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Paper Citation Record · LEDGER

Few-shot Semantic Encoding and Decoding for Video Surveillance

As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.07381.

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

pith.paper-citation-record.v1
2505.07381 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:23:26.137392Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99fb878f-ea45-41ae-8b6a-d32b68ed3617 · outbound

This paper cites Dilshad, J.

Few-shot Semantic Encoding and Decoding for Video Surveillance Dilshad, J

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:27.313813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.861473Z digest=sha256:f815131e73d515eca6f43a390ee99f19d11d67231d448b95d813e738472fbdc8

Observation 19181526-a853-4723-97d7-2ca366638fff · outbound

This paper cites A review of video surveillance systems,.

Few-shot Semantic Encoding and Decoding for Video Surveillance A review of video surveillance systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:27.060869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.929498Z digest=sha256:a3cce1b109e497d536ead3a90aff840c4dc9f4bb75a1dead3e4f36ee77b8227e

Observation c5b81438-1601-4750-bdb6-3bf09148dcc6 · outbound

This paper cites Semantic communications for future internet: Fundamentals, applications, and challenges,.

Few-shot Semantic Encoding and Decoding for Video Surveillance Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:27.001581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.933578Z digest=sha256:f446ec69df74d4374726e9ac5bf3adeb27175cedfbeb9c217a718f37216130c0

Observation 5d9e9835-daa3-4f50-8c6e-1d1ecf86c5b0 · outbound

This paper cites A Survey on Semantic Communications for Intelligent Wireless Networks,.

Few-shot Semantic Encoding and Decoding for Video Surveillance A Survey on Semantic Communications for Intelligent Wireless Networks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.988213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.940194Z digest=sha256:c3ff505376f2d893a49ecf268a1b16ee007b66cb03499fab123c777d8bf5b7bf

Observation 41b16c42-e6bd-49f1-a3b0-6f7c77c26181 · outbound

This paper cites Communication beyond transmitting bits: Semantics-guided source and channel coding,.

Few-shot Semantic Encoding and Decoding for Video Surveillance Communication beyond transmitting bits: Semantics-guided source and channel coding,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.974602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.944367Z digest=sha256:e674ba43129002af92732050287aa6f4c2d8756ee8008e1029d28478ac643acb

Observation adaecd76-484f-4c8d-8e8f-1b58453b80da · outbound

This paper cites Toward semantic communications: Deep learning-based image semantic coding,.

Few-shot Semantic Encoding and Decoding for Video Surveillance Toward semantic communications: Deep learning-based image semantic coding,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.962283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.949415Z digest=sha256:d9975faceadd173e916b11d0751514d7cde2e94a0f07555a55554d194b5d5c2e

Observation b84fc983-cf03-43ab-ac67-5f3326af60d2 · outbound

This paper cites VR+ HD: Video Semantic Reconstruction from Spatio-temporal Scene Graphs,.

Few-shot Semantic Encoding and Decoding for Video Surveillance VR+ HD: Video Semantic Reconstruction from Spatio-temporal Scene Graphs,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.808311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.954527Z digest=sha256:e1219a9dab3306ea6fd7d4336b86e45b79cdac18cdfa8def086708669506329b

Observation 22d87067-d6c6-4393-b2e3-3962adeee0c0 · outbound

This paper cites an unresolved cited work.

Few-shot Semantic Encoding and Decoding for Video Surveillance Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:23:26.750770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:25.992447Z digest=sha256:4ac0a97b7a55a48b7bec1b22271d6ff76179200f847816bc112c33882b4bbc08

Observation 154abd6d-bee0-4543-a46c-5c69e47dbf94 · outbound

This paper cites Image-to-Image Trans- lation with Conditional Adversarial Networks,.

Few-shot Semantic Encoding and Decoding for Video Surveillance Image-to-Image Trans- lation with Conditional Adversarial Networks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.739396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.047670Z digest=sha256:fd9dcf870640cd6386f6c38b3ab7d0ac036294c5b8faf1fcf62ea7595dca42e9

Observation fdce0dcd-ae8f-47f9-935b-8ce0b4240876 · outbound

This paper cites Optical Flow-based Spatiotemporal Sketch for Video Representation - A Novel Framework,.

Few-shot Semantic Encoding and Decoding for Video Surveillance Optical Flow-based Spatiotemporal Sketch for Video Representation - A Novel Framework,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.725475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.102703Z digest=sha256:b9e226712df21fdc6fecc2dca3ea8f817eb2cc106872945b7b75cf8c96ee4e37

Observation b1db7ece-5f3b-480a-8642-64d2cb5d96b3 · outbound

This paper cites Doll ´ar, and C.

Few-shot Semantic Encoding and Decoding for Video Surveillance Doll ´ar, and C

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.576605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.106556Z digest=sha256:5f25b58d6d04c944a4ae1a39c81fe52ec66c85a4d1668205bae93c0be4b7f9a3

Observation c8bff0e5-1089-45c9-b305-4ad2596fe74e · outbound

This paper cites Video-to-Video Synthesis.

Few-shot Semantic Encoding and Decoding for Video Surveillance Video-to-Video Synthesis

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T22:23:26.110429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:23:26.110429Z digest=sha256:65635a81c5bec4b5f250f2dbf85285f59fda902ef6b6300bdee3e5d1e7e200f0

Observation e2c2c276-8b5b-438e-8649-d9248408bab7 · outbound

This paper cites Generalizing from a few examples: A survey on few-shot learning,.

Few-shot Semantic Encoding and Decoding for Video Surveillance Generalizing from a few examples: A survey on few-shot learning,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.502877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.113933Z digest=sha256:d2229bbb1f1a3469b2dde493495f384655ee7a8b3b38a1887ed7a5a4bbedde6c

Observation d5915e35-ec1f-4d5d-81d3-f12295abf17b · outbound

This paper cites Soria, Y.

Few-shot Semantic Encoding and Decoding for Video Surveillance Soria, Y

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.488287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.117974Z digest=sha256:568afdd03ebe6d27907c8526894d35e1797f7ea9989caad5871baa07bb040e5b

Observation 3e74874c-1119-4f82-aca3-a515f5eea6e4 · outbound

This paper cites DVIS++: Improved Decoupled Framework for Universal Video Segmentation.

Few-shot Semantic Encoding and Decoding for Video Surveillance DVIS++: Improved Decoupled Framework for Universal Video Segmentation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T22:23:26.121314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:23:26.121314Z digest=sha256:681352bcab8c1a2712956952a2c20c51b51ea331ac669f24fdd732ecc8131390

Observation e2681cb5-eab5-48d7-b4ff-9bcd8f41587d · outbound

This paper cites Jiang, F.

Few-shot Semantic Encoding and Decoding for Video Surveillance Jiang, F

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.473723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.125820Z digest=sha256:190f22b04d53b9c29bb884f48ee06f5df7a56490d2fe1ba9ae0f3c341cb7db03

Observation da16cf51-4f72-4d61-be21-f4247d6db6c0 · outbound

This paper cites Huang, and S.

Few-shot Semantic Encoding and Decoding for Video Surveillance Huang, and S

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:23:26.288026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.129803Z digest=sha256:b548915a425529ccb0e71a0309a908a817bde2a23556cdd758654fcd0fe21ad6

Observation 3f85691e-58db-48ca-98e5-b2a40a213f39 · outbound

This paper cites Few-shot Video-to-Video Synthesis.

Few-shot Semantic Encoding and Decoding for Video Surveillance Few-shot Video-to-Video Synthesis

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T22:23:26.133351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:23:26.133351Z digest=sha256:609e54c560d5ea0449a62df9f63268ac62c38671872bb4120422cb65d6a9fa84

Observation 21e3dbe0-14fa-4775-91e4-9f99956ecb01 · outbound

This paper cites an unresolved cited work.

Few-shot Semantic Encoding and Decoding for Video Surveillance Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:23:26.202167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T22:23:26.137392Z digest=sha256:7d8bb7a2d71944f4d54783cd775cebfc3223d3c998a1d2b46325f390fcb8eae2

Pith citing papers

No inbound Pith citation observations are available.