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Paper Citation Record · LEDGER

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications

As of 7 August 2026, this Paper Citation Record lists 100 of 153 outbound references and 0 inbound Pith citation observations for arXiv:2507.15628.

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

pith.paper-citation-record.v1
2507.15628 v1

Coverage vector

measured 100 of 153 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:30:19.746317Z

measured 100 of 100 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

100 of 153 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved92
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d747f0c-e091-4627-a129-7f65b96239fd · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cf33596b-7480-4393-8171-037c61e69332 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-06T15:30:19.129994Z digest=sha256:44addb2842549db9cb83b24e050706ae6943df8b47a00e615de8c8f61bc73c5d

Observation 22d14237-9aeb-4db3-910d-84b09d036862 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-06T15:30:19.135134Z digest=sha256:0ebc91686844df1c82fa4c4a48bd13abd642cea6fae72ee615f760fd6b527070

Observation 23f56353-66e8-4bb2-b04b-118c09b872c8 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 4

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Observation 320f3d54-7405-46af-ba47-f3738dfd0479 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-06T15:30:19.145417Z digest=sha256:55faba5109d439d926bba55f5c869233e5df7f873215d86b101050dfe00c3580

Observation abba7e11-c322-46a5-b122-406692457a29 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 6

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Unavailable: canonical work link unavailable.

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Observation e268fa05-5934-4a2c-a1bf-7430d773d1c6 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 7

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raw_fallback, observed 2026-08-06T15:30:21.123146Z

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 ca73b706-77fd-4038-872e-14f8f1c49a2e · outbound

This paper cites Jyotsna, and J.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Jyotsna, and J

Reference 8

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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 240a8920-c986-406e-a3d6-5c644b11e7ad · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 9

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Observation d01e687d-0c2a-4e91-aa60-d1692428d151 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 10

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Observation f4346b5b-0fb0-4f30-bf51-e0b2f25ce880 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 11

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Observation fa20d320-40bc-42a3-946e-8dacf0c23d7f · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 12

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Observation bbe2b766-1f65-4b5d-b4f8-f008b9680ef9 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 13

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Observation 50cdc145-afcb-45e6-975e-5ff92fec90bd · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 14

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Observation a3b8ecd0-ad75-4eb2-bbc0-2baf07c67ff7 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 15

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Observation 85bdf236-caf9-4154-acd3-966e83353938 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 16

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Observation eb7a99af-3b96-46b0-96f3-3d0eda794633 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 17

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Observation 96715bb3-1fdd-4039-8cac-b2c957d7c481 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 18

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Observation c50a7b1e-07b6-4052-a375-8d4d38ec00d4 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 19

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Observation c0332d5d-dd67-43e4-8050-b63f94cd8a73 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 20

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Observation ee0c4068-c45f-4a2b-acc3-ed6b438aebdb · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 21

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Observation 9d18960e-dac3-4dcb-9634-f5fa934621e0 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 22

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Observation cebcb235-b13b-48cf-9a81-d1a3fe7fae22 · outbound

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A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques

Reference 23

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

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Observation e13e2ace-a253-4e5e-948b-f5b97af593ba · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 24

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Observation de6e69f7-4f5d-4560-87e5-0c5305f25fb6 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 25

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Observation 24101ef9-8196-4b2f-b9e8-5e4616a4a106 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 26

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Observation 007d670c-19c8-41d1-b206-b8c38e8329e9 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 27

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Observation 83455532-54e7-45be-a3da-f5232e058f78 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 28

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Observation adbbeccc-3ee2-42cc-9eb0-a7b23e151f58 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 29

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Observation 220eb9ff-1848-4750-9a6b-274c43d66a95 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 30

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Observation aac3232d-5b7f-43fc-8774-5bac39e4f1e0 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 31

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Observation 67746db0-d47c-4199-8266-efe5fa752ed2 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 32

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Observation 29533114-464f-4765-91d3-b01b132603f7 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 33

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Observation cbf5098d-9d53-4c8c-a225-937b18dad2d8 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 34

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Observation d1985138-2d8e-4ad3-bc19-e5e7c9bf15eb · outbound

This paper cites Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Reference 35

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Observation 3dc0cac7-aee4-4d7f-b67a-a55f8fcd313a · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 36

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Observation b5e3b368-a581-4f95-9905-7fc6d954ed4a · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

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Observation 9ef249eb-cbb8-4ad0-a61e-f83b9931b0a0 · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 38

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Unavailable: canonical work link unavailable.

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Observation b2ea9fbf-8e20-4576-b03f-24859d48bbc8 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 39

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Observation d13bcfe5-7e35-4447-8b2f-a9dce140f972 · outbound

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A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

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Observation 07a3a201-0211-4460-8a7d-d37ae41b08a9 · outbound

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A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

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Observation a7675020-375e-4123-b59b-293a87069def · outbound

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A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

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Observation f39f356b-668c-4b21-b2c9-e1f2e70c5450 · outbound

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A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

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Observation 8ac2d5cc-720f-4b37-84df-df5392c3c40c · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 44

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Observation f6008cc9-4b2e-4d65-9fe2-071ad1694926 · outbound

This paper cites MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation

Reference 45

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Observation 21b50ebb-e523-4e84-85f4-b638ee178265 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 46

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Observation 016e68f8-99ac-4767-a45a-b51a2d99a461 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 47

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Observation 77451c79-97fc-4ff8-bdc7-163bce1e33c1 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 48

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Observation 19cc63fd-7f47-4619-a317-79b75c34bec3 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 49

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Observation cf980c08-008b-42b3-a6c3-56f0f6221ec3 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 50

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Observation bb08a96d-988b-4b9d-b9f8-928396ba26e9 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-06T15:30:19.420731Z digest=sha256:a223529c022642808095870a3c20b62addd0f4405f67605b70322a64abe772e8

Observation 724d2586-bfe6-4e01-b463-01c1aeb8991b · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-06T15:30:19.426961Z digest=sha256:ebfbb523916f147c46ee7d509533d8a8b5e3d63a7caa35e2e8a2aa4d0b481cd0

Observation 24ee583e-c7cc-4a6f-bf74-ff50149ec8f0 · outbound

This paper cites In 5th EMDL.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications In 5th EMDL

Reference 53

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Observation 031ba0bd-312d-4bd8-9aae-bb496c06b80f · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-06T15:30:19.437338Z digest=sha256:1cb6098aea316ef27ee395fd81938a40dab0e8ebae0d8e99f5b9570f53f43363

Observation 4b545398-eaf4-4d4d-b516-5ca35a3aea85 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 55

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Observation 86e3807a-49d9-4fd8-b42a-75808f6d3157 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 56

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Observation 4f685cab-5887-4a91-bd7c-fd01d873bbe8 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 57

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Observation 3e1be78b-ca65-4ad1-98e6-3bde850a83c0 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 58

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Observation c701fbfd-75e2-4abc-ab3b-589c2abac5e9 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-06T15:30:19.448582Z digest=sha256:31f12cb0b6b20f4e83e62dd75d9e680240a9e794c6faea3e24cfa55b3bef5ff0

Observation 041e24dc-27fd-48c7-bfaf-f1c4cae0acf6 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 60

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Observation b40a0122-e176-4c69-b73b-62de6c187e2e · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 61

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Observation daa21c34-464b-4aa4-a3b7-d0df07fec444 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-06T15:30:19.466143Z digest=sha256:744b34ba7274144b25a7d5f7c14e01f331dbed68a9bfc63ac562047d7de03a31

Observation 8d654ebe-e947-4e38-87b1-3bd6340467ff · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-06T15:30:19.490928Z digest=sha256:8fbb1eb8df7efe0f447a41e672bfe0edfb0b394a1c3c411b4aae3dc260472aa1

Observation 85b7dfa1-d5b2-44ae-948f-b96b92dc4ace · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-06T15:30:19.497197Z digest=sha256:d759747b1a1bea2aa752b0ad1a2de5e67a01bd3bd7f9e45cea6bb0d7a611dec7

Observation d16bb1d0-d69a-4f07-9df7-98d95ea1e630 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-06T15:30:19.484424Z digest=sha256:ca009128267122bead9e64c04f3d394aa4c094a4505ec1798199d5eb65104067

Observation c1ca2c7c-5c25-4109-9a89-d6fe724653d7 · outbound

This paper cites 2018.{VideoChef}: Efficient Approximation for Streaming Video Processing Pipelines.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications 2018.{VideoChef}: Efficient Approximation for Streaming Video Processing Pipelines

Reference 66

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source=pdf_text observed=2026-08-06T15:30:19.509789Z digest=sha256:dc85053665b8e636eb8635a18cacbf0e416aa547ad2486347a040ef20761b2c9

Observation e2117942-f583-4ea7-a7f1-77a0d65b49bb · outbound

This paper cites AccMPEG: Optimizing Video Encoding for Video Analytics.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications AccMPEG: Optimizing Video Encoding for Video Analytics

Reference 67

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source=pdf_text observed=2026-08-06T15:30:19.515593Z digest=sha256:4fe9e81a12b7aae64801e22a24626f965e435bb094cdf9f37efacd1a6c6630ec

Observation dff69a8b-4747-4e63-a9fc-bfda1b011830 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-06T15:30:19.503521Z digest=sha256:91ca331977b92ac1542a90a28b274bc6a0dc80429e0bb4cc6eca99eef9828141

Observation d041c477-12f3-4eac-95b8-f7639ad299c3 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-06T15:30:19.534877Z digest=sha256:86e91ce1c55bc06277b6e052f08f716bf18505f51e81a2368018635c6459ecbc

Observation 16e04a6d-c0e7-4f7f-a4eb-8e45322ee318 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-06T15:30:19.540880Z digest=sha256:881eb1b50a8f7bea6587b4894725eb1a0a766ee56b1aaa3e4e3bc4d0618b1842

Observation 0c8a7667-05e0-4d09-9c36-2a0dff3b4acd · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-06T15:30:19.522440Z digest=sha256:51742c894d8c5a221aaf060ef3d41c959a83ef4678b9f9f757772a7e65794bfd

Observation 385b63fe-9625-4a9b-a5b2-5f4191067325 · outbound

This paper cites In ACM SIGCOMM.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications In ACM SIGCOMM

Reference 72

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source=pdf_text observed=2026-08-06T15:30:19.529218Z digest=sha256:c382ee6843af37121c60957b592abb82232b15d5e4fb2f7547c41f84827b3da5

Observation 69c58115-9cf7-4240-82a6-63531a75591f · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-06T15:30:19.566449Z digest=sha256:9f0ea1eb192c010c38414d6705df20934813d11e39ac9978f268cdc4849cdbff

Observation f5662676-8636-43be-ad93-b8dc5d317160 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-06T15:30:19.574244Z digest=sha256:5859905744da50c3a9c4d0bb36447484f9f4ce60ff1fb4387276649c0a304cc2

Observation e7800ed9-31e4-406c-8e72-a49656a2175c · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-06T15:30:19.549751Z digest=sha256:8b67bcc5329f890800a591a1c915e23ac901817927eb897768b825ab228f3ef9

Observation 932c8b1b-2eb3-435d-9eb6-a7ef0f3dae58 · outbound

This paper cites A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning

Reference 76

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

source=pdf_text observed=2026-08-06T15:30:19.558083Z digest=sha256:4094972e4b10b06eace17603169235fa247320c0531a1ec5471c4696536f46f8

Observation b2d469ee-f0d2-4d24-8c26-23d91b1e859d · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-06T15:30:19.600323Z digest=sha256:edbcc30512f76a0e0749a66f53019791bdc7dd8c05b6f10fe27bc99a51195448

Observation 95b7375c-732f-44a7-9557-f96fd55dac89 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 78

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source=pdf_text observed=2026-08-06T15:30:19.611268Z digest=sha256:8a21ead3f5e53b9c0a0c29aa2b09e3057ff7550f6eb1f45fb5f00efff7604470

Observation 07c83bdf-90d1-4a65-a0d6-60d2679dbeef · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 79

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no resolver link, observed 2026-08-06T15:30:19.580638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:30:19.580638Z digest=sha256:fa9e1fcd2051d18010468bca23657a3d922682c892e6156ffef5196633e2f7c1

Observation b7b903b9-d8e1-4ec8-8b0e-0be82bfbec48 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T15:30:19.590204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:30:19.590204Z digest=sha256:92e830fd9f3e1c3b12bef014fcbf10b8ca26497f6945f8dcb17bb05b308090c7

Observation 54fdef3f-7b37-4582-825b-222701e1faf1 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T15:30:19.640330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:30:19.640330Z digest=sha256:0531ab0a4cf73eb6dfb4a0730327537f2504fcf3fd628a8e8fc8de2d27120841

Observation d6f904dd-a042-475c-89c5-4997d59e46f9 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.710449Z

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=2026-08-06T15:30:19.647181Z digest=sha256:3b14da58eb70acf8ace8477c9d88b54984c188ff5f5fa3bbd6622127b0077348

Observation 744fc2c0-8657-443f-849d-40ef83b76e29 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T15:30:19.622355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:30:19.622355Z digest=sha256:8932954e2e4fda225ce8de9eb7f6b4a45960000331a0c117afcc2f96633776c9

Observation 3784faaf-e65b-403d-88e8-63400215b57f · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T15:30:19.628801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:30:19.628801Z digest=sha256:f2cf8cd06938e0f57864a75c11b02b82634bae4f1793b21dbf9b8cef6320a7a0

Observation 59edfb9b-7a3d-430e-a5ff-c82618250f5b · outbound

This paper cites Skip-Convolutions for Efficient Video Processing.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Skip-Convolutions for Efficient Video Processing

Reference 85

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T15:30:20.651855Z

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=2026-08-06T15:30:19.666582Z digest=sha256:f4835e1c9e385ad21d5e5c373a8961c8fc95abd90a717227cc0bce8a3948f7ee

Observation bdae0baf-51a6-4a41-b7f9-8c397c88e71a · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.643476Z

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=2026-08-06T15:30:19.672749Z digest=sha256:61c311233f600cda92c1990b8468847e0530405a65e867f40a4b9ac9f90b7002

Observation 5a6180a2-b7a2-45ab-80df-6b0c52e056b9 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.688118Z

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=2026-08-06T15:30:19.654186Z digest=sha256:baa27d0128ae5e6fecdcf2b3c78d313771e827b5ce0fc25d8638b3d74486b1d6

Observation 48e8b335-0277-4de1-ad95-63c08146489a · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.670416Z

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=2026-08-06T15:30:19.660137Z digest=sha256:f92179762606210f260da389b839e4e4893bd8fd3bef4515566c364f5b0a2b8f

Observation 6a836d79-1d8a-4050-b56c-2dafd0587c94 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.600795Z

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=2026-08-06T15:30:19.692216Z digest=sha256:4041c31e696a95fa9942ce4eb7069396881b35fd1afbd35c7b3bfe6bafbddeaf

Observation df909268-9478-4fdf-a9e4-b2393d597f78 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.577005Z

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=2026-08-06T15:30:19.697499Z digest=sha256:787ebefe73e8a5a91053c16e77ab7f11f906dd75ede9791d06616d0a87398d5c

Observation da7f4a81-6c05-460f-bae7-cda0dbf1b7ab · outbound

This paper cites PatchNet -- Short-range Template Matching for Efficient Video Processing.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications PatchNet -- Short-range Template Matching for Efficient Video Processing

Reference 91

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:30:20.626085Z

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=2026-08-06T15:30:19.678570Z digest=sha256:98065e95329141ffda1865f2a7454d5340d9620bababd43da9cc36e6c92ca1e3

Observation ffc93bc6-d1b9-4bc0-b2d1-40dffd8b24ad · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.620888Z

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=2026-08-06T15:30:19.685168Z digest=sha256:35c2bac381e66beb1330619f2cd1c5c899f00ccb01c1cf6ef4902b6f3f4353ca

Observation a763a4c8-5785-4bed-a483-71c7e6ea0481 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.517801Z

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=2026-08-06T15:30:19.717272Z digest=sha256:b6e3bedb4d98d44ccd555f2a6d3ba9694ec9d5d968866499a9292c080ae35f4b

Observation 5555519b-f134-4de9-a329-b985019bad8c · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.499305Z

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=2026-08-06T15:30:19.723486Z digest=sha256:15d535be2d7b33050d0e61d857a5487fea8339d6edb8df2f91c95bba735e752f

Observation a75d50a3-33bf-4b21-92e7-f1d78175d8f8 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.557800Z

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=2026-08-06T15:30:19.704772Z digest=sha256:dba2317dd1587d96beb8c0daebbfd34c1d976451272ef71cf1ded7004e415a4e

Observation f5317569-263b-4182-9668-c3e4860bf0fb · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.540590Z

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=2026-08-06T15:30:19.711362Z digest=sha256:663628a2a9bc335d0d7eb8fd009b8471d39643b526e4b7b2786645147e2cd8ac

Observation 2ed85198-944a-43f6-a2da-bc141ca5b5e4 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.444059Z

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=2026-08-06T15:30:19.740308Z digest=sha256:e1a22e920e7309d84911c7391e5d4ce61c965d1ca27ea637197de4e090e4347c

Observation 059532e7-14cc-4f07-958d-ac9a4e354047 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.420892Z

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=2026-08-06T15:30:19.746317Z digest=sha256:c2587cf04b8434363d72a6bf69dc164e3bd1c6c09fd444a1b56d9377e9707319

Observation 7d80b424-85d5-4837-80ca-f1deb0236154 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.480963Z

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=2026-08-06T15:30:19.728913Z digest=sha256:0c466bd221f11e7143eefa72edcd9decad78f24683a1b44e569bf88de596b93d

Observation cf04eaa9-ce7f-4f78-85dd-561955e4c808 · outbound

This paper cites an unresolved cited work.

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:30:22.462554Z

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=2026-08-06T15:30:19.734478Z digest=sha256:2ce83494f10d5168b2b8ea95ab348f5483e41897d3fe2aa0a6e7076ea1f03268

Pith citing papers

No inbound Pith citation observations are available.