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Paper Citation Record · LEDGER

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2607.25266.

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

pith.paper-citation-record.v1
2607.25266 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:46:11.970443Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

66 of 66 outbound references displayed

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External citation measurements

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Outbound references

Observation bc04faf9-fb7c-42f0-b72e-f69bf3470cbd · outbound

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

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pp

Reference 1

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Observation 8f36ac6a-9e37-485b-86ec-ce666ee1a47c · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the 62nd Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers), pp

Reference 2

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Observation 63cabc03-d644-4968-a342-b5256635f0de · outbound

This paper cites Qwen2.5-VL Technical Report.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Qwen2.5-VL Technical Report

Reference 3

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Observation dfd1197c-6eb0-41e2-9ee8-7d021fc5f2d8 · outbound

This paper cites Science China Infor- mation Sciences67(12), 220101 (2024).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Science China Infor- mation Sciences67(12), 220101 (2024)

Reference 4

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Observation b072b137-65f7-4337-9642-a4784281d148 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp

Reference 5

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Observation 00dec503-d131-458d-81bc-04e9e6785b3b · outbound

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

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Advances in Neural Informa- tion Processing Systems37, 28828–28857 (2024)

Reference 6

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Observation 6eb97a2c-4bfd-4e27-ba22-c3cf64ac2332 · outbound

This paper cites In: Proceedings of the IEEE/CVF Win- ter Conference on Applications of Computer Vision, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF Win- ter Conference on Applications of Computer Vision, pp

Reference 7

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Observation 5845b1f7-9b05-42f8-acd3-dd48b667bc90 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recogni- tion Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pattern Recogni- tion Conference, pp

Reference 8

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Observation 94ae74b1-982f-4230-ac96-898394411722 · outbound

This paper cites VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges

Reference 9

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Observation fe796513-85e9-46ae-9507-49e484463c3d · outbound

This paper cites In: Proceedings of the IEEE/CVF Inter- national Conference on Computer Vision, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF Inter- national Conference on Computer Vision, pp

Reference 10

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Observation f4e65910-07c3-4025-be7a-382dadcc3bbb · outbound

This paper cites Transactions of the Asso- ciation for Computational Linguistics12, 157–173 (2024) 14.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Transactions of the Asso- ciation for Computational Linguistics12, 157–173 (2024) 14

Reference 11

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Observation 853e66be-becf-4cc4-a7e4-5f69f6f21734 · outbound

This paper cites In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V

Reference 12

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Observation 7fd36ae9-52e7-41f7-8523-194df55d8b51 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 13

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Observation fe40c458-93ec-4e4e-8d1c-07d91a5457c9 · outbound

This paper cites In: The Thirty- ninth Annual Conference on Neural Information Processing Systems (2025).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: The Thirty- ninth Annual Conference on Neural Information Processing Systems (2025)

Reference 14

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Observation ec25acb7-0d3c-41c0-9dfb-a00dd7bbd92a · outbound

This paper cites In: Che, W., Nabende, J., Shutova, E., Pilehvar, M.T.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Che, W., Nabende, J., Shutova, E., Pilehvar, M.T

Reference 15

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Observation 9f54a52c-95a3-444c-8981-429fd142b98c · outbound

This paper cites In: European Conference on Computer Vision, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: European Conference on Computer Vision, pp

Reference 16

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Observation 1b3fb90d-aa69-48c6-827b-6a3da779f8d8 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neu- ral Information Processing Systems (2025).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: The Thirty-ninth Annual Conference on Neu- ral Information Processing Systems (2025)

Reference 17

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Observation 02f73198-e42e-47d4-8044-fe942c0bac57 · outbound

This paper cites arXiv preprint arXiv:2510.04428 (2025).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding arXiv preprint arXiv:2510.04428 (2025)

Reference 18

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Observation 0dbe0cc8-4ad6-44f9-a539-8402412a25ad · outbound

This paper cites Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding

Reference 19

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Observation 4dc4775c-06e0-4fe8-9a1c-b5a1e5bd8e63 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp

Reference 20

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Observation 40b065e1-4618-4a25-b8f7-c20155686819 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 21

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Observation a2abd73f-af56-47d4-b895-e433d57d4a4c · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp

Reference 22

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Observation 027efb18-2848-443d-964b-601be6dcef90 · outbound

This paper cites arXiv preprint arXiv:2502.03183 (2025).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding arXiv preprint arXiv:2502.03183 (2025)

Reference 23

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Observation eb3f99c0-9757-4e5a-99c3-6eb2f97e86ea · outbound

This paper cites 15 In: Proceedings of the IEEE/CVF Inter- national Conference on Computer Vision (ICCV), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding 15 In: Proceedings of the IEEE/CVF Inter- national Conference on Computer Vision (ICCV), pp

Reference 24

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Observation 06ea1378-e013-45f9-b521-823fce82c210 · outbound

This paper cites European Conference on Computer Vision (ECCV) (2024).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding European Conference on Computer Vision (ECCV) (2024)

Reference 25

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Observation f73a3324-1ef9-481a-9461-5877d1fa84bc · outbound

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

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Advances in Neural Information Processing Systems36, 76749–76771 (2023)

Reference 26

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Observation e3feace9-1dcc-4709-9d48-978029a4cc7b · outbound

This paper cites Qwen3-VL Technical Report.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Qwen3-VL Technical Report

Reference 27

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Observation d2e32f27-452f-4e7f-888a-b85699a605ee · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 28

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Observation 36a0968e-e83f-4e4b-ad46-a92ae4a07355 · outbound

This paper cites In: Che, W., Nabende, J., Shutova, E., Pilehvar, M.T.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Che, W., Nabende, J., Shutova, E., Pilehvar, M.T

Reference 29

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Observation 5b7040e5-2767-4009-900c-fd8951b68c0c · outbound

This paper cites In: Forty-second International Conference on Machine Learning (2025).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Forty-second International Conference on Machine Learning (2025)

Reference 30

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Observation 496ec91f-c6a1-4ab4-98b4-cf0f2414ba61 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neu- ral Information Processing Systems (2025).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: The Thirty-ninth Annual Conference on Neu- ral Information Processing Systems (2025)

Reference 31

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Observation dbe0aaae-e529-411c-bff6-7ead93b9ef21 · outbound

This paper cites Advances in neural information process- ing systems34, 13937–13949 (2021).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Advances in neural information process- ing systems34, 13937–13949 (2021)

Reference 32

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Observation e75d26d8-805f-4a2d-8e72-613ce88b4f68 · outbound

This paper cites In: European Conference on Computer Vision, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: European Conference on Computer Vision, pp

Reference 33

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Observation 4e2aaf1f-104a-4d8f-8809-5ea5d83a4375 · outbound

This paper cites In: European Conference on Com- puter Vision, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: European Conference on Com- puter Vision, pp

Reference 34

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Observation 7f1b878f-50f5-4223-a2f1-686a3e954218 · outbound

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FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Frame-Voyager: Learning to Query Frames for Video Large Language Models

Reference 35

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Observation 2c69a7a8-0b57-4d21-980d-066e82e0cb5c · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp

Reference 36

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Observation 94354a3c-a955-4cc5-b43a-3c2d13681273 · outbound

This paper cites In: Proceedings of the Computer Vision and Pat- tern Recognition Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pat- tern Recognition Conference, pp

Reference 37

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Observation 3a3ad66f-2321-4b0b-aeef-3df0cd1fc2ff · outbound

This paper cites AdaFrame: Adaptive Frame Selection for Fast Video Recognition.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding AdaFrame: Adaptive Frame Selection for Fast Video Recognition

Reference 38

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source=pdf_text observed=2026-08-03T01:46:09.137255Z digest=sha256:aaedbb38fbc6018adc203d99061b1e3f70ad5f1f8be75ea1d10cf01bc215cf38

Observation 528cfabf-5346-46df-abc1-6e221876a984 · outbound

This paper cites Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition

Reference 39

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source=pdf_text observed=2026-08-03T01:46:09.193469Z digest=sha256:4c8db019c5a2f868346c77968247ce978dc2961d6c5d5917508eadb41ddce622

Observation 743d3406-674a-44e0-b9ce-4fb620c7a9e1 · outbound

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

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 40

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source=pdf_text observed=2026-08-03T01:46:09.255377Z digest=sha256:eeb9442854f49983dc9560936fdb2a544cfb9cb34439ee082983168e11f21f02

Observation dfedbbe5-f862-4b45-a8ef-eb66866c41da · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp

Reference 41

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source=pdf_text observed=2026-08-03T01:46:09.308438Z digest=sha256:f096d10635c2f66d99f3f2ddfedc242805f99f93858e7876b1575c1583531e65

Observation 8385c12b-768c-41ee-8cb4-456e2c7b0dc5 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pat- tern Recognition (CVPR), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pat- tern Recognition (CVPR), pp

Reference 42

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source=pdf_text observed=2026-08-03T01:46:09.365664Z digest=sha256:57d8bcd0ddb13e47507c7489aee0f8230e102c4043ed82d1326809547d9cc3b3

Observation 3e2d336e-368f-4069-8a42-27d25ed80662 · outbound

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

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 43

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source=pdf_text observed=2026-08-03T01:46:09.448919Z digest=sha256:7728cbe48ea4d845a8912f9cb4cb65175bd50c8c69429b0f738004deec06d353

Observation 8b68886c-c602-4ea0-a9f9-0f527f55fc10 · outbound

This paper cites IEEE Transactions on Image Processing32, 3013–3026 (2023) https://doi.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding IEEE Transactions on Image Processing32, 3013–3026 (2023) https://doi

Reference 44

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source=pdf_text observed=2026-08-03T01:46:09.508348Z digest=sha256:e010403bf7ce8ec55648cfdca1cb87a839214dc8193bb02a3da88fbcf2f5763f

Observation e96cffc2-977d-40d0-ae04-6c55180e0cd3 · outbound

This paper cites In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T

Reference 45

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source=pdf_text observed=2026-08-03T01:46:09.572576Z digest=sha256:308cc5c053d8f94e2294674cbed30529170bbd28ca31034806691a296b035fda

Observation 9bba8da5-e4af-4cf0-8b21-30bee8198a93 · outbound

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

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 46

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source=pdf_text observed=2026-08-03T01:46:09.637477Z digest=sha256:d1ae576731a63537ffcf4d4dd77a96e0dfc92cc1a8734a5ebe5c40bd19c2b852

Observation 3979ab5d-b42c-47cf-8137-37917910f0b3 · outbound

This paper cites Advances in neural information processing systems27 (2014).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Advances in neural information processing systems27 (2014)

Reference 47

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source=pdf_text observed=2026-08-03T01:46:09.703143Z digest=sha256:6be7f78561f6453c60ad2aecb806f284cf1951e95ef83188087837381e7816b8

Observation b3fb7a3f-a3b2-40bf-9342-60fe5921446c · outbound

This paper cites In: Proceedings of the IEEE Con- ference on Computer Vision and Pattern Recognition, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the IEEE Con- ference on Computer Vision and Pattern Recognition, pp

Reference 48

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source=pdf_text observed=2026-08-03T01:46:09.792666Z digest=sha256:d1d3a3adab39db6eeab10887803f16f295964b70eba03886d9ec068207546d53

Observation 8a805f24-5e68-4bc7-838f-ed4aa3b2b9ed · outbound

This paper cites In: Proceedings of the 2020 International Con- ference on Multimedia Retrieval, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Proceedings of the 2020 International Con- ference on Multimedia Retrieval, pp

Reference 49

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source=pdf_text observed=2026-08-03T01:46:09.852328Z digest=sha256:05554db5381bf200adfa9baaeb904c17980d4a81386ec156bb9e396b4a3e9855

Observation 3ee479e8-e5f6-437f-9ed4-8c327cd2ebca · outbound

This paper cites In: 2023 IEEE International Conference on Image Process- ing (ICIP), pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: 2023 IEEE International Conference on Image Process- ing (ICIP), pp

Reference 50

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source=pdf_text observed=2026-08-03T01:46:09.918961Z digest=sha256:918540e980f80518275c5a160614f910930f6561771e430ea8f3a0b9b8491d10

Observation 14484165-4de6-47f9-bc21-42cf4527272d · outbound

This paper cites arXiv preprint arXiv:2602.08861 (2026).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding arXiv preprint arXiv:2602.08861 (2026)

Reference 51

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source=pdf_text observed=2026-08-03T01:46:09.998094Z digest=sha256:79f956bcb5ebf3c93ff4f556ab3670c32ad63fcb3c781b8832d25ff9b2547a3e

Observation 05cb5e37-a0c1-4898-b7f7-04dff09c4623 · outbound

This paper cites https://arxiv.org/abs/2512.04000.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding https://arxiv.org/abs/2512.04000

Reference 52

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source=pdf_text observed=2026-08-03T01:46:10.086676Z digest=sha256:6dcd45d57feab53b05d2c30e467ed78980c531e91c860f30f6a09ac09218a61d

Observation 6c434d88-a45d-4db0-b9ee-760e25862cd5 · outbound

This paper cites arXiv preprint arXiv:2601.11359 (2026) 17.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding arXiv preprint arXiv:2601.11359 (2026) 17

Reference 53

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source=pdf_text observed=2026-08-03T01:46:10.235430Z digest=sha256:946453c611a64479f91a4b20b36a457f49c45232eb08d4c356b8906efc471fb5

Observation 9810fac3-8d03-4757-87eb-feffb71375ea · outbound

This paper cites arXiv preprint arXiv:2602.03615 (2026).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding arXiv preprint arXiv:2602.03615 (2026)

Reference 54

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source=pdf_text observed=2026-08-03T01:46:10.339736Z digest=sha256:7083f157e666ff63a78f703de1419f7381f58d30c59106bbb7eb1bd876d1e421

Observation 58e88d1a-4334-4a48-9955-2bb84d02d6a2 · outbound

This paper cites https://openreview.net/forum? id=L0dORRnUhu.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding https://openreview.net/forum? id=L0dORRnUhu

Reference 55

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source=pdf_text observed=2026-08-03T01:46:10.447894Z digest=sha256:3532055239c4add7048f12edafd9362b8d35547a01987e54dc97e4931d193991

Observation 0b55d650-7883-4479-90a5-6f47a10e4801 · outbound

This paper cites Foun- dations and Trends®in Machine Learning 5(2–3), 123–286 (2012).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Foun- dations and Trends®in Machine Learning 5(2–3), 123–286 (2012)

Reference 56

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source=pdf_text observed=2026-08-03T01:46:10.540527Z digest=sha256:97f2f79bef81a436ce715eb3cd16b5291b89bddc5f7c02b5b43b257c2b85a722

Observation 4a1e09a4-afd7-4e17-ae13-31ef22198fdd · outbound

This paper cites In: Matrix Methods: Theory, Algorithms and Applications, pp.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding In: Matrix Methods: Theory, Algorithms and Applications, pp

Reference 57

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source=pdf_text observed=2026-08-03T01:46:10.603619Z digest=sha256:03a8272d5c223fd7fb6877b07ca41d5432f082339f598b12c3c7e911552755b1

Observation 08d25d29-6cba-440d-8ac7-1da1ac675749 · outbound

This paper cites Linear Algebra and its Applica- tions538, 187–211 (2018).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Linear Algebra and its Applica- tions538, 187–211 (2018)

Reference 58

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Observation 6dfe0019-f2aa-421b-b79a-c0989a626f22 · outbound

This paper cites Mathemat- ical programming14(1), 265–294 (1978).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Mathemat- ical programming14(1), 265–294 (1978)

Reference 59

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source=pdf_text observed=2026-08-03T01:46:10.971092Z digest=sha256:1c6c17f4625bb8ebbb37f099748183ba415a8ba55627f4a7a6449efac2f43a94

Observation 6e4a48f3-aa8b-4d1f-98ab-cd416b8c6536 · outbound

This paper cites Wiley-Interscience, ??? (2006).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Wiley-Interscience, ??? (2006)

Reference 60

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source=pdf_text observed=2026-08-03T01:46:11.094519Z digest=sha256:4e9cd357f359fef70cfe0a66964f4c71301fd94e4fb6829c95940775f13ee2e1

Observation 66207a23-3dc0-47fa-ad7b-7255a7bfdbd4 · outbound

This paper cites International Journal of Computer Vision30(2), 79–116 (1998).

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding International Journal of Computer Vision30(2), 79–116 (1998)

Reference 61

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source=pdf_text observed=2026-08-03T01:46:11.200923Z digest=sha256:2e288d79915b1af82339363a9eaae96f50a3cdaf829baa2cfe906705df1be531

Observation c9609d78-fde4-4b42-bb8a-7c39a18c9b3b · outbound

This paper cites Gemma 3 Technical Report.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Gemma 3 Technical Report

Reference 62

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source=pdf_text observed=2026-08-03T01:46:11.350293Z digest=sha256:431856c60d082aca712363135fed1c653c50835c76a5f70921d13273defc49a6

Observation c2664e34-4646-4841-a1fd-2ad6c4234aba · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding LLaVA-OneVision: Easy Visual Task Transfer

Reference 63

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source=pdf_text observed=2026-08-03T01:46:11.460733Z digest=sha256:d2868522dcaf5d8cbc1e743931673fa39b16fde9b4ffecc7582eb201a3bcc3ba

Observation 0f75a7bd-e6b7-48e4-b7f0-cb520a05acf6 · outbound

This paper cites Long Context Transfer from Language to Vision.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Long Context Transfer from Language to Vision

Reference 64

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source=pdf_text observed=2026-08-03T01:46:11.620891Z digest=sha256:7daecbe30b835022fc5bcf79d6b155978a01bbe8e7e57c907bf558ad3d4cbb33

Observation f0c17133-5f7a-4704-b073-b60832060a27 · outbound

This paper cites InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling

Reference 65

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source=pdf_text observed=2026-08-03T01:46:11.788344Z digest=sha256:ad1b41ed82564ede9a5f40bb1c8edc0f3282466c608ca4cb3d4d4d489af9af9b

Observation 0daba625-b851-4b03-9cb4-c1d56a5b8b5d · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 66

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source=pdf_text observed=2026-08-03T01:46:11.970443Z digest=sha256:bb125e038ba51862722ff5a1a31cbcd4720e4583d4e0c5d5d608b427949c3271

Pith citing papers

No inbound Pith citation observations are available.