Paper Citation Record · LEDGER

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection

As of 20 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.09799.

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

pith.paper-citation-record.v1
2412.09799 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:47:52.742542Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

51 of 51 outbound references displayed

verified exact1
verified fuzzy4
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8eaf2df-e72d-4f49-a4c0-5c4cf4c07ffa · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.430157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e90b57-c6e5-4150-9426-017fca734ffb · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.852554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2f63aecb-c8c9-46d1-b3e4-78321a831870 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.830671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dcc6136f-b9d1-41c9-a7ca-04dc4e6cefb1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.450623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a175ac8b-267a-4ccf-933e-6d6e677821b7 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.806157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 80cdc6a2-53b4-4e97-bfca-8df4de432627 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.778643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5942c02a-e242-4ab8-a296-a176d5b3067b · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.740707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0d9177d-de34-4b3e-b3c7-6b5dac8e71fb · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.477006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b66362-ed6a-43fa-813d-c8645a530570 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.695549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3de1092f-dac9-49c5-853f-b4a56ada2fa8 · outbound

This paper cites T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.488691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2307588d-ab9f-451a-b495-20042adbe270 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.662795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b28fb9bf-e81f-4ca2-91db-0ec75d229313 · outbound

This paper cites A.; et al.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection A.; et al

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.502428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f881f1b-588c-494d-bb02-97cae44445bc · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.509318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b7ab9c-c5ab-4b4e-8244-bacefc24c127 · outbound

This paper cites J.; and Gao, J.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection J.; and Gao, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:47:53.604574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43474191-6162-4321-8d4a-8c160d0017f3 · outbound

This paper cites H.; Zhang, P.; Zhang, H.; Yang, J.; Li, C.; Zhong, Y.; Wang, L.; Yuan, L.; Zhang, L.; Hwang, J.-N.; et al.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection H.; Zhang, P.; Zhang, H.; Yang, J.; Li, C.; Zhong, Y.; Wang, L.; Yuan, L.; Zhang, L.; Hwang, J.-N.; et al

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.523368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968caf1e-f929-477a-9af1-63d3cda3689c · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.563973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 89fe38a5-a156-46a8-b4df-644d5fd2d5f2 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.534462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b8ad3cb0-fcc6-4301-ba43-f9d04a316ee2 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.540732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f911634a-2472-461d-8fc1-362e8d85da4f · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.498533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b7ed6971-80a9-4e36-a75d-a71c567ed972 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.562807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d633dd9-d33a-4119-8a9c-816cbded4aba · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.575214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbcc6a17-3d24-46e6-9784-13b427d418c5 · outbound

This paper cites L.; and Murphy, K.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection L.; and Murphy, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:47:53.460393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 112eae39-28e3-48ee-ad02-2735306700cb · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.428164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 596c4c77-79aa-4f37-abd7-dd4a580316ef · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.398244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d377ab6f-ba9a-46d5-9fbd-3140c7b58bcc · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.600798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34238029-2aa6-44b5-a3d2-667dadb87bce · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.350254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ac88a621-16e8-4a37-8cdb-4b7b17d432aa · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.329694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bb200cfd-1cc9-4ccc-95b5-7e60878c1bef · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.310987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d943d7f2-eb99-4457-a784-f1647613480a · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.288072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 373da3cc-4bfb-41fc-9ce8-963dd3d628fb · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.265223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c954f2ed-740c-4b3f-897d-1e0f079d81d9 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.238486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f62993c0-2180-43d6-8896-8745fae86cec · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.214226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 37b1a1b6-610c-4fe4-b58f-6a54e0f801e3 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.192566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22e3e1d9-37d6-412d-9b49-2bbe21ef65f9 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.645539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ed7bb1-1f5f-46a6-855d-b4b2c7d1b8f8 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.157180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 327822d6-164d-4f53-a934-3492f1115466 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.125388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a917a5ed-a941-441c-8661-db20a9941e21 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.104005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4c04976b-9602-4a8f-9954-514f9c0ba5f7 · outbound

This paper cites C.; and Berg, T.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection C.; and Berg, T

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:47:53.086833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 75e570e5-bb5c-420c-b061-4d3eabdda90c · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.068743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d7651fd2-1b90-4202-9388-804e570b3001 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.048530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54848713-8bad-4424-a8c9-1f52b47d5b29 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.030249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d98517c-42c4-4a6b-95d8-e037bf50675f · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:53.009684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1456374d-b2cf-4842-9f53-f3c14c962912 · outbound

This paper cites Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.697009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e66182-1902-4b97-b70c-9225c303a007 · outbound

This paper cites OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection network.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection network

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:47:52.797227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e402b95f-3ee2-4d0b-bf4a-b1c34cc958e1 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:52.991729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1e587af-6e07-4e02-8d83-e1319e7c10f3 · outbound

This paper cites H.; Zhou, L.; Dai, X.; Yuan, L.; Li, Y.; et al.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection H.; Zhou, L.; Dai, X.; Yuan, L.; Li, Y.; et al

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:47:52.974000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 84a96209-3e0b-4506-810e-2a65ea02d47e · outbound

This paper cites C.; and Liu, Z.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection C.; and Liu, Z

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.719756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc03bff3-410e-4492-879d-ea71982cc343 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.725452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f06ef2-2f67-474d-9668-d7ef950c5e72 · outbound

This paper cites an unresolved cited work.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:47:52.928866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 192a8cbc-715f-4d99-a79d-88d7c1128700 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection , " * write output.state after.block = add.period write newline

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.735910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1163096-c272-405e-9e7a-50fa26041875 · outbound

This paper cites write newline.

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection write newline

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T16:47:52.742542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.