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Paper Citation Record · LEDGER

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection

As of 19 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2507.17456.

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

pith.paper-citation-record.v1
2507.17456 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:53:23.431330Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

71 of 71 outbound references displayed

  • verified exact0
  • verified fuzzy25
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b679f9af-4aeb-442c-838c-ebf6547a8ca5 · outbound

This paper cites What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T14:53:23.045717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:53:23.045717Z digest=sha256:1890dc4d4627734270b7f1aa77548c95c643966b85d3600835944211cd9c861a

Observation 60860f7f-b96c-4e77-951b-2a31710d220e · outbound

This paper cites Calmon, and Himabindu Lakkaraju.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Calmon, and Himabindu Lakkaraju

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.736333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.051711Z digest=sha256:af5582bb67423179e43a4047a9cc9c945ceaa53e01b6dedeaa3cc921d447c9c6

Observation e81538ef-5c95-4d90-a670-15ec3033b758 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.718962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.057652Z digest=sha256:8bceee76f7ce9d1c89078b606ce09a5abbd437a57425289c18891cd8bb0593be

Observation de5b3b73-6c5d-4aa3-9b75-b471da5b99de · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.703186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.063305Z digest=sha256:d096df768cd227adcb660fe04773de7673519b22bdbfac7d56fa37fac06c5200

Observation 54fa9548-0a72-4a75-82b6-97d530aca0e4 · outbound

This paper cites Learning to Detect Human-Object Interactions.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Learning to Detect Human-Object Interactions

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.684414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.068101Z digest=sha256:b7029cbd7e4a67bd12398ac267b2023e65b5f4a473de8aa00fbbc25b77fbd94c

Observation 8c32a20e-4c5f-450b-9c95-cb7560e5ded5 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.663610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.072727Z digest=sha256:164684104f9fd5ee0ad87d166ee509a44d347365e5a67af5f5703d5acf5675de

Observation 799f823c-bfa6-4895-8179-2f457ad7be36 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.643731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.078286Z digest=sha256:42dbcf5b7cc8e14f7dbd1e14ce573d75fbaee518f9cf87c629e45b5a7235748b

Observation 4e5fdab2-5652-4da4-b058-4a9e7d7ca011 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.627001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.082924Z digest=sha256:fc2502d52531417133d66a29914b670803d7beea84db10e3343f0a6ebd63d22b

Observation 1f305e6f-a557-408b-bb49-e292ba468f32 · outbound

This paper cites Visual Semantic Role Labeling.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Visual Semantic Role Labeling

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T14:53:23.087565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:53:23.087565Z digest=sha256:5db81bc5c5f02b5f4f83d5753df780bd1580c67fe9277e6129401c2297bb8a75

Observation 4818d6a1-0552-4830-81f9-6304147d36e8 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.608495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.093025Z digest=sha256:206f38f41b8709c2865fcdeab999bc1f353f1dd490a82bb775647a919ee937bb

Observation f9813f02-bec8-458a-9b48-4904df89b404 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.591453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.097650Z digest=sha256:dec0ff17c71d15927459fe5535b10276f84035a2998c1416cfd6423c9592fa48

Observation be1d8669-a06f-466a-91a9-971d66f52460 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.557514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.109900Z digest=sha256:d8ccae8e0b3653c65bcfd143d6b60238905a4a8821c425cdd346960e38252728

Observation b8804da7-92d3-45e4-b5ff-858f4df0ac4d · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.540055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.115385Z digest=sha256:f3e7f892a8ea68512877082f90f0c074de92fad531063fff4c4ce5f9e612d5ed

Observation dcd8e805-8cd6-40ec-b712-188a80a7724a · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.505231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.127290Z digest=sha256:a25db9d47ffe5743707394b0fd462a3378ae752ab72afbed965f6800f2d3338f

Observation fc2476c1-1cd7-4933-a81c-bf211821cc11 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.489656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.134189Z digest=sha256:85f7de5eaa5ae3c0e7a57767aa31e03f64c4696a283db90516c8eb60d6dba5cd

Observation 4074a889-81df-4392-906e-495045be5b1f · outbound

This paper cites RelationalContextLearning for Human-Object Interaction Detection.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection RelationalContextLearning for Human-Object Interaction Detection

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.473197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.139381Z digest=sha256:ce7bf2c82de510066bb258f67a1d7dc6f1a59b1aa3251d3875c282596e85f363

Observation e29c6c4e-bd76-43ca-b72e-1a82dcd9bfe4 · outbound

This paper cites ConceptBottleneckModels.In Int.Conf.Mach.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection ConceptBottleneckModels.In Int.Conf.Mach

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.453131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.147304Z digest=sha256:8a26be2f95ccd48d57a7f9260e45308de954b6f3c8236bc3e17f4fc07c0eee27

Observation 9b3fca99-3d32-47f3-be11-aad3cc002db7 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.435777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.154743Z digest=sha256:a23e72fbbc7ed93612889069e9a75fc8bc9e16f8caed5cdd01ee1a0216f65408

Observation e7db8483-0f46-4322-a426-7c63f4fb352c · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection LLaVA-OneVision: Easy Visual Task Transfer

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T14:53:23.177822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:53:23.177822Z digest=sha256:1f9b5c1f32c788665ed626b97686df2aa6b35a1c3dc687f0ef6b25d790584489

Observation dcc89598-4799-439f-8d00-4211cd6da3f3 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.402475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.189106Z digest=sha256:a40761d97b2e264a80fb34c0bfc3c6fea8cf0e9306574f8717cbaf7dde8217a3

Observation d50356c2-2816-4fdf-a0a0-3c9dbbafe5a6 · outbound

This paper cites InIEEE Int.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection InIEEE Int

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.417389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.170454Z digest=sha256:6d29b3d1bbdf3dcdcb3121a591e983081e9244e60f140454876ad1e5a551e450

Observation 69f86eee-0333-4083-a1ae-ea50a95af6af · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.370908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.198473Z digest=sha256:2b846dea7dd956a5d4dcbaf12d5943bec1f7f5861fdc256ed20d887ec544dda4

Observation 4532a82d-ba7d-430b-8248-2f59aac64fc7 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.354822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.203202Z digest=sha256:d101d66358701a9638aa19882e9a6fa2afb374bd17cfa9848bbe145bd81a57a4

Observation ae75bb54-e705-41e6-9830-20af78feeb91 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.387451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.194013Z digest=sha256:d2eb2ec45a0c0fe815e83a57568107d64cdbca69683a03113b8d4d8b2a8777c1

Observation f458afa0-3efc-42c9-9da9-dc4135994b2c · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.307568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.217864Z digest=sha256:69726f7867cced270fe4048d1bc4435348e0d61cb8d4aa7e9109e1b50a721c80

Observation 846ad200-37a3-41df-afb2-68b6884299af · outbound

This paper cites InACM Multimedia (ACMMM).

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection InACM Multimedia (ACMMM)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.292959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.222342Z digest=sha256:4a18c3876d52bed7bf2cc9325764ebb36249b502db3de10c588ac701ea888b17

Observation 999357d0-ccb9-4a4e-9049-9071aa03ba33 · outbound

This paper cites Stich, and Martin Jaggi.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Stich, and Martin Jaggi

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.276903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.226555Z digest=sha256:5a1ff05e1414a1661a5c0a6f1513e957d1798a7fde93fd16601c23431282c072

Observation 560de040-3a1c-400e-9902-3c86d6d88382 · outbound

This paper cites PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.323758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.212880Z digest=sha256:cd8059efe9f718c11031291174f1c28e256bc7daf6223d651d484dca02dae02f

Observation 08d7b484-0570-47eb-abf3-f9d5895da241 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.244776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.234972Z digest=sha256:704d254f5328b2d56928ccd90da5ca5296785cbf2f2a46b84582da54ae7839a8

Observation 900253b5-1b1c-438b-a2d1-eeb386f74b6f · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.225688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.239459Z digest=sha256:66a15a49b1b6eaeffed982de25a8e8fc489e8265c86ddb435c395637198996b9

Observation fc98a80b-cbbe-4810-8fa2-509cdc79adc5 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.191765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.248765Z digest=sha256:ddba8bc47eb4b5e17686dffe0f300f57e26d1a7604b1fcbee08f845597f1ed38

Observation 4db26d3f-dd4f-4e94-9ec0-1f2d54deab46 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.261672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.230606Z digest=sha256:2f48487f5bbf64f3a887dd87be601d0b61774c13ec9d1158e36d7d3a4e899468

Observation e2a8d705-a585-4e46-b121-9c48f16f9c40 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.157682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.258382Z digest=sha256:56c22e116173412b64e1a458b1e1d0fed48e8d20c13833156d20741d271a6a4e

Observation 721b943e-5ba3-470b-a6c7-6732a59ef8ee · outbound

This paper cites HOICLIP:Efficient Knowledge Transfer for HOI Detection with Vision-Language Models.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection HOICLIP:Efficient Knowledge Transfer for HOI Detection with Vision-Language Models

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.136547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.264195Z digest=sha256:d061e5fa4880bb9c355a4ac941049718daaad4f96245036880750af4f7686b4e

Observation aed0fb9f-9ad4-4e5d-96c7-1050fdd516ca · outbound

This paper cites InAdv.NeuralInf.Process.Syst.(NeurIPS) ,Vol.36.CurranAssociates,Inc.,New Orleans, LA, USA, 45895–45906.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection InAdv.NeuralInf.Process.Syst.(NeurIPS) ,Vol.36.CurranAssociates,Inc.,New Orleans, LA, USA, 45895–45906

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.207970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.244053Z digest=sha256:b18725a3acdc06619395b9c68468480852c300097b36f8659ad1d289c511965f

Observation b9046b88-12b8-42e3-b56f-d598bb83d160 · outbound

This paper cites GPT-4 Technical Report.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection GPT-4 Technical Report

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T14:53:23.274209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:53:23.274209Z digest=sha256:54094fad8f07cd2d2d34f327725014e9522afbd77110e11158a3968231e256ab

Observation b0515846-d0ab-4416-a298-077df0f5493d · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.174685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.253511Z digest=sha256:2e1bdee55c6bf9b58d15389502fbb9df044870454d91b1a8229433a25ac064ac

Observation e9fc70d8-f958-4dae-bdc3-365f8fcb819a · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.083053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.284434Z digest=sha256:22b6dfd6201daac5e19d69f97d371519ecdfaedda8ff4906cde433366fc38447

Observation 5605077a-00a7-4e6c-8ccc-61cae2dac200 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.066701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.288985Z digest=sha256:cadefcfa170af3adc7764a78973dbf5ac462db200ec7b2a37c286be7d39c4c56

Observation db428133-f2c1-4612-a7b7-1844bd02fcfa · outbound

This paper cites ASIF:CoupledDataTurnsUnimodalMod- els to Multimodal without Training.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection ASIF:CoupledDataTurnsUnimodalMod- els to Multimodal without Training

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.117098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.268869Z digest=sha256:da1daaf291974f03da62b52e694008307e139bab6deb4d0bf416b92279aecf29

Observation 6de051fb-f327-4fd3-8ac6-838354de36ee · outbound

This paper cites Whatdoesaplaty- pus look like? Generating customized prompts for zero-shot image classification.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Whatdoesaplaty- pus look like? Generating customized prompts for zero-shot image classification

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.029366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.298080Z digest=sha256:59552f0b7a2fab17db9975a703cbb44d3ed4a65eaa7d31418911377260c3db0f

Observation 499ced42-21d0-4505-b6f0-00d4ad418712 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.099397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.279072Z digest=sha256:91c30d63eeec8e545145d9138bc018c26c826e479234ce037804223bcc5351d4

Observation e697fdd7-99ad-4566-a972-0ac80d899c3d · outbound

This paper cites Girshick, and Jian Sun.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Girshick, and Jian Sun

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.996822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.306955Z digest=sha256:2842ef331622ea94e184ae07ff66f90d391890445ffbdff2a37e287bb05fc72b

Observation 99d5d576-96c8-4306-87ce-5cce5341699b · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.979209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.312025Z digest=sha256:2b8f01ecdb04d42e0a637b806dcbb43f7ec67e0fa036d2b45d89640a10e8180a

Observation ef4b2500-2554-4b78-b118-25485d70078f · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.045684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.293601Z digest=sha256:d44e43eea8b9c10d31ea392f126b34527b8b2c771258101c230571beb3bbfe89

Observation 14bb9c1a-7b90-4713-b0ac-10a99eef4358 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.945172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.326089Z digest=sha256:dd8af979039421627b0146ba2afab82787c06e6ad5b3b26fe75ebe11db9bed6c

Observation 1e36a49b-57b9-40d7-8aef-0d5f4ac0ac46 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.013143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.302353Z digest=sha256:37ee39ca25c1a96bc5e8dba00eda2b7ccd88b21c32f5295bafad3e68a914f850

Observation 18c7d992-c9fa-45e7-a8bb-d135143b50e6 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.910252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.339626Z digest=sha256:bc37e3efc8f873d0b928a6827655ee9b18cfa3336e28368dab8493141a86cecf

Observation f6f4bb89-f901-4657-944c-a08e741d550d · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.894892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.344442Z digest=sha256:8e85eed667c9d37edfb59ef086d7accafd87974c77babda0f9451cb84525d76e

Observation dacf1d89-f63f-4fcf-b100-91a622631883 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.961779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.321391Z digest=sha256:41df428ad23cfa91c9afd35ec3c73cde29e19ea99dce93b9de6e01d131426711

Observation f67466f9-736e-410a-a579-cb6341f94da1 · outbound

This paper cites RecoveryofSparse Signals via Generalized Orthogonal Matching Pursuit: A New Analysis.IEEE Trans.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection RecoveryofSparse Signals via Generalized Orthogonal Matching Pursuit: A New Analysis.IEEE Trans

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.836638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.354620Z digest=sha256:ea71dfc3ce086843ecf5bc4edb8985eebb6378af4e3317b6ff0ec59d8ff02092

Observation 5640641e-de86-4950-9beb-8ee9d824b9b6 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.927619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.334629Z digest=sha256:4de54ca48e8e73ff72067a4cef98d0b3144b20bbd22d9e458c7952d8fec39d2f

Observation d6489625-8e51-4d32-a81c-fa6807442912 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.804296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.363991Z digest=sha256:c6562c1f4db96b43a32222ce685e6386059670c3c857386ffdb8972b4031acdb

Observation 4b25acc4-517b-4db8-bd4d-87e3e578e5ba · outbound

This paper cites ExploringPose- Aware Human-Object Interaction via Hybrid Learning.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection ExploringPose- Aware Human-Object Interaction via Hybrid Learning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.790118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.369730Z digest=sha256:0ddacb9d4640d86cb2e4cd21db3fbc84fca8886fb40918bc21b4638f25846176

Observation a9cf23ea-2aa8-4d26-9ec6-e11f984f1516 · outbound

This paper cites In IEEE Conf.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection In IEEE Conf

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.876541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.349913Z digest=sha256:e1c68814b3eac37dea6784670bd666e36aa5ea0f256e132ada1fc6e918192e4d

Observation 37458610-0038-4c06-8bd5-ea6da4259338 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.757051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.379666Z digest=sha256:6bfa6d397614c964cf286ae192185b95349a311125c50a4ea95f02fd2e3f2c0f

Observation ede8a274-61a4-4bec-bf99-a24ef93f8284 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.820632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.359207Z digest=sha256:d869d816e6b69357d4ac36dd75ef7e29e10df4e5686b54fbd9da4a0fb6ca6c1d

Observation 1433d956-39d7-4a2e-988c-e2a083e45d89 · outbound

This paper cites DeconfoundedImageCaptioning: ACausalRetrospect.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection DeconfoundedImageCaptioning: ACausalRetrospect

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.721750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.388639Z digest=sha256:1e6d71e1581de89d23d4f0a131ed3c456e12e03fb4f46282faeda5c3abed4fa4

Observation 0cde5753-6a81-4094-8f44-6e07c93ac59e · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.706057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.394030Z digest=sha256:bfa8946d1a7c2e24b1b31c61d76103f09d03599ad2e87344320ab4bf3e152f99

Observation ce12f7dc-a80f-4f06-bdef-9d2bd6130278 · outbound

This paper cites End-to-EndZero-ShotHOIDetectionviaVisionandLanguageKnowl- edge Distillation.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection End-to-EndZero-ShotHOIDetectionviaVisionandLanguageKnowl- edge Distillation

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.773863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.374426Z digest=sha256:0eff9b53a947406fc0b17d8db5f933db13206b915273a18dd5355b280428c340

Observation c24373c2-9339-4498-8bd9-b5801a92952c · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.674999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.404515Z digest=sha256:2c4bce8618d4652bb95e5e1d912e45df9bfe38251bb5883fa3833d4985941721

Observation 9419429b-213e-43c3-9fd5-321f8516cf22 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.741075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.384132Z digest=sha256:2881b624eac2bb06eff24f96dd085903e7333499c219147c5c7c33ba1eb09e0c

Observation 25eba3d7-1189-4aa1-a8e9-530f0d226991 · outbound

This paper cites EfficientTwo-Stage DetectionofHuman-ObjectInteractionswithaNovelUnary-PairwiseTransformer.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection EfficientTwo-Stage DetectionofHuman-ObjectInteractionswithaNovelUnary-PairwiseTransformer

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.635939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.414944Z digest=sha256:e019a3217d1ee82ce717922a54c7e87b1f8727d28b409e6fb37f0521e129e589

Observation 59f679f8-4d0f-4b5b-9b66-c2fc6564b1e1 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.616819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.420962Z digest=sha256:3bdf68dd81ae604833dd45dc3519541902c69eb9df14d4e612790e5b330c3325

Observation 6ae9fe56-4b2e-499a-a511-a934d9e3d870 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:23.691559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.399269Z digest=sha256:4836ad1dfc0373c10f273a69a43b946c5feac5ca5d8b115572b22b0fff16cba5

Observation e7ebf01f-b401-4e6c-9b18-8b56bf1d97be · outbound

This paper cites Yes”| “Is the person{verb} the{object}?.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Yes”| “Is the person{verb} the{object}?

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.574174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.431330Z digest=sha256:b91efa975dff46d084f0b71a1f109cd5e095615aeed9932af11760a72702f6bb

Observation dd53df58-56eb-49b8-bd2a-9f977d084bed · outbound

This paper cites Zhang, Dylan Campbell, and Stephen Gould.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Zhang, Dylan Campbell, and Stephen Gould

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.654649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.409326Z digest=sha256:bbb72f5e8d3dc48d57d5afc6f63dc2c28f4d91c3c5f05a19f933ca2b861e2110

Observation 57a33f78-ffc7-40f6-abd4-edb1d990ac30 · outbound

This paper cites TowardsHard- Positive Query Mining for DETR-Based Human-Object Interaction Detection.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection TowardsHard- Positive Query Mining for DETR-Based Human-Object Interaction Detection

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:23.594001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.425690Z digest=sha256:f7633079345840148f51ae6675bf53d299ff5f522a722227c8fafba5b456d4af

Observation dc45d979-50ef-4cca-b378-fa1dfc639183 · outbound

This paper cites InIEEE Conf.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection InIEEE Conf

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.521446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.121339Z digest=sha256:cc4cbd0d8d44fc2323cdb40eb10e1adcbcbee32ab563c3ec6176eb5576d18a08

Observation 5c24ebde-898f-4d67-a436-e62053d05e70 · outbound

This paper cites IEEE Trans.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection IEEE Trans

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:53:24.338812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.208101Z digest=sha256:1485606a2ce708a51b1808ea31a48558c2745b2e59831aa5eedbbd2eec3c59f4

Observation dfea0609-bbfc-4366-a327-1964c2be0a86 · outbound

This paper cites an unresolved cited work.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:53:24.574663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:53:23.103213Z digest=sha256:89ac3286c4b09f9bfc87ae7e1f129d1062b17a0e0841bda7c55325f29dfcd71f

Pith citing papers

No inbound Pith citation observations are available.