Paper Citation Record · LEDGER

Test-time Vocabulary Adaptation for Language-driven Object Detection

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2506.00333.

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

pith.paper-citation-record.v1
2506.00333 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:25.746289Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:22.983604Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:11:25.945105Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy22
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea5fb744-e34e-43cf-8c0f-435f1654b4f4 · outbound

This paper cites Test-time Vocabulary Adaptation for Language-driven Object Detection.

Test-time Vocabulary Adaptation for Language-driven Object Detection Test-time Vocabulary Adaptation for Language-driven Object Detection

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:11:25.995481Z

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 1af24e8a-27cb-482b-b97e-205e9ac0198a · outbound

This paper cites an unresolved cited work.

Test-time Vocabulary Adaptation for Language-driven Object Detection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:30.356093Z

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 816ce4c2-bbb5-44d4-a34f-b7cd1a255011 · outbound

This paper cites a {Class Name}.

Test-time Vocabulary Adaptation for Language-driven Object Detection a {Class Name}

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:30.095869Z

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 bfa57c94-eb9e-4e60-b324-cf032e51038a · outbound

This paper cites Storage Box.

Test-time Vocabulary Adaptation for Language-driven Object Detection Storage Box

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.885945Z

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 d3193821-eb74-4ee8-831b-770c0c929c5c · outbound

This paper cites Inspired by our Ora- cle results—where removing distracting classes yields large gains—we introduce V ocAda, aplug-and-playmodule foroff- the-shelfOvOD detectors.

Test-time Vocabulary Adaptation for Language-driven Object Detection Inspired by our Ora- cle results—where removing distracting classes yields large gains—we introduce V ocAda, aplug-and-playmodule foroff- the-shelfOvOD detectors

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.700201Z

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 d08d66a7-25a4-4a65-8853-701b03823871 · outbound

This paper cites Seeing the unseen: Visual common sense for semantic placement,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Seeing the unseen: Visual common sense for semantic placement,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.416710Z

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 f096de54-b746-439a-bdee-5bfb6aea849c · outbound

This paper cites Mask r-cnn,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Mask r-cnn,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.217007Z

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 07b9fff2-34dd-43dc-9581-485aff2f3dc8 · outbound

This paper cites YOLOv3: An Incremental Improvement.

Test-time Vocabulary Adaptation for Language-driven Object Detection YOLOv3: An Incremental Improvement

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.644738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c45c2b7-feee-4980-b379-94fa58a1a19c · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Learning Transferable Visual Models From Natural Language Supervision,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.043208Z

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 54aaa979-d26a-4c68-841f-99ff800a4f9c · outbound

This paper cites Detecting Twenty-thousand Classes using Image-level Supervision,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Detecting Twenty-thousand Classes using Image-level Supervision,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.934056Z

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 3d556e66-bc85-4205-8d96-35c5f49e5109 · outbound

This paper cites LLaV A-NeXT: Improved reasoning, OCR, and world knowledge,.

Test-time Vocabulary Adaptation for Language-driven Object Detection LLaV A-NeXT: Improved reasoning, OCR, and world knowledge,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.794646Z

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 c30e048f-d147-4a02-a264-1c25c41e1e73 · outbound

This paper cites Learning object-language alignments for open-vocabulary object detec- tion,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Learning object-language alignments for open-vocabulary object detec- tion,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.680919Z

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 168ad95c-3ade-4fbd-9a01-ab47ef738621 · outbound

This paper cites CoDet: Co-Occurrence Guided Region-Word Alignment for Open-V ocabulary Object Detection,.

Test-time Vocabulary Adaptation for Language-driven Object Detection CoDet: Co-Occurrence Guided Region-Word Alignment for Open-V ocabulary Object Detection,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.504905Z

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 3e00f64e-8355-48a4-b369-ffcf983341ec · outbound

This paper cites Microsoft COCO: Common Objects in Context,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Microsoft COCO: Common Objects in Context,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.368384Z

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 42eecc17-515a-4d29-9c5d-ad778e9434e5 · outbound

This paper cites Objects365: A large-scale, high-quality dataset for object detection,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Objects365: A large-scale, high-quality dataset for object detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.231753Z

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 683fc60c-b58d-4226-af5e-2421db00953c · outbound

This paper cites A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future.

Test-time Vocabulary Adaptation for Language-driven Object Detection A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.449511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b253ed-edaf-4d33-96ea-72293accf513 · outbound

This paper cites LVIS: A Dataset for Large V ocabulary Instance Segmentation,.

Test-time Vocabulary Adaptation for Language-driven Object Detection LVIS: A Dataset for Large V ocabulary Instance Segmentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.088310Z

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 b17ad004-3731-40dc-84a2-81f253c9aab8 · outbound

This paper cites ImageNet: a Large-Scale Hierarchical Image Database,.

Test-time Vocabulary Adaptation for Language-driven Object Detection ImageNet: a Large-Scale Hierarchical Image Database,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.950594Z

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 83602ec1-0e50-4222-a102-0fe68b95f13d · outbound

This paper cites RegionCLIP: Region- based Language-Image Pretraining,.

Test-time Vocabulary Adaptation for Language-driven Object Detection RegionCLIP: Region- based Language-Image Pretraining,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.809183Z

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 96c0984f-ee3c-49f2-9618-e71ac387a121 · outbound

This paper cites SHiNe: Semantic hierarchy nexus for open-vocabulary object detection,.

Test-time Vocabulary Adaptation for Language-driven Object Detection SHiNe: Semantic hierarchy nexus for open-vocabulary object detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.641700Z

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 4efe6322-3c98-4dc0-8f7b-80e52192f052 · outbound

This paper cites mplug-owl2: Revolutionizing multi-modal large language model with modal- ity collaboration,.

Test-time Vocabulary Adaptation for Language-driven Object Detection mplug-owl2: Revolutionizing multi-modal large language model with modal- ity collaboration,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.489417Z

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 a8d7c058-8878-41ea-b27e-1ade7af4dba0 · outbound

This paper cites spaCy: Industrial-strength Natural Language Processing in Python,.

Test-time Vocabulary Adaptation for Language-driven Object Detection spaCy: Industrial-strength Natural Language Processing in Python,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.278684Z

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 88623871-c9dc-4db9-867d-29c632c270ff · outbound

This paper cites Introducing meta llama 3: The most capable openly available llm to date,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Introducing meta llama 3: The most capable openly available llm to date,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.108763Z

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 1a00f052-a281-4861-b9c6-1c77e65a859f · outbound

This paper cites Swin Transformer: Hierarchical Vision Transformer using Shifted Windows,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Swin Transformer: Hierarchical Vision Transformer using Shifted Windows,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.945534Z

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 11c7a68e-bc20-473a-9adc-fc1031150e0b · outbound

This paper cites an unresolved cited work.

Test-time Vocabulary Adaptation for Language-driven Object Detection Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:26.702182Z

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 f6307555-cb22-48a7-be0c-7d5b246b061a · outbound

This paper cites Open-Set Image Tagging with Multi-Grained Text Supervision.

Test-time Vocabulary Adaptation for Language-driven Object Detection Open-Set Image Tagging with Multi-Grained Text Supervision

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.418349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 687284bf-9488-4727-9463-48b700796cba · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Sentence-bert: Sentence embeddings using siamese bert-networks,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.527236Z

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 e3239dfc-aac5-420b-8faa-d5adaa4a9286 · outbound

This paper cites Mistral 7B.

Test-time Vocabulary Adaptation for Language-driven Object Detection Mistral 7B

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.578752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86df7a91-60ef-4800-a018-0277ba9ea0aa · outbound

This paper cites ChatGPT: A Large-Scale GPT-3.5-Based Model,.

Test-time Vocabulary Adaptation for Language-driven Object Detection ChatGPT: A Large-Scale GPT-3.5-Based Model,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.356184Z

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 0fa20980-9495-435e-85d9-9823f47d5ec5 · outbound

This paper cites Visual Classification via Description from Large Language Models,.

Test-time Vocabulary Adaptation for Language-driven Object Detection Visual Classification via Description from Large Language Models,

Reference 30

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:11:26.150864Z

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.

Pith citing papers

Observation ea5fb744-e34e-43cf-8c0f-435f1654b4f4 · inbound