Paper Citation Record · LEDGER

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2508.10881.

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

pith.paper-citation-record.v1
2508.10881 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:17:30.418625Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:47:36.772531Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T06:55:10.521776Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8afa390a-c5a7-47e0-bd45-09b6e6d2b8ba · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.262405Z

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Unavailable: canonical work link unavailable.

Observation 42def01b-b97a-48d0-94ff-2c1a489a4dc2 · outbound

This paper cites Align your latents: High-resolution video synthesis with la- tent diffusion models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.267284Z

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Observation 88e1edf3-53c2-46ad-92fc-da298120d364 · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Image quality assessment: Unifying structure and texture similarity

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.271103Z

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Observation 190dd73f-5ef6-422c-a243-0a3b66b3055e · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.275164Z

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Unavailable: canonical work link unavailable.

Observation 4dcd928d-69aa-4604-a77c-5021326eb273 · outbound

This paper cites CameraCtrl: Enabling Camera Control for Text-to-Video Generation.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing CameraCtrl: Enabling Camera Control for Text-to-Video Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.279334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14b6ab3-e753-45da-9278-4c4e706e1b56 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Denoising Diffusion Probabilistic Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.283850Z

Source-reported events for the cited work

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Observation 1598c277-c70b-480e-b964-f6a985cae4d6 · outbound

This paper cites Video dif- fusion models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Video dif- fusion models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.288076Z

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Unavailable: canonical work link unavailable.

Observation 10324c46-a1a5-4387-bb32-08b54d505cd9 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Lora: Low-rank adaptation of large language models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.292310Z

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Observation 9b88dfaf-3f2f-4c89-b6e9-80efde9a2c45 · outbound

This paper cites Animate anyone: Consistent and controllable image- to-video synthesis for character animation.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Animate anyone: Consistent and controllable image- to-video synthesis for character animation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.295868Z

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Unavailable: canonical work link unavailable.

Observation 441c1040-c269-4f22-9059-5af09a1fde2a · outbound

This paper cites In-Context LoRA for Diffusion Transformers.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing In-Context LoRA for Diffusion Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.299263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9efc1567-50bf-4c7a-ba9b-642f872fe58b · outbound

This paper cites Vbench: Comprehensive bench- mark suite for video generative models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Vbench: Comprehensive bench- mark suite for video generative models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.303158Z

Source-reported events for the cited work

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Observation 222cd377-2b19-4d05-91ed-15bbcc4a94ff · outbound

This paper cites Lvcd: reference-based lineart video colorization with diffusion models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Lvcd: reference-based lineart video colorization with diffusion models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.307664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34099504-58aa-4cb8-849b-eb3e810098dc · outbound

This paper cites Image-to-Image Translation with Conditional Adversarial Networks.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Image-to-Image Translation with Conditional Adversarial Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.311538Z

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Unavailable: canonical work link unavailable.

Observation 8da4be86-1b3c-4291-b110-44b550bd08ac · outbound

This paper cites AniSora: Exploring the Frontiers of Animation Video Generation in the Sora Era.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing AniSora: Exploring the Frontiers of Animation Video Generation in the Sora Era

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.315774Z

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Unavailable: canonical work link unavailable.

Observation 0ebddaf5-6adb-4f93-855c-3ac6923609a6 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.319491Z

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Unavailable: canonical work link unavailable.

Observation 8ea0d8f3-665e-4316-88ce-d10dd5426387 · outbound

This paper cites an unresolved cited work.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.323528Z

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Unavailable: canonical work link unavailable.

Observation b0fc726a-3b8a-4dbb-a8cb-e2960eb9c6d3 · outbound

This paper cites Image Conductor: Precision Control for Interactive Video Synthesis.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Image Conductor: Precision Control for Interactive Video Synthesis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.327119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dcd626f-602c-4b02-a264-a2f048fb671c · outbound

This paper cites Decoupled Weight Decay Regularization.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Decoupled Weight Decay Regularization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.331143Z

Source-reported events for the cited work

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Observation e07ec909-94bb-48eb-8249-aab96c63363a · outbound

This paper cites AniDoc: Animation Creation Made Easier.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing AniDoc: Animation Creation Made Easier

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.335003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696b3efb-227e-48f1-b24f-e942ac090681 · outbound

This paper cites Impact of the Hubble tension on the $r$-$n_s$ contour.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Impact of the Hubble tension on the $r$-$n_s$ contour

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.339341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5bf660-4eec-4503-ab75-19afd14b88ab · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Learning transferable visual models from natural language supervi- sion

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.343121Z

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Unavailable: canonical work link unavailable.

Observation 9896c68d-c414-44aa-8a5d-aee0e0a4483f · outbound

This paper cites Zero: Memory optimizations toward training trillion parameter models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Zero: Memory optimizations toward training trillion parameter models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.346737Z

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Observation b8b6ba36-ef28-46da-bbea-d1fe1ecdbdd8 · outbound

This paper cites Enhanced deep animation video interpolation.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Enhanced deep animation video interpolation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.350546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f28f34b-7238-4b48-86d0-755a9b3fd68c · outbound

This paper cites Tiny and efficient model for the edge detec- tion generalization.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Tiny and efficient model for the edge detec- tion generalization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.354554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f41afd-f264-4bb3-82cb-212c79aa8b99 · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Roformer: Enhanced transformer with rotary position embedding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.358632Z

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Unavailable: canonical work link unavailable.

Observation 54d728af-22cb-42d6-92d5-ef4c838c6699 · outbound

This paper cites Generative ai for cel-animation: A survey.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Generative ai for cel-animation: A survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.362625Z

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Observation 0e194862-3231-46c5-aae3-8c5c5afa4b03 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Wan: Open and Advanced Large-Scale Video Generative Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.366613Z

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Observation 72f60e5b-bac9-44d6-ad60-ac90ac3e9e29 · outbound

This paper cites CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.370400Z

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Observation 540fb7f0-14fd-4575-87e7-a52c9ef753f1 · outbound

This paper cites Cogvlm: Visual expert for pretrained language models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Cogvlm: Visual expert for pretrained language models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.374160Z

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Observation 1c71f463-4b86-4c0d-9a32-2daf55973842 · outbound

This paper cites Motionctrl: A unified and flexible motion controller for video generation.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Motionctrl: A unified and flexible motion controller for video generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.377664Z

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Observation b3ddc5f6-c62b-4117-ad8f-8629290abb1a · outbound

This paper cites Adversarial open domain adap- tation for sketch-to-photo synthesis.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Adversarial open domain adap- tation for sketch-to-photo synthesis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.381321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df54905b-c169-435b-9f54-894814aa2667 · outbound

This paper cites Existence and uniqueness of solutions in the Lipschitz space of a functional equation and its application to the behavior of the paradise fish.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Existence and uniqueness of solutions in the Lipschitz space of a functional equation and its application to the behavior of the paradise fish

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.385334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe30bc1-603f-4cc1-b09c-ab11adca4103 · outbound

This paper cites Make-your-video: Cus- tomized video generation using textual and structural guid- ance.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Make-your-video: Cus- tomized video generation using textual and structural guid- ance

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.388891Z

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Unavailable: canonical work link unavailable.

Observation 6cbf1c47-af6e-4fbb-8f9c-16764e43ba99 · outbound

This paper cites Dynamicrafter: Animating open-domain images with video diffusion priors.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Dynamicrafter: Animating open-domain images with video diffusion priors

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.392262Z

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Unavailable: canonical work link unavailable.

Observation 6a94136f-5810-41fe-b20a-b1ec7e517cfc · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.395908Z

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Unavailable: canonical work link unavailable.

Observation 7b9eb81b-c56a-45d8-bc89-e8cb6d2fb9aa · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.399972Z

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Unavailable: canonical work link unavailable.

Observation cda428e6-f087-4439-8389-fc6ce1ec5f60 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Adding Conditional Control to Text-to-Image Diffusion Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.403878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26f5fe5f-268e-4e24-af05-e6ca37a45247 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing The unreasonable effectiveness of deep features as a perceptual metric

Reference 38

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Observation 633d53bd-ffea-4903-96a3-c927f095153c · outbound

This paper cites Champ: Controllable and consistent human image an- imation with 3d parametric guidance.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Champ: Controllable and consistent human image an- imation with 3d parametric guidance

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.411547Z

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Observation c69b670a-9640-4adf-b199-12d401c7f5d4 · outbound

This paper cites ColorFlow: Retrieval-Augmented Image Sequence Colorization.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing ColorFlow: Retrieval-Augmented Image Sequence Colorization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.414993Z

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Unavailable: canonical work link unavailable.

Observation 3b796392-068b-4e08-b3f7-c7361155bd73 · outbound

This paper cites Cobra: Efficient Line Art COlorization with BRoAder References.

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Cobra: Efficient Line Art COlorization with BRoAder References

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:30.418625Z

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Pith citing papers

Observation 2bdb0531-36c5-4ea3-8f4b-b7963a30f91e · inbound

Meta-CoT: Enhancing Granularity and Generalization in Image Editing cites this paper.

Meta-CoT: Enhancing Granularity and Generalization in Image Editing ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:46:12.593382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a43dbc1b-7288-4358-8fd5-93c12cfc98f4 · inbound

MoZoo:Unleashing Video Diffusion power in animal fur and muscle simulation cites this paper.

MoZoo:Unleashing Video Diffusion power in animal fur and muscle simulation ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:55:10.524854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23c15b18-74ff-4911-b04d-d1e456d0fa5a · inbound

PeCA: Palette Context Assisted Inference for Test-Time Paint-Bucket Colourisation on Animation Videos cites this paper.

PeCA: Palette Context Assisted Inference for Test-Time Paint-Bucket Colourisation on Animation Videos ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T00:47:36.772531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.