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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 15 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 2026-08-15T06:32:42.880941+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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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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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:d4544c9e93ea86782630df1c4df95fb7dd68fdfca3cbf13f76edf139a27f94a4

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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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

This paper cites Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques.

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 2026-08-15T06:32:42.880941+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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Unavailable: canonical work link unavailable.

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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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source=pdf_text observed=2026-08-06T15:30:19.318791Z digest=sha256:28fd716ef3c96da8720cd1892f6e3645f8760f0dcc7c92311a9f6ddee7e725bb

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

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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 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

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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

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

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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

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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 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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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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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

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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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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

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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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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

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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=sha256:0a37e82143648f5507951f456b8cc69f6e82d71a165f732d7aa6a616b58b69ff

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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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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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:c44c288336fc27cb336a762968de4573e80e45c4984050a893311e32585a89d4

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:e11d9c05839e065b40858c0a658c4d5600a89059a0ab0cd14ac5e17d00fbe361

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:a8ab90854e3828cbc5ff4749b3116260f79eaff6d34518c210189cc6e94575c4

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:c57fedfade5b4f0184e240e62b3537d56c263935d8a97b267c939623eadb62a3

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

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source=pdf_text observed=2026-08-06T15:30:19.534877Z digest=sha256:02a4b78714eb1e73e6438a719566e0f4bd30b589baaf490410329da3656abb76

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=sha256:33546006f4710141fbb8abde7d05e70f8a6db32179b7ca3d59b65d4bd35c131c

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:de5eedce228b1086002689115b99567c6774bd9b1b1a460a1456efb9af0320f3

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=sha256:441e4b9157d20b58c698c45ddf786039bdcf7f5728921d76ca47c79e0cae1198

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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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

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source=pdf_text observed=2026-08-06T15:30:19.574244Z digest=sha256:a436f8d244d71e720d8e1aa1390ae26ba9d7a965c140806ede4284cec7b0009b

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

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source=pdf_text observed=2026-08-06T15:30:19.549751Z digest=sha256:d80a7b9550c0326796f3539cf709e525dbc3737bb7412b459e8e0fb07a74a8bd

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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source=pdf_text observed=2026-08-06T15:30:19.558083Z digest=sha256:8b2780678d19bca3d9da6e0be57b78ba333c6e9b17db6ffe77047112d4d3691a

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:ef7648b773752c05aae905d2373f2d6408059fc576744ced12070720dd2bfb48

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

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source=pdf_text observed=2026-08-06T15:30:19.611268Z digest=sha256:c8a415e8abb1a6a0250d90324d05e9bf9da9c3b74511d70c25edfb93a10bebcd

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:30:19.580638Z digest=sha256:f30de7ce58335c34c7f975bf711a052db56c6ad0d91bb02d8fa24aea0ccbcf30

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=sha256:42467647a4d5e98079bdd7c8c1010b83929c606bac5e85c764e53cdfb291aa03

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=sha256:874e4133ce51f3f8e5ed828ceb342946c696e2fdd39c62750f7e81d68e2a7fb9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.647181Z digest=sha256:b27a445161d273232050f7411329f9809f190f2c9bec40012b4ee595b2ef31bb

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=sha256:2ef262e147901b11f10d49745d6244e4d14c9d56dff2866ba77dc16e8493567b

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=sha256:436b3d9ad8935bc61b074ab34670c009f5186d8857ebeea0e941a9f07db1e3a1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.666582Z digest=sha256:18c176ae332bd4e56c805e3ee75e1f6e78711432a06c35d3727dc4b9c9fd567e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.672749Z digest=sha256:31ae52782c87a5e2fb7162438169632e1a201859c7b63765e8d539a7511a48ca

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.654186Z digest=sha256:38843a006161858bbeb1e19145f2bd80734a13f4b654fba92d63d3c362f8106f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.660137Z digest=sha256:e1a6e37e2f1a744a15bcbf77028e6d3ed2c683ac1977251bd83f0d389c8dcea9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.692216Z digest=sha256:ea0e70594198029b5c9c9d502794f676c419b3854f4090e8529ac1e5ef880d41

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.697499Z digest=sha256:32a5fede30331cf360d19bee827807347c5e4d9ea64486d30d2675a5f9c34038

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.678570Z digest=sha256:95294abd6c2c977647115162b83bfa71c1b3a6b16a75e7db0a3cd122556f9fe9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.685168Z digest=sha256:9d634da401b6bdc36ea10058ee314def4dd864cd8339b1b6e8c2e77b3a4bb3f2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.717272Z digest=sha256:9718ae297a12bd562707f3f31d6d5c8a79dda9179195f85869658d30dd258613

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.723486Z digest=sha256:25fa646f4fbef70e9f08e7e4162146d7f6fc7cf600c4b7542798ee72ae41876a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.704772Z digest=sha256:c32ee80c70c1056f57943c365d5c6732199047b8824bac50f90f1742bf15619a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.711362Z digest=sha256:676ab31aa334d4b54ab2430b56415deb67eeb697990542f5d8e34a34b3a49214

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.740308Z digest=sha256:09c1f75f9173cc4604c6f76ee47898d7e965f2407ac3d2b5a1da8dfedca3a915

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.746317Z digest=sha256:07aab4b8a13d7ba7116309d87a99a5e1021d0cbb62b7d874ac48b699c56c12c4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.728913Z digest=sha256:5fdbe2b39892d76fdb0b4713aaecb8b55369f3e8cdb2066492a23214df4f514a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:30:19.734478Z digest=sha256:43fac4e4c506d3eb27edab24978f5a779a260432e7ecf702881a2190dacc70af

Pith citing papers

No inbound Pith citation observations are available.