Pith. sign in

Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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

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:f3fd445493d5bcefa2229494319e98571ba86b013ef1a9f14d6916329d8ec56f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.051711Z digest=sha256:a64552461000b485e84119eac55d7165d880e23fdfde15c9cb2e4e87ea0247af

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.057652Z digest=sha256:f4666a7853844e994da2dca99f33179542feeb46349746a81cd6fbe010deefec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.063305Z digest=sha256:8a5dcb80d1afa39ecde355de78b8892cbb098ba2d856eb983709219d61dc1506

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.068101Z digest=sha256:ec739abfc8405e1be924a4b7b5328028e65a88b3bc5bf1db57e53a3282a28059

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.072727Z digest=sha256:e5c1778b7b3910d19908a7a5e9a8c9e001bd0f77d54ba8c310b24b2616229f32

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.078286Z digest=sha256:968f9254fcad6cd1ccd989821d10800861c390b4ba8bbfbd1f0e87c244e0f0c9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.082924Z digest=sha256:5332d23d4021b5ba3dd5a93e78e57cf9ca0738d5247cd242af55b6cea2ec00bb

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=sha256:8588be6c139b449c83cc41a01980dd120e088a16ece49258d843b5aea9c7caa2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.093025Z digest=sha256:9b92e869fdadd53968308a2b1ca17b884d7041ed5d95572b394bb6824837f26c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.097650Z digest=sha256:6739cb46bab2b2beff9db272e699f744583ddc6f018bbed2742816ad9a3689e2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.109900Z digest=sha256:7a5e72c8184ae2bc1cfcfd27a167015fb7b041aac77eaf146b7a8c668b711b29

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.115385Z digest=sha256:50965eb78d1c8fd7b5649752468cd2b48c08cc398d62241c24c66fff2e4bb658

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.127290Z digest=sha256:067c484a47a22a03237fb362ac38c840d4508b5ca76294d73b29070e50ac2156

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.134189Z digest=sha256:52fa3d57aa3d19b001d14237c99e5400569d687934a08f42ffd96944d9e88803

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.139381Z digest=sha256:35f35598bc616b97f647face8f33f41b948fca722b5cd07481c4a25c6d0ca5d6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.147304Z digest=sha256:eb4809ad4e0faf4d125c715b7086aa2c88f36a539363a87958a9cff0c7f677ec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.154743Z digest=sha256:cba7da44694a9462f534a18d0ad7a07acdccb56d60ac7781b7b3ddefbb0c1493

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=sha256:16d9f96934655bfff0b5488783bda2d679f447c108c4dff1e540884873f10371

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.189106Z digest=sha256:afd8aa17d4c4c2c878b59f28ff9f8164995eb5ce624c4a125920524ab5f1ad0e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.170454Z digest=sha256:730dbf4a0059bb88b81ac21a0252af4e6610d827028418e064c4d0cfd97cb3db

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.198473Z digest=sha256:61f7d94b92c5444a238cb6eacca534d487adbb471fa9f6407f706771fe814479

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.203202Z digest=sha256:d1baffd0ca5f8f7ea27a9bca780eee268dba30c2e4128a794ce41427f0f558b2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.194013Z digest=sha256:e96cdfa4b640c25c9a65a6e5d53bc26b165555354d1e92ddd1e131dae08c5230

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.217864Z digest=sha256:bc20fca3a339ca2f7b15e5814be0a7e13ff5dbd5180c8369b328e610374f7f1d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.222342Z digest=sha256:e5bcfc644caf55ba2ebbae75beec39dcbe60b23d62689af52f0e26ba784f91c2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.226555Z digest=sha256:b8c11820b0761458e0d05a3cc8f3125efbd61c88db2bf4d59c28a9c15b99608a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.212880Z digest=sha256:e128b4fe3d3f740b6d0d3ff49521ffde95c5e800d05da682c81334d313c6b14b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.234972Z digest=sha256:7cbfd5adf96ca69618269243cf77d0a9548474465f247dd3095c005870777347

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.239459Z digest=sha256:2e6c1ba0ea5f865ae2abc1ec6dc3d79e2f002f88ad46fadc5468679715f74939

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.248765Z digest=sha256:8bd804e59942bf94a036105f1ab94076cc69a7b37f1a9ac2c41c2dbd95cf8de8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.230606Z digest=sha256:16664c41b59fc69862c3c7ce126e69169ffabe8400e5680e42a25d4f63f9ef05

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.258382Z digest=sha256:ce7543ed793867f1fdc3f39586cd688871856f2b7b0eea22394d14fad248cf71

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.264195Z digest=sha256:36a05ae9fb04b5168632c4a07f70fc8c95bf316f8f02123438831794b09c3da2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.244053Z digest=sha256:0860e5a0520893e4b1aa3a1fb58aa29650ee11dfd94f7bb663ef89c9e8ed2c7e

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=sha256:49a903601a7ab5d40da8ff1a07704a8899519aa8eac36ed843eaa69e04dd7d50

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.253511Z digest=sha256:97d70e4b875ad5b1ccbf0aee6115770ff99d71b2a5a5fc84b6b76855d01e2b94

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.284434Z digest=sha256:dd47134b07da84e4e63d45eb5a4554862de5a752c52614418951edd2e8a4b0ec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.288985Z digest=sha256:5131140c252c8b91fc98cc32c10a13f061d661d4825eeec476d7ae5553cca0fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.268869Z digest=sha256:91141565845d5b42769968fae13aba2a1626f604b6130453d873fa8c10ecb40e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.298080Z digest=sha256:15685f0ed2d485ab89d4341f3356634cd59395944921f107bb739117620aa238

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.279072Z digest=sha256:022562724d8c0ff47ebe74c7e05591a78c991b54d9bd407b0c92b34897f062e2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.306955Z digest=sha256:f6a626216c4a4db0f37546511fb2e854e551cb10ffaef58c79d5dd3529e4a90b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.312025Z digest=sha256:279c8231594b1294ffc84021920ba7f4f4ae9c5754247e3e41f40dd0b5339c0b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.293601Z digest=sha256:6a0c2a8ad53b8352736bf9111001732afee9ab099ac51385558194f0ea986373

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.326089Z digest=sha256:0a0b5d6c80c141e143fd27f73ab4c12804726044e7c9d97d280c197a29474406

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.302353Z digest=sha256:02749f1d3f76c1c554e3e6ebae310ecc5316a0faed9e72ed35e123fe09f6e389

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.339626Z digest=sha256:1842d20bfba7c2bf365daeadf3c7fdb606df7d19b0b99b6e846bb47fb5293c88

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.344442Z digest=sha256:0d71a7cfc8e675f7b5d4df4f634934fc8ce49afe9d45d0a7ef096756354d3cc9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.321391Z digest=sha256:ac84a5abae3a46a8427bf0beb2165c5b4aba6687603d989ff099368f58c7efc3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.354620Z digest=sha256:b5de7692bc9a7cad59fbfce06d8ad0aba613b4212a122ac9455b2770f37abb32

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.334629Z digest=sha256:7f4a923be5043faad5ac05e5fb381a97cba382293be260e4e22354773bce0cab

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.363991Z digest=sha256:17790cd9b2f1a00003b5f06df75a6ff65710773232f6ac182534905183eb7beb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.369730Z digest=sha256:93474c5dc0169e1f7bd010d8a830a6de1bc51ba64fe9d29bfd2ec029da0f9b24

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.349913Z digest=sha256:b5a82ad149787a97880c8073f4c6ec77537ce9d07690c427afb07cbb6d955f38

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.379666Z digest=sha256:71306ffcef286c810c5ca661f33d9c93ad4a9981655a5e1d929cebb994322b66

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.359207Z digest=sha256:6fd79861c8bbef5c5cd6815f023031b54d9e160ca0d53357b72cd1438949889f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.388639Z digest=sha256:4cad530e24d2c9cf8f3e3b4e57055cb8e9cc46d10cfd81736ced18bc78be538b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.394030Z digest=sha256:eed4461664916b22714bbd116d26a7c417968b69d779e7b41c23a73aad1f27d4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.374426Z digest=sha256:8fc81baaa9cd0ac019ba6dbde5c29bf40b92c4d76b3402d9f26072440c92bfca

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.404515Z digest=sha256:6730e9d30843e4536b813da8499e33535f376a151c423baa7a8772540f16474a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.384132Z digest=sha256:a51cdafb0cc563584a10eda0e65ad1ec4b96917c9408a78a1a0350dc18120d4c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.414944Z digest=sha256:6d68070c1c80d29c3984d3798e8235db09ed791231303daf8ee0f1be90e177e1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.420962Z digest=sha256:776f1f0cd65d221ccccfac9e209a4c3323551211bdc64b456c31b688d137590a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.399269Z digest=sha256:1c85e41225ee9ce0d5c5e3af3ac07a73180e5b6ab7ef8c466eb6f1b52c5e5e63

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.431330Z digest=sha256:ed4e03bd7baf6e9f264245b0efab63c8028de7a104d1ac37afd6e772df55171d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.409326Z digest=sha256:c14ccc235757bb5b6a09916566c323c47dab5edb664f21a21b69a660cc92c5f5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.425690Z digest=sha256:7b94af1c0dd32e939aa8df49b5183f72510669dd988c4d8450524322163ec447

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.121339Z digest=sha256:85bbff0387c0f0592dfb69a2770d2bb7f0928c9db78de184d824e4a9d3927328

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.208101Z digest=sha256:7c0e3442f8b8631b9c5d622a2205d65390a9a2027429e53fae77714c710c2fdd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:53:23.103213Z digest=sha256:c1894e34ee2f19bd828ac1d849f0d98a6cf982741fdc83210129e4666d180395

Pith citing papers

No inbound Pith citation observations are available.