20ac0c46c90ced943

Observation 28dc63a6-10a1-495d-9703-418f11d572c7 · inbound

Plug-and-Play Label Map Diffusion for Universal Goal-Oriented Navigation cites this paper.

Plug-and-Play Label Map Diffusion for Universal Goal-Oriented Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:26:08.975981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T09:14:22.217185Z digest=sha256:32f52e5b70651676f82d29f1f5f56faf38ca46e89f018ab67b86d5618e3e8c71

Observation d3ca09d5-fac8-4d2f-96c9-f9c14d095d95 · inbound

NORM-Nav: Zero-Shot Mobile Robot Navigation with Natural Language Behavioral Constraints cites this paper.

NORM-Nav: Zero-Shot Mobile Robot Navigation with Natural Language Behavioral Constraints OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-19T20:12:44.714846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-19T20:11:52.658283Z digest=sha256:bce71f9aab6653b67f672670530bc0410fae10f12a081bafa8ea882f8410ef99

Observation 790140e2-0686-4e23-bd99-7b1324d662d2 · inbound

CLUE: Adaptively Prioritized Contextual Cues by Leveraging a Unified Semantic Map for Effective Zero-Shot Object-Goal Navigation cites this paper.

CLUE: Adaptively Prioritized Contextual Cues by Leveraging a Unified Semantic Map for Effective Zero-Shot Object-Goal Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:28:05.599592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-20T06:24:40.036358Z digest=sha256:d0834578394331ef4fbf0105597e770913939ffa540bcabcbd553b22c98db75e

Observation 5d6e2a80-ed58-4f0d-ae07-314ece7f4cda · inbound

MCNav: Memory-Aware Dynamic Cognitive Map for Zero-shot Goal-oriented Navigation cites this paper.

MCNav: Memory-Aware Dynamic Cognitive Map for Zero-shot Goal-oriented Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T05:03:03.350471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-20T05:02:52.503414Z digest=sha256:dc3a510786cb73e151fee30996cd961c5a36a80ee3a402781964f42e90ee92d8

Observation a61a57ad-529a-4377-a100-90c19b500a9c · inbound

Uni-LaViRA: Language-Vision-Robot Actions Translation for Unified Embodied Navigation cites this paper.

Uni-LaViRA: Language-Vision-Robot Actions Translation for Unified Embodied Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:03:40.819076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T17:01:20.073666Z digest=sha256:27880549b21ffdef5443a638514646baff5b15903799df29f486cd863d1ea8b1

Observation 095fcaf3-51f8-4bf1-ab06-452fde47d8fd · inbound

AllDayNav: Lifelong Navigation via Real-World Reinforcement Learning cites this paper.

AllDayNav: Lifelong Navigation via Real-World Reinforcement Learning OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-03T05:07:38.994794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T13:25:59.194721Z digest=sha256:9e050109f70b14df4ef1ee555fb9024a014dc1ac3376cb4a3ea12350b4e51153

Observation 62269adc-3e59-41ac-adfe-6a0a656a4be8 · inbound

Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System cites this paper.

Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:28:59.266663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T00:28:04.678371Z digest=sha256:a3d48d0b5836dbb256dc134ba2e809ab2b749f07ccf645325b648bb3439082ba

Observation 5b11c0a2-53be-4e63-bfb0-02bb9f08fcf9 · inbound

Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System cites this paper.

Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-06-30T10:54:36.810769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T10:47:20.911408Z digest=sha256:0b64f45750aeffcbfd7da745d228cfb091aee204d798c2b009d023f9bb82da73

Observation 080e45ab-5ee3-498f-831d-1c6a5f5d4905 · inbound

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation cites this paper.

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:28:58.680814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T00:34:47.530464Z digest=sha256:4828ae8e6618c6704c8fe714df66e8158e90b60843acce5d83ea805f59250ea3

Observation a2e638a6-01f3-45d5-8ac5-87cabec43f35 · inbound

Hierarchical 3D Scene Graph Construction and Belief-based Planning for Semantic Navigation cites this paper.

Hierarchical 3D Scene Graph Construction and Belief-based Planning for Semantic Navigation OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T06:45:29.737702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-01T06:39:52.898530Z digest=sha256:b086fa15f0de5a40e838f20cc2d89e5be751a7d9203396714b8e1d2626715d3d

Observation a1655dc7-db2c-4bff-a18a-507edba81852 · inbound

MVP-Nav: Multi-layer Value Map Planner Navigator cites this paper.

MVP-Nav: Multi-layer Value Map Planner Navigator OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:35:42.548638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-01T05:20:14.712526Z digest=sha256:e04b8586914b62fe9c378ff61dcbfc4d32e113b07958d0549bd9ccf9dd2bc914

Observation 8f434bb5-1937-4476-8e6e-8aafcea82201 · inbound

VTM-Nav: Harnessing Cross-Episode Experience for Object-Goal Navigation with Hierarchical Visual-Topological Memory cites this paper.

VTM-Nav: Harnessing Cross-Episode Experience for Object-Goal Navigation with Hierarchical Visual-Topological Memory OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T01:55:03.013259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T01:55:03.013259Z digest=sha256:bda3fe75fd28a3df801adfea8d1f4573dc1bae690cf5db26be7e7df0f61aa4c6