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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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.044377Z digest=sha256:cd192c741f4c431e896d78850e2ff5bd292212359bff1a4894db399a28ab3e4d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.048714Z digest=sha256:76fa0cf7f3a79ba541b5770b05d44610a7c077988e18029ca4f861043c297c8d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.052157Z digest=sha256:b973f759ad0469c0d6e190c68e6ce458f085432691117f5bdcff9ac833d3d9a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.055720Z digest=sha256:6af50665205b1c04785ea0de000d33853e3c5aa686a00cf95f4fa3e56a9a06fd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.063711Z digest=sha256:c6ddce34c5457e80b64a4652e0ec2ee3c68c077f34b175d63dc7647e0aabae21

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.067022Z digest=sha256:3df72f66c670fa974f196c9c7654b7b265f64ec885dbd8d8b636450e89d95c75

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.070095Z digest=sha256:4eb5fd30276ddf5e34d5ff43253314a685d7fbd5ed33b5ffc5882090a367dddf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.073069Z digest=sha256:ffb4ae8d510afa408c35793dc598a7561ffa4e1d2d2bf0f328cc916aa12fe275

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.076469Z digest=sha256:ccd3ddcb99a021b8f7a450ceab3110bb8c08a4695e879d6b03e5827c82c69eec

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.079803Z digest=sha256:02944470359945442b5279049b7832ff0d15115f6101a4b88e4c88656b2b0dee

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.086321Z digest=sha256:ba1a1b9300fd753dabde4ffe6e59c33bfdf825a85cd3bef1c58c118f23852fc6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.093208Z digest=sha256:bf9073f9a1e47c216c310dfd82f9090f101e353db6c98e012f44b1b32f34e123

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.096599Z digest=sha256:f627b49c58f02ea8d6b748b5b45ca8855d1070aea7500b0b0209e5df7aad8ea7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.100030Z digest=sha256:b89415c9fb3ab3349f0fc986764c9223a57b309ff4c33fe0a947cacba3b50402

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.103116Z digest=sha256:2e84a93dcaf684dae0171f831b0fedc800d12c3ece89e9fdd9f16af6e8324ab6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T23:04:11.106266Z digest=sha256:138c8affd5aeb4b2e0cb57705f3757312b688c2667b4f01d60207abc028d75f5

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.