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Paper Citation Record · LEDGER

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling

As of 10 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 2 inbound Pith citation observations for arXiv:2508.02000.

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

pith.paper-citation-record.v1
2508.02000 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:19:07.303134Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:43:08.386247Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T22:30:53.538683Z

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2450e750-e737-48a8-be75-07821147a3b4 · outbound

This paper cites In DADA@IJCAI.

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling In DADA@IJCAI

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:19:07.556961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T05:19:07.303134Z digest=sha256:1150dd85d266d79e37a21ffe6c9a7b6d7139d5c600d1bebf2acaf0d2d7f46320

Observation 5a404401-1e89-4d54-8cb3-72d75c6aed7e · outbound

This paper cites In Proceedings of the IEEE international conference on computer vision , 2980–2988.

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling In Proceedings of the IEEE international conference on computer vision , 2980–2988

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:19:07.812968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T05:19:06.979336Z digest=sha256:2da4e434832bfa2ecfb854908cb8259d967a54cb242e69964aaa8ac5bac213e4

Observation bafe8c90-0455-436c-834d-78a33206f17d · outbound

This paper cites Manipulated Regions Localization For Partially Deepfake Audio: A Survey.

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling Manipulated Regions Localization For Partially Deepfake Audio: A Survey

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T05:19:06.847182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:19:06.847182Z digest=sha256:006f0d9e70a9b81973b30a52bcc7f48dce8176a3524b89486af080362b5ed86d

Observation 9df9496a-cf4f-4c3f-880d-84d6dc53e763 · outbound

This paper cites In 2022 IEEE Spoken Language Technology Workshop (SLT).

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling In 2022 IEEE Spoken Language Technology Workshop (SLT)

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:19:08.058851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T05:19:06.756407Z digest=sha256:b566ee8ccaf911f55b925f21058b318de7fd299b910faf3ed2f972572dbc3635

Observation c4a52498-54ff-442f-a09b-f743e4d3c53a · outbound

This paper cites GPT-4 Technical Report.

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling GPT-4 Technical Report

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T05:19:07.157256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:19:07.157256Z digest=sha256:fefcb6b493ea609fb375be15cb0892d62fa8f9b236d281b70eae437f7d896c14

Pith citing papers

Observation 2186c5ec-4dde-4ced-9e64-6293e8ade4f3 · inbound

Towards Generalized Source Tracing for Codec-Based Deepfake Speech cites this paper.

Towards Generalized Source Tracing for Codec-Based Deepfake Speech Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:08.386247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:43:08.386247Z digest=sha256:a768556cf5c7154aa9b5d5452209a527e1e255ccb97cfbf894a3d0bd0d8d16d5

Observation 24296c52-e42d-4720-9f95-d065742c1a88 · inbound

Joint Fullband-Subband Modeling for High-Resolution SingFake Detection cites this paper.

Joint Fullband-Subband Modeling for High-Resolution SingFake Detection Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:30:53.541766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T19:45:22.309413Z digest=sha256:490c688107601504b16e9b34516bf985da82d07e4780a045eaebce777b07bfca