Paper Citation Record · LEDGER

LLM-Guided Agentic Object Detection for Open-World Understanding

As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.10844.

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

pith.paper-citation-record.v1
2507.10844 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:27:51.229649Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy14
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6414012-a85e-42fc-ae1c-6430f4c55113 · outbound

This paper cites Yolo-world: Real-time open-vocabulary object detection.

LLM-Guided Agentic Object Detection for Open-World Understanding Yolo-world: Real-time open-vocabulary object detection

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:53.500673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c0ff50e-a408-4641-afb0-af89c630e410 · outbound

This paper cites VOS: Learning What You Don't Know by Virtual Outlier Synthesis.

LLM-Guided Agentic Object Detection for Open-World Understanding VOS: Learning What You Don't Know by Virtual Outlier Synthesis

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:49.270142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaea8f76-faf0-447b-a77b-0f8a854814aa · outbound

This paper cites The pascal visual object 8 classes (voc) challenge.

LLM-Guided Agentic Object Detection for Open-World Understanding The pascal visual object 8 classes (voc) challenge

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:53.347401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 753a1761-6727-460c-8a5d-3307f6341e38 · outbound

This paper cites Ow-detr: Open-world detection transformer.

LLM-Guided Agentic Object Detection for Open-World Understanding Ow-detr: Open-world detection transformer

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:53.158974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a43ba6e-fbcb-4ef5-a5dc-fc34000a4891 · outbound

This paper cites Mdetr- modulated detection for end-to-end multi-modal understand- ing.

LLM-Guided Agentic Object Detection for Open-World Understanding Mdetr- modulated detection for end-to-end multi-modal understand- ing

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.990202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e31ed658-811c-4ba2-a0d0-09fdc4b9359c · outbound

This paper cites Unknown sniffer for object detection: Don’t turn a blind eye to unknown objects.

LLM-Guided Agentic Object Detection for Open-World Understanding Unknown sniffer for object detection: Don’t turn a blind eye to unknown objects

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.811163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f77af24-4eef-40e8-8caa-71b6bdb19fb5 · outbound

This paper cites Microsoft coco: Common objects in context.

LLM-Guided Agentic Object Detection for Open-World Understanding Microsoft coco: Common objects in context

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:49.735164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee2e0a23-3976-4454-8543-59be74ebb232 · outbound

This paper cites Visual Instruction Tuning.

LLM-Guided Agentic Object Detection for Open-World Understanding Visual Instruction Tuning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:49.854301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7428c6a6-91df-4c87-948d-1a21bf039209 · outbound

This paper cites Un-detr: Promoting objectness learning via joint supervision for un- known object detection.

LLM-Guided Agentic Object Detection for Open-World Understanding Un-detr: Promoting objectness learning via joint supervision for un- known object detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.644701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad4d7902-36ee-4d65-9a25-c7d9d5059e5a · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

LLM-Guided Agentic Object Detection for Open-World Understanding Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.469142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0bede8e8-512d-4a68-b3a0-21326e224663 · outbound

This paper cites Visual captions: Augmenting verbal communication with on-the-fly visuals.

LLM-Guided Agentic Object Detection for Open-World Understanding Visual captions: Augmenting verbal communication with on-the-fly visuals

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.341579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f99ee36-b762-4289-bc50-cea7d9ffb963 · outbound

This paper cites SmolVLM: Redefining small and efficient multimodal models.

LLM-Guided Agentic Object Detection for Open-World Understanding SmolVLM: Redefining small and efficient multimodal models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:50.223063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c944d1-6459-4869-8c0d-e69f8afa92db · outbound

This paper cites Fast and lightweight vision-language model for adversarial traffic sign detection.

LLM-Guided Agentic Object Detection for Open-World Understanding Fast and lightweight vision-language model for adversarial traffic sign detection

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.214310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c3fd0fd-feeb-4eb9-b4e3-752d2d7fe732 · outbound

This paper cites Complexvad: Detecting interaction anomalies in video.

LLM-Guided Agentic Object Detection for Open-World Understanding Complexvad: Detecting interaction anomalies in video

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:52.096554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cbdc5672-b53a-47e8-9579-a8c6cbcadd62 · outbound

This paper cites You only look once: Unified, real-time object de- tection.

LLM-Guided Agentic Object Detection for Open-World Understanding You only look once: Unified, real-time object de- tection

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:51.954044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42e84ab6-4aca-4aa4-9344-b13e585402a9 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

LLM-Guided Agentic Object Detection for Open-World Understanding Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:51.812322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e149024-23df-4d6f-9c80-f105023e542e · outbound

This paper cites It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.

LLM-Guided Agentic Object Detection for Open-World Understanding It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:50.796216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4c3fe6-e25a-4449-8d17-2411a3dc44ca · outbound

This paper cites Gemma 3 Technical Report.

LLM-Guided Agentic Object Detection for Open-World Understanding Gemma 3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:50.906538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea1dc2a-aa8f-4cc2-9ae7-ab0842bda18b · outbound

This paper cites MiniVLM: A Smaller and Faster Vision-Language Model.

LLM-Guided Agentic Object Detection for Open-World Understanding MiniVLM: A Smaller and Faster Vision-Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:27:51.002933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb08762-367e-407e-a758-4501e85260fe · outbound

This paper cites Detectron2.

LLM-Guided Agentic Object Detection for Open-World Understanding Detectron2

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:51.647335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 418f5b9a-6aea-4f54-a42b-282c466ffc4c · outbound

This paper cites This process is guided by the semantic similarity of their CLIP embeddings to prevent redundancy.

LLM-Guided Agentic Object Detection for Open-World Understanding This process is guided by the semantic similarity of their CLIP embeddings to prevent redundancy

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:27:51.541041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8e1be983-1368-4515-a7d7-dee409465d46 · outbound

This paper cites an unresolved cited work.

LLM-Guided Agentic Object Detection for Open-World Understanding Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:27:51.399505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.