Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:21:24.869616Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2502.08903.
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 2026-08-07T23:21:24.869616Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 99e568e2-f83f-431d-ace4-4ad52797d845 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Embodied intelligence toward future smart manufacturing in the era of ai foundation model,
Reference 1
Source-reported events for the cited work
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Observation 51c0a5fc-055d-4859-a414-5c75c9b916ca · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Navigating industry 5.0: A survey of key enabling technologies, trends, challenges, and opportunities,
Reference 2
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Observation 3465b0df-345b-40e3-aa67-d38d2d3b8a89 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Advanced manufacturing in industry 5.0: A survey of key enabling technologies and future trends,
Reference 3
Source-reported events for the cited work
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Observation 3a4efae1-1a48-41ea-977e-ed6aa77142a7 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Large language models for human-robot interaction: A review,
Reference 4
Source-reported events for the cited work
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Observation de8fb097-6b20-4673-a04d-64a6d8db1463 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning A survey of optimization-based task and motion planning: From classical to learning approaches,
Reference 5
Source-reported events for the cited work
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Observation 53084b09-2c62-47f4-9372-1669815f2edb · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Computer vision techniques in manufacturing,
Reference 7
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Observation 203fdb2d-1d6c-4b6d-9f3c-88b732fd39f0 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning A comprehen- sive study of 3-d vision-based robot manipulation,
Reference 8
Source-reported events for the cited work
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Observation e7c61138-a666-4cd9-a763-4f3da896d222 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Multi-modal 3d object detection in autonomous driving: A survey and taxonomy,
Reference 9
Source-reported events for the cited work
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Observation 05b98e09-6909-461a-9135-c48742e77be7 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Human–robot object handover: Recent progress and future direction,
Reference 10
Source-reported events for the cited work
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Observation c4234f14-6199-41d4-82f7-9f2161be8ee2 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Cmx: Cross-modal fusion for rgb-x semantic segmentation with transformers,
Reference 11
Source-reported events for the cited work
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Observation 7f89dc9b-5cce-4541-9531-f593264bf14a · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Multi-modal feature constraint based tightly coupled monocular visual-lidar odometry and mapping,
Reference 12
Source-reported events for the cited work
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Observation b6a33347-4d35-4141-b73d-4c17fe331785 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Llm-bt: Performing robotic adaptive tasks based on large language models and behavior trees,
Reference 13
Source-reported events for the cited work
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Observation 2506b0b2-1379-4d9c-8689-affbe82a38dc · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Ll3da: Visual interactive instruction tuning for omni-3d understanding, reasoning, and planning,
Reference 14
Source-reported events for the cited work
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Observation be13511d-bc3e-45a3-b473-7bd3ed7a2c0f · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Drivegpt4: Interpretable end-to-end autonomous driving via large language model,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c23206f2-6fca-46f8-9667-86428a6b30aa · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Progprompt: Generating situated robot task plans using large language models,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b45d3cb-8d91-4180-a3d5-ed4b7341ddf9 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning 3d- llm: injecting the 3d world into large language models,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f79243e-13d3-4c04-bda7-0faf4516e5f4 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning LLMI3D: MLLM-based 3D Perception from a Single 2D Image
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4303813-9f78-4651-87a1-57c8dd7caa7e · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Rdt-1b: a diffusion foundation model for bimanual manipulation,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation db939c55-5a15-45c2-bea6-2a2e39185b03 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Efficient prompting for llm-based generative internet of things,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63d58fa0-3574-4969-ac1b-568fd8927efc · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3dd1daa-2245-406c-9a63-245a6f9dc0e8 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning MoPE: Mixture of Prompt Experts for Parameter-Efficient and Scalable Multimodal Fusion
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b21e68d-9dcf-41fb-9b49-debcb5b69290 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning RT-1: Robotics Transformer for Real-World Control at Scale
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2edb81ef-8720-445f-ac1b-a00f0160b2a8 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Rt-2: Vision-language-action models transfer web knowledge to robotic control,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5dac971e-7165-498f-bab5-2a201487cda7 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Vision-Language Foundation Models as Effective Robot Imitators
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1be82fd3-1d8a-455e-a8f3-e46619735dc8 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Language-guided Robot Grasping: CLIP-based Referring Grasp Synthesis in Clutter
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5672150c-e946-4f3c-b69c-2e4663618561 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Clip-fo3d: Learning free open-world 3d scene representations from 2d dense clip,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d6f29f30-3c78-4bd7-8c59-bf4e3af90faf · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Survey on large language model-enhanced reinforce- ment learning: Concept, taxonomy, and methods,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d0ee76e6-55ff-4f75-bc82-6464aa67469a · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning To boost zero- shot generalization for embodied reasoning with vision-language pre- training,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6bdcfdb4-4f9c-43a8-9975-ecc8eeaabb98 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning A survey of visual navigation: From geometry to embodied ai,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c56990b9-2c38-4115-b99a-27b781f9bc51 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Delving into multi-modal multi-task foundation models for road scene understanding: From learning paradigm perspectives,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8e710c2c-f061-4eec-bc6b-dd7432edafe1 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce9e92b8-da09-4c38-9e66-14355fae9f8e · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5eef3c2e-3460-4598-bd12-47a07501e139 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31967dc6-4202-4999-9f0f-f97c8f0ba81a · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Interactive planning using large language models for partially observable robotic tasks,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a9d24f4f-73ac-4492-aabf-9e8db7fb4ba3 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5561590d-e2a0-4435-958a-18c289f144d5 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf7997dd-d115-4180-8a32-710dd69bab63 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Visual language maps for robot navigation,
Reference 39
Source-reported events for the cited work
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Observation 2aed1b5c-b8c2-48d6-948e-8cd12ab6780b · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Ving: Learning open-world navigation with visual goals,
Reference 40
Source-reported events for the cited work
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Observation ce7cb4ab-9fb5-4273-b845-f81d216c5e45 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning PaLM-E: An Embodied Multimodal Language Model
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53a05805-5044-4462-ab8f-e913e47f8993 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Lora: Low-rank adaptation of large language models,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87ac9c5b-7f41-4d79-9682-7f5f6d967e21 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Patchwork++: Fast and robust ground segmentation solving partial under-segmentation using 3d point cloud,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ef31a0f3-933b-443c-8e1d-c271e5f3973a · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning BridgeData V2: A Dataset for Robot Learning at Scale
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f592ef7-a54d-4ce8-9b5a-dab006be4acf · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning LoRA: Low-Rank Adaptation of Large Language Models
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc592cf2-c519-4d80-89cd-abfd98a46259 · outbound
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Patchwork++: Fast and Robust Ground Segmentation Solving Partial Under-Segmentation Using 3D Point Cloud
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.