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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 20 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 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:50.944419Z digest=sha256:937d05c74fd528f74ba7a44ef3431427d7bdd6bf5508ecad03595ad4b8d9ec8e

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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Source-reported events for the cited work

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

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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.100813Z digest=sha256:aeefa603b4b6a8ee5241df0a73b394c3d103963b3c4bc2809270488b7ba315ac

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
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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:b85827600de4b1173254a846d2fc459da6a5c13d0f75f71454c687b4b8d3603f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.303288Z digest=sha256:5298e5b31686a8e8335f08cc106c252f97b40b0d80d3a4cdfe5e01bc7225e3d2

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
unresolved
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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.366490Z digest=sha256:5258f65c821c91a910e53cb0b55560ace09607a6404075d33a3da337120ca478

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
unresolved
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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.448402Z digest=sha256:603dd3bf29bda6bd424260d6b222d933f62f6e89cb2b2ab791859f395c531f54

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

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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T17:01:51.518970Z digest=sha256:da455a0b12efd93c6ed3192a42c41292e5ceb53d38174af63223680d734dd263

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

Resolution
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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.635137Z digest=sha256:c3195c7eeccfc70b434c8c8db6bba5760e11503dc75e705af1b1b5f292bc7c1c

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:51.695147Z digest=sha256:073421eaee0b9209bf3efb4e37bb1c05938a8db374cb2968d8a988f01bb09d12

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 2026-08-20T06:33:59.587034+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
unresolved
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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.837535Z digest=sha256:cbd4f24af27add5a9a4fca91b173873c5fc855e41da1cdcac755ce7543c89798

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:fe5d423606c5d401283755a5337f3ceb0a9f5250facdcf461ac4c4b3359acce6

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:e35a3fed3a24d518398928e58dccbfa16e3ed5a7a4511f42f9839251dbee34e9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:52.139783Z digest=sha256:b9d3785593b61dc1744048ed613cf8414e06c70fefb7511bc948da66f03131fe

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:52.198426Z digest=sha256:3bb3d5eeafe34867c6e41a135fb88f423393d2f31a6ae5844a8587b893d21d88

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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Source-reported events for the cited work

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

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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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raw_fallback, observed 2026-08-06T17:02:03.315402Z

Source-reported events for the cited work

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

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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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no resolver link, observed 2026-08-06T17:01:52.392417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:52.392417Z digest=sha256:4b4da6c68d0d6bd363ccc73d169e345197c442c23c813d125eb708cba2e01a9b

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

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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:efd7c7c88b5a2fa0f49dbbae244ab083fac4a8b338c607d07486aa26bfb23c49

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 2026-08-20T06:33:59.587034+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=sha256:83171e07bd14996bbf981fc501722581858426700374887794985ac76dfdcb29

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 2026-08-20T06:33:59.587034+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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raw_fallback, observed 2026-08-06T17:02:02.489906Z

Source-reported events for the cited work

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

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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 2026-08-20T06:33:59.587034+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

Resolution
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Source-reported events for the cited work

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:53.304316Z digest=sha256:c3a76eae2f667f87bc14e435eeba0f3c0ea53a8642e6156c2a46cdc338ff1558

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 2026-08-20T06:33:59.587034+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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unresolved
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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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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unresolved
no resolver link, observed 2026-08-06T17:01:53.655769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:53.655769Z digest=sha256:656ab71dbe89fec0395a19e008e06b6964c69b7f9676b9b097c5f151dd77534b

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:fb7f89618bb6ae5a3fff83a7e443dcd7a3ea0c5ea13c3c081ef86777f4a2fe92

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:53.933142Z digest=sha256:26a000a2430655cba25d4e6fbda94f3cd81245a0dbd0d10eeb2482179214e549

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:54.046348Z digest=sha256:cdf565e9c6bd4acc875126db62f1a84b402757b792c716153694ca925cbd0b6c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:53.810467Z digest=sha256:dce16a1676e8fc3c16bcd489a42b4454abb1bbaa91078e8f80913c088964e625

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:d20b986558f4f2bb7146e51ccfa783a29c1f75359d1541e2e279980ed2ed6836

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=sha256:73c97d3332cce0b3444b5acd8e9ace4877c3d4e1bb8fe6ae930f747741583bc9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:54.579323Z digest=sha256:ac931b067685f5aa48f0199aa9ac75f7e9827dd293d381d2a20179eb91e263cf

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=sha256:5904514b0c4840fa1373a1b1ec651a83d1c6b5d2017b008baa8fca1e5ac504b9

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=sha256:449932d96986a2152723d5786fa33cea5b69b8687d57d1865959625c225d7bfd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:54.823917Z digest=sha256:0c84a71ae6117bcbbb518392ee0e384e2b23e0910541d3ddb3719ff4c789e075

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:ef30a65191983409e70ab482d4922ee7caf4c6fc38ed9896b10212f25b7954c8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:54.649962Z digest=sha256:eb605777f43e1a239f942e57a03f021f161fdfc7cce1c2eae36440b53feff436

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.144345Z digest=sha256:a6c24851562c1acb574deeaef6e3df919c3dc3beb81ddb2c313d916fc965edbd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.234016Z digest=sha256:dac5eaa7db4c97165379b1f8a5f5aa96502be1a220fea574546f999fc838b891

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.335596Z digest=sha256:f8e218b1ffde87686f1e42c8a59e9cd16ea981f04d9ea6569a70df365e28650c

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=sha256:3c984c9180f9dfd3b199fc77d96298ff6543d104b5332fcf840e0225e35f3f4c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.547814Z digest=sha256:28d71af09a36946054cd32b7adbd519819874178f33c9950010033bc4439b829

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=sha256:7dd0cf6329c143120f1e5c1bd46ab7a02340d98fc9bab0c7c7ffdaef19a697d1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.734128Z digest=sha256:793da0e6c2fc9c2605b8d50f4a171dae2434c12117a7b46639b21881666498e1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.457230Z digest=sha256:0c8b0475de0117d706262364db5d7cb55c2585f23634bea0f3e7b639235ef3ae

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.955226Z digest=sha256:be8b88c5f4f9fb4c48bc264eec9fac065fdbc9a0108ba53c2e84edac00d90fdd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.029153Z digest=sha256:7ee9e4363eb116d3b5f07d15d08c72d235d1951ac75ee6ed39c83ba7f83a9a2a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.215102Z digest=sha256:ddbc2cad8fc23d7235bfba8987b04e517ac5749b39096d84cac4b1967d9df369

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:55.827167Z digest=sha256:896ca81c4921185fd65895949fe8ce82810d6076fac02179a782a1f6b5a4e48c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.448712Z digest=sha256:3a0ac3316004168d47dba787b6aed300bee0be2fd3c5d6dc55891834901f6bfd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.544979Z digest=sha256:a3bdd2dd3e14dde1e237f770b05e8f383f2665d7d08209eb9217f2027d4651f5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.725402Z digest=sha256:769e20a241317f545771edee575665e4fd343de25de817f7c91326d077c7190c

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=sha256:5df66f2ad9f36cc4d0c76dae530f760bf0e7507345e320bc63b1b6707eb1f657

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.337562Z digest=sha256:2bfc64107aa33b415f60987acf94026737659ff573b07ecbfe42f512c68806bf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.949824Z digest=sha256:8f10dfae14374147affee3da3235c494f9f5379ed7646879c6da9fa23357ffd3

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=sha256:96f73b4df4e325866f97469500c973cf8ef2493f534d04303c919486af09d158

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:57.130532Z digest=sha256:69898821d21fc7c47a2d2c431e0a701fa628bf0ef37b8d743a28d01c165e0386

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.912837Z digest=sha256:2df1bc9ca147d9c040aaf8abdae5071e460b14340c39f7c249248f0cbd53a4b6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:54.162118Z digest=sha256:d423424a50df823d4c7bf85df2759545a29f6ef0741b9a971ab5efa031b3963a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:52.922977Z digest=sha256:f2a07fe8139e8c2bdfa06099eee0bff99fc95e462cf857987990549e80b1f8d3

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.106557Z digest=sha256:045c08ac8595c2d64343aa61c2630fa3cd3455852ae04f0f051a8b8e99ef1abc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:51.998972Z digest=sha256:15fcc5e2e01bfa69db36ba0d9f5f5f8d512629259710889b0cd4844afb4f88ea

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:01:56.609835Z digest=sha256:3be4c2ede2f7d174743517c8849db5feff7fe395cbafb7b8d61666fe8ca63e52

Pith citing papers

No inbound Pith citation observations are available.