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Paper Citation Record · LEDGER

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos

As of 10 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.25125.

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

pith.paper-citation-record.v1
2607.25125 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T00:41:45.598802Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

62 of 62 outbound references displayed

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  • unresolved62
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  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bf5ea08-7b70-4cfd-a6f1-9471b9a52e11 · outbound

This paper cites Qwen2.5-VL Technical Report.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Qwen2.5-VL Technical Report

Reference 1

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Observation 4a5f09c9-8cf5-4a90-bb82-a65c7c22084a · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2

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Observation a658caad-db84-460c-bd9b-363dcffe015d · outbound

This paper cites VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

Reference 3

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Observation 78fc7aaf-8708-4543-ad2d-6e5c81ec4788 · outbound

This paper cites arXiv preprint arXiv:2504.03151 (2025).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos arXiv preprint arXiv:2504.03151 (2025)

Reference 4

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Observation 502410ac-fd68-4e94-99f8-449378372787 · outbound

This paper cites arXiv preprint arXiv:2510.20696 (2025) 16 C.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos arXiv preprint arXiv:2510.20696 (2025) 16 C

Reference 5

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Observation f681ce77-74de-4d2b-99d1-18b2566fb279 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

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Observation 79f29618-0939-4bb8-b572-b076a23f8f21 · outbound

This paper cites In: International Conference on Learning Representations (2025),https: //openreview.net/forum?id=wCXAlfvCy6.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Learning Representations (2025),https: //openreview.net/forum?id=wCXAlfvCy6

Reference 7

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Observation 0a7abc4e-09f7-47fc-9794-a8776dcc0e66 · outbound

This paper cites In: International Conference on Machine Learning.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

Reference 8

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Observation 6786cfc2-b04d-45e0-8a2e-bea94a6b9901 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 9

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Observation 1658cdd3-d9ae-47ab-b437-280a80ff8448 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 10

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Observation fe7caba8-3fa1-47ff-97dd-f0e2360aa259 · outbound

This paper cites In: International Conference on Learning Representations (2024),https://openreview.net/forum?id=5Ca9sSzuDp.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Learning Representations (2024),https://openreview.net/forum?id=5Ca9sSzuDp

Reference 11

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Observation b287e8fe-1bc6-4462-b169-d990efca262e · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (4), 532–550 (1987).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos IEEE Transactions on Pattern Analysis and Machine Intelligence (4), 532–550 (1987)

Reference 12

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Observation 6152ed4e-b5d6-4f6b-9fc7-190422c0f7c8 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 13

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Observation 456a767d-4384-49db-9f9e-48f6bb8b8628 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 14

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Observation db91eb54-1f48-4ac1-b1d3-ee4151bfb162 · outbound

This paper cites Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=zKv8qULV6n.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=zKv8qULV6n

Reference 15

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Observation 521c5cc8-6fc7-4078-bb20-0ad55184218d · outbound

This paper cites In: International Conference on Machine Learning.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

Reference 16

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Observation 258f7411-0ba2-4c0f-80c4-57d1764bfd7e · outbound

This paper cites In: Proceedings of the Conference on Empirical Methods in Natural Language Processing.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the Conference on Empirical Methods in Natural Language Processing

Reference 17

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Observation 3d71f0f6-e618-4fb5-a6c0-565afe814dd2 · outbound

This paper cites io/blog/2024-01-30-llava-next/.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos io/blog/2024-01-30-llava-next/

Reference 18

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Observation 354b67b6-435f-43f0-9a31-00393d762abd · outbound

This paper cites Advances in Neural Information Processing Systems36, 34892–34916 (2023).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems36, 34892–34916 (2023)

Reference 19

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Observation baa05adb-22e5-4671-9fc1-2afb242f4e1c · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 20

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Observation ec1c3ac7-911a-40b1-a9a7-58b645310da2 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 21

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Observation 58d956b6-350f-4fad-9180-911e6c19d2cf · outbound

This paper cites In: Advances in Neural Information Processing Systems (2025), https://openreview.net/forum?id=QaZxGWlbgO.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Advances in Neural Information Processing Systems (2025), https://openreview.net/forum?id=QaZxGWlbgO

Reference 22

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Observation 36b8c8d3-1d7a-47d9-a959-56520cd74efa · outbound

This paper cites Advances in Neural Information Processing Systems36, 46212–46244 (2023).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems36, 46212–46244 (2023)

Reference 23

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Observation 8c3748e9-6466-4b06-b58c-90fc006a4d4d · outbound

This paper cites In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Reference 24

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Observation 0ddb8fd3-e813-4c1e-ad46-4ea2ecf2df48 · outbound

This paper cites In: International Conference on Machine Learning.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

Reference 25

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Observation 1ca41b6c-77f4-41b8-9b3b-7288fa3d62f7 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 26

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Observation 641a8cc4-8fe7-475b-b195-1bd536bdb781 · outbound

This paper cites In: International Conference on Machine Learning.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

Reference 27

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Observation adf5f398-4c04-489b-a6ee-80eda0b5d52b · outbound

This paper cites In: International Conference on Machine Learning.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Machine Learning

Reference 28

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Observation c03e3314-2109-4aa5-a944-892e0f3ece20 · outbound

This paper cites In: Advances in Neural Information Processing Systems (2025),https://openreview.net/forum? id=5xPvWat3IX.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Advances in Neural Information Processing Systems (2025),https://openreview.net/forum? id=5xPvWat3IX

Reference 29

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Observation 04851062-e653-4146-b8fe-6e3d290c3b0a · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 30

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Observation 7c131345-5c48-49ae-af5c-898d4f795257 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 31

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Observation bf07732b-8e23-46af-ac36-8e57d04510c0 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 32

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Observation 29ac574e-7bdf-4acf-9701-a3c5159fa32f · outbound

This paper cites IEEE Transactions on Circuits and Systems for Video Technology (2025).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos IEEE Transactions on Circuits and Systems for Video Technology (2025)

Reference 33

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Observation 02027fe2-c7a0-44ef-895c-b3b3600d5672 · outbound

This paper cites Kwai Keye-VL Technical Report.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Kwai Keye-VL Technical Report

Reference 34

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Observation 39b7c1b2-b415-4bed-81ec-f77b5c0ff6bb · outbound

This paper cites In: European Conference on Computer Vision.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: European Conference on Computer Vision

Reference 35

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Observation e8e15b16-160a-4f27-a220-73b4e3bdb962 · outbound

This paper cites IEEE Transactions on Image Processing 13(4), 600–612 (2004).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos IEEE Transactions on Image Processing 13(4), 600–612 (2004)

Reference 36

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source=pdf_text observed=2026-07-31T00:41:43.939220Z digest=sha256:2b850952e94d476a61cfd55cf52d85467cd5af515ba486b7a7122bbe3cbce268

Observation 19744b49-bec2-4365-b577-2fd1dc530b01 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 37

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source=pdf_text observed=2026-07-31T00:41:44.102157Z digest=sha256:0e14a5f64ef947fd5797780ef4e58afdc896cc862bfcaa5a98a1d4f30dc070fa

Observation 67ea58c6-f3f4-4443-9f96-dda3c066fad2 · outbound

This paper cites Advances in Neural Information Processing Systems37, 28828–28857 (2024).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems37, 28828–28857 (2024)

Reference 38

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source=pdf_text observed=2026-07-31T00:41:44.220367Z digest=sha256:e87a828de90772c4ba65a1ea97366256d25c97baacdc134f32722e8e19f4e159

Observation 642e9227-7949-48a7-b5ca-1a8cc5a9e924 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 39

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source=pdf_text observed=2026-07-31T00:41:44.332743Z digest=sha256:3d6a801538fb85967f42531ed9f7bc5f5acc31b0e35c7e61446cecbc82d89237

Observation 325dcf66-6bda-40dd-94e2-68534eb91740 · outbound

This paper cites In: Conference on Language Modeling (2025),https://openreview.net/forum?id=L7jS3peM3w.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Conference on Language Modeling (2025),https://openreview.net/forum?id=L7jS3peM3w

Reference 40

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source=pdf_text observed=2026-07-31T00:41:44.450922Z digest=sha256:8b90f360d8e22941bc602915b6b991724235c17f00416cb3e691c2cb1cb6dfd8

Observation e602a71f-a762-4519-9f19-f8f59b2aba24 · outbound

This paper cites net/forum?id=FDAI0PY9Qp.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos net/forum?id=FDAI0PY9Qp

Reference 41

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source=pdf_text observed=2026-07-31T00:41:44.595538Z digest=sha256:f1b9779277457ddaff7fa027c44eaa0d4f5e8afee02d303ea161eccc3affd318

Observation ee17aef1-c48e-48d6-af6a-32821e332600 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 42

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source=pdf_text observed=2026-07-31T00:41:44.719443Z digest=sha256:327a040ed5a4071af499d3bc5ffd3cbd27b12e5e10f7ef806b155acc9b65137f

Observation 49a12b48-b180-4b49-8c90-b20dee4f7359 · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 43

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source=pdf_text observed=2026-07-31T00:41:44.817519Z digest=sha256:8b94f949a20e67ff949faf46b17fe12f8e9739abcef086697099c1d12cdde8ba

Observation 4bf35ce9-d9d4-4bdf-b612-a4ad2d6a987a · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 44

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source=pdf_text observed=2026-07-31T00:41:44.921773Z digest=sha256:7c48458148b2e57475d04d523fb74cf75cc9c0de9b20da7f817b7203c447c6d2

Observation 00e2c78b-96fb-4426-b296-e2f7c63a8012 · outbound

This paper cites In: European Conference on Computer Vision.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: European Conference on Computer Vision

Reference 45

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source=pdf_text observed=2026-07-31T00:41:45.036699Z digest=sha256:4c71880ed19c803766fd0e1a88d42054d8688f4c0296c9ae229fea34ee0a12eb

Observation 71a5ae73-87e2-423a-aa00-750e4a42d298 · outbound

This paper cites Advances in Neural Information Processing Systems36, 76749–76771 (2023).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems36, 76749–76771 (2023)

Reference 46

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source=pdf_text observed=2026-07-31T00:41:45.184019Z digest=sha256:dbc57f31b0568a84ba8399d8e7084b2f9eb3075aa19bf62046f560c0cb0017aa

Observation ae6235a3-595d-468b-bef0-275581096ba2 · outbound

This paper cites In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 47

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source=pdf_text observed=2026-07-31T00:41:45.310234Z digest=sha256:4c969c5d5fa5c7a22db32977e009e7ef409a143c95b0b21415b2616be4c6796f

Observation b158b3d5-8e51-49a6-ba20-3f3a03add85a · outbound

This paper cites In: Proceedings of the Conference on Empirical Methods in Natural Language Processing.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the Conference on Empirical Methods in Natural Language Processing

Reference 48

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source=pdf_text observed=2026-07-31T00:41:45.412255Z digest=sha256:c411546a2b39b4f0cbde0270af0e7b31ec928012fed79e34f904adbafe05fa29

Observation 8d3278e7-7469-4386-a131-d009bea4cb0d · outbound

This paper cites LENS: Adaptive Spatio-Temporal Zooming in Long-Form Videos 19 Transactions on Machine Learning Research (2026),https://openreview.net/ forum?id=KZYhyilFnt.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos LENS: Adaptive Spatio-Temporal Zooming in Long-Form Videos 19 Transactions on Machine Learning Research (2026),https://openreview.net/ forum?id=KZYhyilFnt

Reference 49

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source=pdf_text observed=2026-07-31T00:41:45.554198Z digest=sha256:c73bbb44c0156b4be99354109e4a70e9bfabc1b3828a9491cc65efdb306ad75b

Observation 2cd499cb-ffd8-4694-ba3e-e769a745b965 · outbound

This paper cites Advances in Neural Information Processing Systems37, 32111–32136 (2024).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems37, 32111–32136 (2024)

Reference 50

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source=pdf_text observed=2026-07-31T00:41:45.561413Z digest=sha256:d27b8e555a796284066115fdb63133dc1c279fe35a26729d544d809fa97c9368

Observation 36c6ec40-9aa8-4943-bcaf-2c43a9deb00e · outbound

This paper cites In: The Thirteenth International Conference on Learning Representations (2025),https: //openreview.net/forum?id=tTBXePRKSx.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: The Thirteenth International Conference on Learning Representations (2025),https: //openreview.net/forum?id=tTBXePRKSx

Reference 51

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source=pdf_text observed=2026-07-31T00:41:45.564263Z digest=sha256:20f7bac5c015677eef3d42181b29322e5b2d75360b63b356426762f964ee9f35

Observation 952e2b08-1c03-4835-9f46-e45010e1aac8 · outbound

This paper cites SPACENUM: Revisiting Spatial Numerical Understanding in VLMs.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

Reference 52

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source=pdf_text observed=2026-07-31T00:41:45.567400Z digest=sha256:33094b03487c8b1110dedcc8816cc2e4774d6c9e4990ca76fbdbdc1627209da6

Observation f5c7874d-3819-44a8-89f1-4d66412f564d · outbound

This paper cites PROGRESSLM: Towards Progress Reasoning in Vision-Language Models.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos PROGRESSLM: Towards Progress Reasoning in Vision-Language Models

Reference 53

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source=pdf_text observed=2026-07-31T00:41:45.571277Z digest=sha256:b228bba4e8973b62e533e6e97432e600d3bb780d85ad94bac776cc24b3008b87

Observation f1a9ea98-08ac-4db7-a978-f3a6f87dda6d · outbound

This paper cites In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics

Reference 54

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source=pdf_text observed=2026-07-31T00:41:45.574584Z digest=sha256:884928c9b9a9b5225aa693b771666a9b24b730f97cc13cd47d6d62d01d96e30d

Observation 4695fe0f-5a11-421d-b571-2cb31cbcb2f7 · outbound

This paper cites Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=30RAWQVGlx.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=30RAWQVGlx

Reference 55

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source=pdf_text observed=2026-07-31T00:41:45.577475Z digest=sha256:522b49922a00d98e817ba136818a963e3bbf86e085d5e6e795798afa4dbe11e4

Observation 410a8cab-8446-4e85-994d-0b1884437b0e · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 56

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source=pdf_text observed=2026-07-31T00:41:45.580319Z digest=sha256:7618bbb7b6e2aaab3902d40c841c42aa46a057d3f7fadd40c2032cbb458be956

Observation 7fee915e-aa35-450c-9915-372b4cc0758a · outbound

This paper cites ACM Computing Surveys58(7), 1–36 (2026).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos ACM Computing Surveys58(7), 1–36 (2026)

Reference 57

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source=pdf_text observed=2026-07-31T00:41:45.583754Z digest=sha256:414809a86bf9735523b765c078eb3ddb396ad79d9ee85ce7336fb9b47d1ae701

Observation af5ad18f-f506-4be1-a564-71603509eeb1 · outbound

This paper cites Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=EElFGvt39K.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Transactions on Machine Learning Research (2025),https://openreview.net/forum?id=EElFGvt39K

Reference 58

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source=pdf_text observed=2026-07-31T00:41:45.586611Z digest=sha256:e04b95f819018e447e14e8e4cfe9d52088d25e9b9e928e2824f8c6f2fb083d04

Observation 80547fe7-96c1-4f54-9bff-2236f9d377b4 · outbound

This paper cites Advances in Neural Information Processing Systems16, 321–328 (2003).

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos Advances in Neural Information Processing Systems16, 321–328 (2003)

Reference 59

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source=pdf_text observed=2026-07-31T00:41:45.589701Z digest=sha256:0c762a18ff8f0b49400a4826a5b02fdae6c4cf3ed1f5cf88a015ffa08f32ad35

Observation 45b1b2ba-7dac-4d7b-8250-83e7760d659e · outbound

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

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 60

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source=pdf_text observed=2026-07-31T00:41:45.592534Z digest=sha256:6f43dfdc27f7843425058bc2f4a2e12f287e3f6cf07ef12404a4bcb618c8d24c

Observation 4468465c-8542-4c9f-bc08-f54b645b66f1 · outbound

This paper cites In: International Conference on Learning Representations (2024),https://openreview.net/forum? id=1tZbq88f27.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos In: International Conference on Learning Representations (2024),https://openreview.net/forum? id=1tZbq88f27

Reference 61

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source=pdf_text observed=2026-07-31T00:41:45.595579Z digest=sha256:c2c76d63591aeb3c7d6bce482da19b30d9ad27573eefc49a680b474e38f1bbd4

Observation ea7c5707-ca62-4885-ae24-4a8404197236 · outbound

This paper cites What is the main idea of the video?.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos What is the main idea of the video?

Reference 62

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source=pdf_text observed=2026-07-31T00:41:45.598802Z digest=sha256:e5af6bf8d1604e4300522b5e5fdf32b173a41cc0164badac5c8c26569e12afe6

Pith citing papers

No inbound Pith citation observations are available.