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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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.

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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 2026-08-06T06:34:29.942622+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

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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 2026-08-06T06:34:29.942622+00:00.

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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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:01:51.223100Z 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
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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 2026-08-06T06:34:29.942622+00:00.

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:51.366490Z digest=sha256:9eda484ab172c501625e032182ed4191890b9bf89a95aba43619d156ccc175c7

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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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 2026-08-06T06:34:29.942622+00:00.

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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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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.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:51.837535Z digest=sha256:9c7cd9adcb4a301e8106a951608884053de284d3fc8d32e9818433f9baeddd2e

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-06T06:34:29.942622+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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+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.

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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+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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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 2026-08-06T06:34:29.942622+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.

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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+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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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

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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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+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

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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 2026-08-06T06:34:29.942622+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.

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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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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 2026-08-06T06:34:29.942622+00:00.

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:54.046348Z digest=sha256:870a7015996718810e23afd71514f37675eaf73807991a87a36bfed290348226

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:53.810467Z digest=sha256:5214d26c4a2232a4e9716c2751869e0fa79afa9f1823a99c9a528b76e6733479

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:54.579323Z digest=sha256:45183a13e53ecda9eaad8c91c21e81a55090ace0aaf6a516df28f7799f83493f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:54.823917Z digest=sha256:19aafe6b75210f0d6569d065c200be4e9458e07025faa7937879afa99373f7f2

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:54.649962Z digest=sha256:4334e046c023dcb3ea56e74dcf89c3b063971ccc2a0224cc30aabd1a7f2ffa1a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.144345Z digest=sha256:2524deea82493329e13f6694dbf4648942c8b71d4cc77c42559410ff56293d26

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.234016Z digest=sha256:450836f3eb2a69ec946a65538e54c72fcfc9206c9e3e2154cc06d5c61d55821e

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.335596Z digest=sha256:9c7495a96c7cd0ec1dd22292237acd373c25414008837439bb5d6053014705c3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.547814Z digest=sha256:2ffebc93b7e80ad8c0eb9d222307ba62e67e703a022160bec1d9a7dca81b9061

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.734128Z digest=sha256:d0e86e95d2c7ce358e09bf3494778f3892114b49cc4a96236676357be66ce481

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.457230Z digest=sha256:137e81797d4b919a714a1708521b1699a7fad3c5ef534d99e0ebd3a25edee466

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.955226Z digest=sha256:9b245cfe80be887991da9a6e6872d5e1483a0bc2b99cd571df4b205d7b8f640e

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.029153Z digest=sha256:4af55402dd59f0c267916cb9d3b6041137d0b962671215ea1896976496dececa

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.215102Z digest=sha256:42d9a45c9cb0b5dafc3834ebb94e9da44ca0b60c872b03dc722f5c76250ddf91

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:55.827167Z digest=sha256:216f72339a527fc231ee72011c565e83420bd99b3aea47f54b6b8217bb0aeb98

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.448712Z digest=sha256:2000aa1a0718075045b68124701439122463534d4689e1b19dd6bacfd679b8cf

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.544979Z digest=sha256:51a1e31db08d87691a6a95621a583cf3990de5d014522f775d2fa61f30d3a07b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.725402Z digest=sha256:3d29f4f85aa21b1105b5c17f47518c20af7f2675cd1fddbec6a5a912b60587e9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.337562Z digest=sha256:6cbe2f64362b15c91388832ed3c41b53bb971563a755705439696b9545360fea

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.949824Z digest=sha256:a7750ee7ed767d52721330ece19303f974ad7c36b9d4628e85f76302fc142fb3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:57.130532Z digest=sha256:b8f44759779d861ba04a470de0c0acb045a431f10392c90f22ab1497af9c1076

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.912837Z digest=sha256:c418115d160a8fde3d32fd77d8afa08e86499cf7b41df7689cc227ddb7ab31d5

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:54.162118Z digest=sha256:8592220e6cbf7c9fbf0f0505004cb343b6bf1a1cd1dd466c5536ae40b888604b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:52.922977Z digest=sha256:dfab30d25d1af9f549c360de9e5e99eedf4db282c8901a3e20fbbafe4c9dcd67

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.106557Z digest=sha256:6aa64b0d92a66a900f644bf28d9429ada16d514290b4afbcd9685501fda41e31

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:51.998972Z digest=sha256:7bb5d5371c4e3553383efef643e78aee372a0262181e56546bb5193106378502

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:01:56.609835Z digest=sha256:0edddb1637ab4c5fc08d42a5a08a0d2fb2fe8c31488e49f42f32fa01cabd3020

Pith citing papers

No inbound Pith citation observations are available.