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Paper Citation Record · LEDGER

ToonOut: Fine-tuned Background-Removal for Anime Characters

As of 10 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2509.06839.

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

pith.paper-citation-record.v1
2509.06839 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:04:11.109746Z

measured 20 of 20 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 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

20 of 20 outbound references displayed

  • verified exact5
  • verified fuzzy6
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c147c82e-8d9f-407a-9131-d491eaa7a6bd · outbound

This paper cites CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement.

ToonOut: Fine-tuned Background-Removal for Anime Characters CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:04:11.251469Z

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=2026-08-04T23:04:11.044377Z digest=sha256:4c5d85f21ddf2c1a30601264639ea910c2702ac5be6f228996797d6ca70707f3

Observation 01597edc-f4a2-4fe3-ba77-7b548ee8cab1 · outbound

This paper cites an unresolved cited work.

ToonOut: Fine-tuned Background-Removal for Anime Characters Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:04:11.372539Z

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=2026-08-04T23:04:11.048714Z digest=sha256:5495427c5d82ca7d9cb70e7b0b779a1bc10dff21fdea45a255a41450e0bf69b2

Observation d52a98a1-784c-488f-bbfd-40bdd86f6c37 · outbound

This paper cites Springer, 2024.

ToonOut: Fine-tuned Background-Removal for Anime Characters Springer, 2024

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:04:11.361913Z

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=2026-08-04T23:04:11.052157Z digest=sha256:93760d2717fb7b86a0d20498a5d157ad531e4c9a2785562178b6d1a0c56dfdf8

Observation 18beb1c7-d97c-44f9-a8f5-9f094b55975e · outbound

This paper cites Boundary IoU: Improving Object-Centric Image Segmentation Evaluation.

ToonOut: Fine-tuned Background-Removal for Anime Characters Boundary IoU: Improving Object-Centric Image Segmentation Evaluation

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:04:11.233535Z

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=2026-08-04T23:04:11.055720Z digest=sha256:2d599c403aaf26fae3fb9f25d8328cc1d8e7e01cfe02805f3d1a6846cbedee29

Observation bfa33805-3032-46b1-959e-217d24a48690 · outbound

This paper cites Enhanced-alignment Measure for Binary Foreground Map Evaluation.

ToonOut: Fine-tuned Background-Removal for Anime Characters Enhanced-alignment Measure for Binary Foreground Map Evaluation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T23:04:11.059670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:11.059670Z digest=sha256:19edf67f253b39af646279d64227542ee9c35ff8b947299050eb3bf830e32279

Observation 4dcf6c7b-2ed7-45a9-9caa-48ae7fbbde17 · outbound

This paper cites Structure-measure: A New Way to Evaluate Foreground Maps.

ToonOut: Fine-tuned Background-Removal for Anime Characters Structure-measure: A New Way to Evaluate Foreground Maps

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:04:11.350671Z

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=2026-08-04T23:04:11.063711Z digest=sha256:b119f330e24a9723b7461cbed2a356b4f2c48bfc6dcf92af67684d5d6f3ccdaa

Observation 65bbc685-c2d0-4660-9657-6f879e845579 · outbound

This paper cites photoroom.com/it.

ToonOut: Fine-tuned Background-Removal for Anime Characters photoroom.com/it

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:04:11.339918Z

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=2026-08-04T23:04:11.067022Z digest=sha256:b27a90b5502058d1a9e3dbcdb3b3f61ac1185857e14ed67e521a1994936268dc

Observation c8a4106c-7ec4-4733-a8a1-57e819f7480b · outbound

This paper cites an unresolved cited work.

ToonOut: Fine-tuned Background-Removal for Anime Characters Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:04:11.328461Z

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=2026-08-04T23:04:11.070095Z digest=sha256:94d7bac299d970622d4944c2570fa134c9c5a424d54861182399f0f105d03230

Observation 9449eb66-d1af-40b3-86f1-a275025ae444 · outbound

This paper cites an unresolved cited work.

ToonOut: Fine-tuned Background-Removal for Anime Characters Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:04:11.316929Z

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=2026-08-04T23:04:11.073069Z digest=sha256:d9529150154708410703292cf7b2157f9b1f7c1ddf9a168e35823a6e2bfc326d

Observation 36834999-d1bd-4205-9752-4921c9233614 · outbound

This paper cites How to Evaluate Foreground Maps?.

ToonOut: Fine-tuned Background-Removal for Anime Characters How to Evaluate Foreground Maps?

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:04:11.305245Z

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=2026-08-04T23:04:11.076469Z digest=sha256:b17e7355ce32bd63087acbb817fc40285ce393a27e784a10fb1c8f34f8551c4f

Observation 6145cae4-12f1-4ac2-8d29-6a7d16af1442 · outbound

This paper cites an unresolved cited work.

ToonOut: Fine-tuned Background-Removal for Anime Characters Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:04:11.293998Z

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=2026-08-04T23:04:11.079803Z digest=sha256:55e32c7fe2c81b3d63f0cd53fc548e362e867ee433c84e2e2967c933d51e2613

Observation ea917515-f96c-4d1b-b19a-c590039e47ad · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

ToonOut: Fine-tuned Background-Removal for Anime Characters SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T23:04:11.082916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:11.082916Z digest=sha256:6a224a9da9385d2d41b4ac978c6bf8acd293c22be7ecee64b3be8fe6c76f562d

Observation c9d0d64e-dc24-4650-9af9-d8e6f562b815 · outbound

This paper cites On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression.

ToonOut: Fine-tuned Background-Removal for Anime Characters On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:04:11.194590Z

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=2026-08-04T23:04:11.086321Z digest=sha256:a526511eba4f2ebf44cffd5dc6068663212b58d39d04c4ac39f6a80ea34c0e3f

Observation 80d8fcf8-0f8c-4cc0-912b-82b92c21ffd8 · outbound

This paper cites Boundary-Aware Segmentation Network for Mobile and Web Applications.

ToonOut: Fine-tuned Background-Removal for Anime Characters Boundary-Aware Segmentation Network for Mobile and Web Applications

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T23:04:11.089838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:11.089838Z digest=sha256:6f273a67bd9236791e4e12637dd0e11c8be92a01ddaa24f64797fc8634a3c6bf

Observation b9629091-c2d5-46ec-93f8-f775b89b57d7 · outbound

This paper cites Highly Accurate Dichotomous Image Segmentation.

ToonOut: Fine-tuned Background-Removal for Anime Characters Highly Accurate Dichotomous Image Segmentation

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:04:11.169276Z

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=2026-08-04T23:04:11.093208Z digest=sha256:e40c7737c6df657fc24c4c471af843dfeea9ed0ed3923521286c113d63ced2fb

Observation d487e0ea-9c5d-4e4c-89fb-1a25afbb1e67 · outbound

This paper cites co / spaces / skytnt / anime-remove-background.

ToonOut: Fine-tuned Background-Removal for Anime Characters co / spaces / skytnt / anime-remove-background

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:04:11.283743Z

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=2026-08-04T23:04:11.096599Z digest=sha256:a23343faf902daa657aa5e98b7b4300fe04bdd395531a15c6972fce59bc5f9a6

Observation 065fe688-a599-4a69-a7f1-43a8b56d1afd · outbound

This paper cites an unresolved cited work.

ToonOut: Fine-tuned Background-Removal for Anime Characters Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:04:11.273477Z

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=2026-08-04T23:04:11.100030Z digest=sha256:299822f3cfa1ad0a63abda8d828a0e827a7f2c785af8688dd8140bb6452ca6ef

Observation e685a3f7-e503-47b2-b47b-ed1eb4eeb582 · outbound

This paper cites Multi-view Aggregation Net- work for Dichotomous Image Segmentation.

ToonOut: Fine-tuned Background-Removal for Anime Characters Multi-view Aggregation Net- work for Dichotomous Image Segmentation

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:04:11.263490Z

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=2026-08-04T23:04:11.103116Z digest=sha256:5f1f05ab990820f2fa21c84f24579243ab65c14d8d945cc50440a5086ba46987

Observation 90c4265a-1717-46e9-a57e-89f383503fc5 · outbound

This paper cites Gradient-Induced Co-Saliency Detection.

ToonOut: Fine-tuned Background-Removal for Anime Characters Gradient-Induced Co-Saliency Detection

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:04:11.154767Z

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=2026-08-04T23:04:11.106266Z digest=sha256:b35b4c3e70f7efe8fc48ca9e486f860b126411f98d446999aa82910fcfcced74

Observation 0620d8c1-7fbc-4de8-bb7d-8d9034d46070 · outbound

This paper cites Bilateral Reference for High-Resolution Dichotomous Image Segmentation.

ToonOut: Fine-tuned Background-Removal for Anime Characters Bilateral Reference for High-Resolution Dichotomous Image Segmentation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T23:04:11.109746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:11.109746Z digest=sha256:f1aedb7f4745aaa6e869c91d06d0ad79d849024f7c5c43bb8a5f0fec82ea6851

Pith citing papers

No inbound Pith citation observations are available.