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Paper Citation Record · LEDGER

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning

As of 7 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2507.12062.

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

pith.paper-citation-record.v1
2507.12062 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:01:57.130532Z

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 exact4
  • verified fuzzy6
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da313600-2ef0-41ac-8b33-b19edd209f0e · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:05.774182Z

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.

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Observation 65e1d945-a877-4924-b187-f92000682af9 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 2

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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=2026-08-06T17:01:50.944419Z digest=sha256:f496219e7ffb5d92d0ea0b48b55e1a2efc79ebce9177d0ddd2422b9873eea619

Observation 10e51e21-8079-42e1-a0f1-c70cd65386a1 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 3

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raw_fallback, observed 2026-08-06T17:02:05.476262Z

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.

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Observation a3388920-51db-463f-b6b8-7494ffc4bb35 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 4

Resolution
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raw_fallback, observed 2026-08-06T17:02:05.431098Z

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=2026-08-06T17:01:51.100813Z digest=sha256:9769cd2c8c5427f74b2577e9a65cbc2a46f9e859ec8e75a5b0bac184500d419a

Observation 677e940f-1bc0-4e77-bead-21d2308944ec · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:51.223100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:51.223100Z digest=sha256:53209b3bff78f998dac60bb00b3278198ccd798a70706a4bdd0e097ac5d55cbc

Observation e394a4a6-fed5-461a-ae45-e3429aef85fd · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:05.372676Z

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=2026-08-06T17:01:51.303288Z digest=sha256:91413c61c0c5f721031a19d5011b29a4bb64ef9dc6c9447ea88cb86f9011dc14

Observation 03c2f0be-e19e-4796-a27a-2b02c0023c55 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 7

Resolution
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raw_fallback, observed 2026-08-06T17:02:05.064520Z

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=2026-08-06T17:01:51.366490Z digest=sha256:15f0d7cfc173d7638fbee692a5ef04cedafd3b282a2d2a501f61486736590edf

Observation aa14b0af-143e-4365-800e-6484ab06eb1f · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 8

Resolution
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raw_fallback, observed 2026-08-06T17:02:04.977932Z

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=2026-08-06T17:01:51.448402Z digest=sha256:60504155d01446b38547fe2795b37bd187c45837389eb50cdbce65ff37b8e97a

Observation f72a1ff8-bbe0-4717-a50c-35d8cc8425af · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 9

Resolution
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raw_fallback, observed 2026-08-06T17:02:04.859613Z

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=2026-08-06T17:01:51.518970Z digest=sha256:608a5650e9df57e69a6bd81bec33b922cb068c4cba11f8be38ddbb4f0e0c4f9f

Observation d9f78afa-171b-4f85-a9aa-9bd6e7c52e77 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 10

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raw_fallback, observed 2026-08-06T17:02:04.721000Z

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=2026-08-06T17:01:51.635137Z digest=sha256:8eaa78a0c19e6470b68b71e83bce526557f61af720cf3c3a143fa65a46c00bfe

Observation 9f8a1607-bcaa-4ec2-ac45-d6d6da2b1352 · outbound

This paper cites ExCL: Extractive Clip Localization Using Natural Language Descriptions.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning ExCL: Extractive Clip Localization Using Natural Language Descriptions

Reference 11

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no resolver link, observed 2026-08-06T17:01:51.695147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:51.695147Z digest=sha256:46f06ee20d6a9df8cb3fe292420ff2d570f1c76b5383a7355004209515c48c49

Observation a0de938f-155a-4030-879e-06ee0875039f · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:04.606939Z

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.

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Observation 6fbdaf9b-e484-4705-8e38-15e95ceed8ee · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 13

Resolution
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raw_fallback, observed 2026-08-06T17:02:04.432329Z

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=2026-08-06T17:01:51.837535Z digest=sha256:74be86f88af2a045ce5de26b0edd5ce29d186ae271b60f3d5f300e38f0c593c0

Observation fa0f8091-b8ef-4e41-9bff-806d90808a47 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-06T17:01:51.937560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:51.937560Z digest=sha256:7bbd9f8b2dbbb3d1a5b38e748abf10900e8ba0f56bca3398e0d3afbb3d9fe90d

Observation 4f00260e-b41b-4320-84fe-b9a7bc717daf · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-06T17:01:52.074744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:52.074744Z digest=sha256:6f28e9c0e791629edbe0a4658f643a753c79bcc7f6a14d444d31903b6a869b7a

Observation 14965539-9948-44aa-85f4-3b503cefbf32 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 16

Resolution
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raw_fallback, observed 2026-08-06T17:02:04.005107Z

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.

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Observation 195346d5-6cb4-4e3b-b484-505667a2e5bf · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 17

Resolution
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raw_fallback, observed 2026-08-06T17:02:03.795675Z

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.

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Observation 1f407d39-6f66-4b22-883e-778238d08b6d · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-06T17:02:03.552113Z

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.

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Observation 236f61a4-d600-4788-9607-b0b703b9900a · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 19

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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.

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Observation 42bf14ee-400f-4db3-ae4d-a71024a2ded3 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:52.392417Z digest=sha256:088cfd1bd85690a3e8a5babd4288fff174416463e89039dd57406dc62a115726

Observation 555e1e01-2bda-4b0d-a871-6c919cc3702e · outbound

This paper cites From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs

Reference 21

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verified exact
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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.

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Observation 67c046c7-93fe-4e25-8faf-bfd9bf4d1412 · outbound

This paper cites VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization

Reference 22

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no resolver link, observed 2026-08-06T17:01:52.569023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:52.569023Z digest=sha256:1a1da0d810ae96fa83e0546a770a62d85868b3a32e6b8917cf1f2fa022caf27e

Observation 0646cd53-ba31-4c3c-80c3-cb4cceeb6509 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 23

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raw_fallback, observed 2026-08-06T17:02:03.049275Z

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.

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Observation 2e6c1423-023e-4de5-aa2a-1ab7bf948fa6 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-06T17:01:52.738436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:52.738436Z digest=sha256:1ef5d4be90c5cce9b2b087fc2e59d6537013966a645ef8eae93fdc13fdd5ae75

Observation 5691b0ec-177e-4aac-95db-5895a03b1a86 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-06T17:02:02.649380Z

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.

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Observation daad133a-1586-4098-8483-abc4171076b0 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 26

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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.

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Observation c13ef623-c21f-4660-8f1c-23b9544f6441 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 27

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raw_fallback, observed 2026-08-06T17:02:02.366215Z

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.

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Observation 2ea3e324-d1c5-40f2-8e68-00b17135fc86 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 28

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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.

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Observation 029ab9d7-e3c4-4422-b445-a63523ee4503 · outbound

This paper cites Generative Regression Based Watch Time Prediction for Short-Video Recommendation.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Generative Regression Based Watch Time Prediction for Short-Video Recommendation

Reference 29

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no resolver link, observed 2026-08-06T17:01:53.304316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c4b61102-18fd-4ce2-9da2-55ae43382a91 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:02.141660Z

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.

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Observation b88387db-c596-4279-8d02-dbf51f5df13c · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-06T17:02:01.998097Z

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.

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Observation 1893d2cf-85c0-42e9-8d58-dd0b71bd7902 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:01.866689Z

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.

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Observation 8b8ace74-75e2-41a7-a16c-22585e20c023 · outbound

This paper cites Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:53.655769Z digest=sha256:4788a8c98039038ebf1936f6131e56938cc3f5ecfdce5afc34a3b3d2102d6f5a

Observation 040bec3c-1c6e-4dee-82ce-fddc99118a55 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 34

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unresolved
no resolver link, observed 2026-08-06T17:01:53.716882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:53.716882Z digest=sha256:72383f71e37b7782a21718604137f9576316e092eedac6cce389e0cdfc66a0c0

Observation a2705a62-48c7-4d5e-966b-8297025c396e · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:01.605403Z

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=2026-08-06T17:01:53.933142Z digest=sha256:b38fb5807545efe737c0f27a4c0d52b14e62e7b5467c5cbe20a412d87fe70c8e

Observation 5c013700-15a0-4b79-9ecf-31131a0778e1 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-06T17:02:01.443661Z

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=2026-08-06T17:01:54.046348Z digest=sha256:a6b47424307ef5b6ad9b8d5961793f94dfb59b355da21cb4322b7680be9038e7

Observation faaaf3d0-28df-4538-902b-c89eb4f020ef · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:02:01.736228Z

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=2026-08-06T17:01:53.810467Z digest=sha256:c48638b9c0a92cbb3c7f17edd0e0314d3f003b1c047f88d559c30388ac9565b8

Observation d55b6c16-4552-4065-87c5-960399a9aee7 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:54.360770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:54.360770Z digest=sha256:e24c5e5b2108a1283b8ffc6d7befbf0678c6bbd6d6a403c3b64e591ac63f4358

Observation a6494f00-0a59-4996-8e96-b3ceea5632d8 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:54.487261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:54.487261Z digest=sha256:8fb6dd61667dacc1dc2b2ec684b042d11cdd361b64ab4e6fca08295e5f69d576

Observation 67b87124-c407-4299-9b9e-3f62f9a0db50 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:01.114759Z

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=2026-08-06T17:01:54.579323Z digest=sha256:ce716ed940081cd590ab9631946a965b6e30874a756b647e7dafaa6f2a7c3726

Observation 8bb59438-c28b-4f13-8a24-ea6c90092855 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:54.261850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:54.261850Z digest=sha256:f5df464abd4bc955750a3083b883b08c7383e875caedfcd0fd0061268145cd0e

Observation 21ddc416-f038-44eb-b236-555c1d03d87d · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:54.747581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:54.747581Z digest=sha256:8e1eb109f1c8f2c597a4079b53c24213290714af7b96d860ecd97aad3ab2322f

Observation b04b19d0-c9b5-4335-b6bd-4056d51c8ffd · outbound

This paper cites TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:01:57.695065Z

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=2026-08-06T17:01:54.823917Z digest=sha256:ee6f1b568e2404cccbda690d0daf01ab3a282e5d89a16b28f2650e3b3aba1a69

Observation 56d80672-1d52-4f58-94d5-f6ea0fbcd407 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:54.970339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:54.970339Z digest=sha256:29b7353bdcd63b3955054e7e561116042383b2bcf1dc4cf1b65b6626c5919c36

Observation 12181e44-80fb-40c7-b950-87f686f68b33 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:00.924570Z

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=2026-08-06T17:01:54.649962Z digest=sha256:5cee56ce2bb045bf1690ef0ab4b41c29177b6c93fb1723907d80b81e916be64e

Observation 395e2ad1-08de-413e-ba2d-5437cd3c9014 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:00.740711Z

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=2026-08-06T17:01:55.144345Z digest=sha256:a856e0d7043e5d8f5fce70b678833c6cb20395e66ee20e7e953dc5c925ca5e97

Observation 7e951564-d320-4930-8534-27fe5ecc8808 · outbound

This paper cites Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:01:57.514774Z

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=2026-08-06T17:01:55.234016Z digest=sha256:3874c9b62a447f73a6df242469f73a1340d38af546e94fa46494ba3b160d73c5

Observation b21943ca-7b81-451c-bc21-406c303084bf · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:00.601394Z

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=2026-08-06T17:01:55.335596Z digest=sha256:abc077a51114c50b6efe398c1bce0cfb22cbe02310b874447d6fb8d72feda4db

Observation 713a9ea1-d22d-4f57-97b7-3080719f6204 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning LLaMA: Open and Efficient Foundation Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:55.067828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:55.067828Z digest=sha256:d7ba7bc087a8b40ce45ec4d147fe332de8938379cf5ec677c49b0dfa1406bf98

Observation 959f5f75-d4a5-4056-8e02-4f14bb7c40ab · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:00.305060Z

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=2026-08-06T17:01:55.547814Z digest=sha256:108fffece7215dca1908b2082e3628dcae5fe02f5972470c69a313762a9f6776

Observation 25426ab9-f69d-4e44-8218-ae05f51e583c · outbound

This paper cites MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:55.650417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:55.650417Z digest=sha256:026c0ad4952e8972a34badf2848f32db422b19d6e04a9cdc4e9c92894440d089

Observation 825cb218-d257-48ca-b4bd-57b483e64252 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:00.090591Z

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=2026-08-06T17:01:55.734128Z digest=sha256:1320f7da3ef49a174b58acc419761720208b700bc6c503128eabcad64b65216f

Observation 49dc8596-fc4d-4050-87a5-1811af1740b8 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:02:00.462034Z

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=2026-08-06T17:01:55.457230Z digest=sha256:2a40ccee5a2a38aba8ce45d5f724b7d547581d00dd983a742fb1558a63849338

Observation a1629ad6-a20a-45b2-aa1d-3f594c63e35a · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:59.759065Z

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=2026-08-06T17:01:55.955226Z digest=sha256:c51dde928a8d655db006abe95bba504131980a457d59ff6ada8ab769c73c5125

Observation de3f84a6-c853-4a04-a60f-4ef57f228d3a · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:59.588126Z

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=2026-08-06T17:01:56.029153Z digest=sha256:695a5030869dfa2a4a93cec1ac4240210ae703f88aa9bdd6745986e5b05cc439

Observation 6908063b-2c45-4560-8c5e-c6c8524dc170 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:59.142221Z

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=2026-08-06T17:01:56.215102Z digest=sha256:948364d74e1eed3599eab9357ad06688964b4381d094ae544b10c9beb64d7d3e

Observation f98da8eb-c6f1-4862-958e-4d7b0f9dd769 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:59.914368Z

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=2026-08-06T17:01:55.827167Z digest=sha256:883a9912622915806bcd7619b867e867cceb66723a56c8930fbb37c97cd55ff7

Observation 057d5f86-c1a8-46e1-8c78-10533682f541 · outbound

This paper cites Learning Implicit Features with Flow Infused Attention for Realistic Virtual Try-On.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Learning Implicit Features with Flow Infused Attention for Realistic Virtual Try-On

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:01:57.336574Z

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=2026-08-06T17:01:56.448712Z digest=sha256:0c20594b72fbad2f8db85b8b4416b2f8e1466020f499a7f66e4e610d029b902b

Observation cc219044-afe2-4760-b5f7-7b6ee7eed4d1 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:58.832197Z

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=2026-08-06T17:01:56.544979Z digest=sha256:6a3cf9317fa5eca097ec9400b67d0a2715c2255db0a8281435c122701342f744

Observation a2de970c-fb7e-47b3-84dd-22fe011d11d2 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:58.574328Z

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=2026-08-06T17:01:56.725402Z digest=sha256:4004eed06d1f3c17595d597e9477321b8e02d74bd3d6ef0a8346f586a7d2b7ab

Observation 69d7761d-49f7-4f9d-bb83-9b7e0e341bfc · outbound

This paper cites Span-based Localizing Network for Natural Language Video Localization.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Span-based Localizing Network for Natural Language Video Localization

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:56.789076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:56.789076Z digest=sha256:11e737ebb3c73c0c196e141b0101470bd0fa1e412bfee54ae7345bca892f774d

Observation 077690d4-62ed-4363-9627-aed7707f12e5 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:58.942695Z

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=2026-08-06T17:01:56.337562Z digest=sha256:85fc00f36e6509b235a05574fb8691925f8307e789365b6040dc3b2468799dd8

Observation 3f9de4f3-abc1-4339-bc15-30a79d98c235 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:58.212372Z

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=2026-08-06T17:01:56.949824Z digest=sha256:1f8fffc8c4edfe8e811b172261df341f79540a6654ebdbec5f1f85ee1e346cb0

Observation 74d21d0f-12d3-4872-b90f-f88063bff5ab · outbound

This paper cites MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T17:01:57.033054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:57.033054Z digest=sha256:dd44cc31691b4e35661c81c4c7e10b6d6c6fb92d566fa01e863d238b90dfd500

Observation 54a56479-c594-43a3-8c55-217669de9ec1 · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:58.054991Z

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=2026-08-06T17:01:57.130532Z digest=sha256:a4197a43784fcf96a09a7a0b0d7d8c82f1cbf07f1b7458d765356309db6166f2

Observation 5b26b043-84b1-490a-a69d-38fa35ca135f · outbound

This paper cites an unresolved cited work.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:01:58.394459Z

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=2026-08-06T17:01:56.912837Z digest=sha256:821f2f5b7fe2db94c5e1deabe0263eb6c3ddbe4a965c68600ece942bf8dd33b7

Observation ac6507d6-ad43-4925-82bd-a6040d969dcf · outbound

This paper cites In Proceedings of the IEEE international conference on computer vision.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning In Proceedings of the IEEE international conference on computer vision

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:02:01.273336Z

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=2026-08-06T17:01:54.162118Z digest=sha256:1b0ac22579d2dd3491c4ea9643112c248874f5424aaa58120932b897376f8ef0

Observation fb217f03-f8e9-424c-873f-6f9b11de6575 · outbound

This paper cites In Proceedings of the 26th ACM international conference on Multimedia.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning In Proceedings of the 26th ACM international conference on Multimedia

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:02:02.578578Z

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=2026-08-06T17:01:52.922977Z digest=sha256:8d96b49326b21817c8bb796e7f3ef2606b6f28e0c5e365b1a3718dd055b2ff3a

Observation 70807ce9-a57f-4913-8c2c-de0c3c159928 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:01:59.342757Z

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=2026-08-06T17:01:56.106557Z digest=sha256:914d5c768e7458a4956926d8359ca945e2b617a53509b2067ec09b059d1a5dba

Observation 3a8182c0-90e1-49c4-959c-ed394fa7956f · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:02:04.238160Z

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=2026-08-06T17:01:51.998972Z digest=sha256:86eea0019813e9dd5cadb700e7e1dbe949390b4f1f9892157efa210cddfd693e

Observation 7d288fa9-80d0-42c9-9a2b-9fdab5790305 · outbound

This paper cites InProceedings of the 32nd ACM International Conference on Multimedia.

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning InProceedings of the 32nd ACM International Conference on Multimedia

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:01:58.720418Z

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=2026-08-06T17:01:56.609835Z digest=sha256:2497f336f5ad638bfd870765e473ee67ccc33edeb40b6dc3218201eb3bff665d

Pith citing papers

No inbound Pith citation observations are available.