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Paper Citation Record · LEDGER

Story2Board: A Training-Free Approach for Expressive Storyboard Generation

As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 7 inbound Pith citation observations for arXiv:2508.09983.

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

pith.paper-citation-record.v1
2508.09983 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:44:10.345082Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:08:22.148985Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:18:58.071427Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy23
  • unresolved25
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b5aec0f-d257-40d6-b4e4-74d38849c835 · outbound

This paper cites Amazon mechanical turk.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Amazon mechanical turk

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:16.217306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:05.724413Z digest=sha256:afe9e9d4c46bd7c7e7c1081b52236292fb90d964c035c07183e5a5409681b263

Observation f66e4dce-0449-45e9-a7bd-e7c7d0a9c2a9 · outbound

This paper cites Composition: What is breathing room? https://www.animatorisland.com/ composition-what-is-breathing-room/ , 2014.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Composition: What is breathing room? https://www.animatorisland.com/ composition-what-is-breathing-room/ , 2014

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:15.954509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 35ce8d0e-defc-4f74-8f09-0131b072c9d4 · outbound

This paper cites Diffuhaul: A training-free method for object dragging in images.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Diffuhaul: A training-free method for object dragging in images

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:15.726787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:06.050854Z digest=sha256:39cc20acf1366ab141547e5efffdd8d47632c985b8c87e5f878c34660826b8e1

Observation 06e73884-4439-45bd-a361-c6476721df3a · outbound

This paper cites The chosen one: Consistent characters in text- to-image diffusion models.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation The chosen one: Consistent characters in text- to-image diffusion models

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:15.559230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:06.219956Z digest=sha256:727ca2bb599b1d3895753ad542b327ff10d9658b77872eb91a45995f8b471b41

Observation 4501617f-5e06-4fe7-b3cf-46b6332c9a95 · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:06.345422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:06.345422Z digest=sha256:34ac91fc3c83f8ee674b9be56408620d88458e0db87eaa0b48efd3562719f858

Observation 8a7652c7-8d89-40c5-b77f-12465b03f034 · outbound

This paper cites The Visual Story: Creating the Visual Struc- ture of Film, TV , and Digital Media.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation The Visual Story: Creating the Visual Struc- ture of Film, TV , and Digital Media

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:15.340724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:06.494226Z digest=sha256:7554cd482229855808e6349128535bf1f4eec09c3de186340161352043e09e71

Observation 92acbca3-26d4-4a71-ae3e-f4cda6de89d9 · outbound

This paper cites Be yourself: Bounded attention for multi-subject text-to-image generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Be yourself: Bounded attention for multi-subject text-to-image generation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:15.109732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:06.596916Z digest=sha256:e0fb4729328d6d8401fa0052ad3c9ecfcc6a24528dad067271e87d050ea519a2

Observation 6128c131-6036-401c-af8e-0de6ff85e0f5 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:06.702591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:06.702591Z digest=sha256:d9902dc1a912174540534f2445ff1091dd13053d1c492823c5f29d9dc0cb4cc2

Observation 7a588f1d-7f25-45f4-8a55-87e521948510 · outbound

This paper cites Negative space: Film composition guide.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Negative space: Film composition guide

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:14.922774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:06.805196Z digest=sha256:5549eb14b7b7ded68dccb3f619bc6265ed21aa188cfcc10e98a1034b7fd2693f

Observation c293c039-b2f0-4c12-99d5-13cb52b2ec30 · outbound

This paper cites DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:06.914525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:06.914525Z digest=sha256:809a72819299ef3240c2592addec37dd571b54effb371c81fba49fc7e2df0777

Observation ecf6d1bd-6eb9-4da6-8947-859827d37021 · outbound

This paper cites TokenFlow: Consistent Diffusion Features for Consistent Video Editing.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:07.021041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:07.021041Z digest=sha256:cd165cf7000ccb8efdf8ccbab75df8a7184afbb439dedc1de9c1f6e4b10f8ae6

Observation bbf45c47-14d6-45ef-a3ce-5e4b6f1b5281 · outbound

This paper cites DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:07.113972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:07.113972Z digest=sha256:4c0d870ef41849abbd461301c3dbb06fb435f41e6f7d9d229ad533d56667be1a

Observation e91a0354-30f1-43f4-842c-2a03f16a4d6c · outbound

This paper cites AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:07.190447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:07.190447Z digest=sha256:bfcd7f4c46a5fe2c2eb9b846063d2869ad03c3da705894b8d9d9d742bf2bae4b

Observation 0cff4348-5634-4df5-84bb-14c5842b9ab8 · outbound

This paper cites Denoising diffu- sion probabilistic models.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Denoising diffu- sion probabilistic models

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:14.653356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:07.291341Z digest=sha256:bfe671eac0e903a26710426d5a6a9cb96ca16d4f332a977ca9aafa7e41dcde41

Observation cfc9262b-d732-4534-91f1-4efc1856a5f4 · outbound

This paper cites In-Context LoRA for Diffusion Transformers.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation In-Context LoRA for Diffusion Transformers

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:07.408259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:07.408259Z digest=sha256:0e046043ea0018015f5a831d28f8c5532532a46db0fe23bffe94ce8f7845cbb8

Observation 78c2ef58-21b9-4368-a2d0-567df8cd4988 · outbound

This paper cites OpenCLIP, July 2021.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation OpenCLIP, July 2021

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:14.463859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:07.471617Z digest=sha256:0b0bd261f67c9deb3f52f84b2b5115677c233fefc296458630b7ac7f3600f7a6

Observation c48a1d14-ff63-44db-889b-02339d914353 · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Doll´ar, and Ross Girshick.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Berg, Wan-Yen Lo, Piotr Doll´ar, and Ross Girshick

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:14.254168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:07.569131Z digest=sha256:11c3e443f8e8b9fd8f99ce2020018f136b24a84475df2e0ab78023057a081085

Observation 04ddae07-e8ed-4570-ad96-ad2bb281185e · outbound

This paper cites Multi-concept customization of text- to-image diffusion.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Multi-concept customization of text- to-image diffusion

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:14.037582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:07.676876Z digest=sha256:1f69dea55845d434033d02308064b11c2263108e016a6b7541aa6799fc36ffe5

Observation cbecf0ad-e49a-4331-8d99-0cd944c35581 · outbound

This paper cites Evaluating text-to-visual generation with image-to-text gen- eration.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Evaluating text-to-visual generation with image-to-text gen- eration

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:13.851688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:07.773891Z digest=sha256:325d295f475d24c853fde9b5253c30917692bb6d81267fea9dba1970143595e2

Observation 3fb6977d-4fdf-4869-911d-b8668ab51e00 · outbound

This paper cites Intelligent grimm – open-ended visual storytelling via latent diffusion models, 2024.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Intelligent grimm – open-ended visual storytelling via latent diffusion models, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:13.553317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:07.883086Z digest=sha256:3e1500d14dee125fd82f5a21fd40853ae0126beadcd1d0952ab188ff31ac1b27

Observation 94ed9319-11c3-43be-a9f5-5183252eefbc · outbound

This paper cites Video-P2P: Video Editing with Cross-attention Control.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Video-P2P: Video Editing with Cross-attention Control

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:07.995101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:07.995101Z digest=sha256:03f3e40a597fdea8ded7786a12bdcdcd4f5cda9c82ac243f9fc42eb1ecbba32d

Observation a22c1da9-3e56-4d47-b163-42522f7ee1a3 · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:13.366138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:08.061537Z digest=sha256:53190380f628207fd5e306115ef79513c470de3cf9f471767eed26af0cc3e0c7

Observation dc0027cb-5d68-4161-88a7-4fe8bf634f64 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation DINOv2: Learning Robust Visual Features without Supervision

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:08.164224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:08.164224Z digest=sha256:148ecb4eb2b336e33f64a3caa2789e83cb55af7bcce250befacbe9b34186f703

Observation 0c800c64-7232-4110-8ac5-15d6e9c25ed9 · outbound

This paper cites A threshold selection method from gray- level histograms.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation A threshold selection method from gray- level histograms

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:13.237783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:08.305166Z digest=sha256:73affef9202c8eacf46d6e8eee21b679b0e2a5da5b26340c859be931aabce404

Observation 710fd84b-90fb-4328-a329-29c797e0907c · outbound

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

Story2Board: A Training-Free Approach for Expressive Storyboard Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:08.407198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:08.407198Z digest=sha256:504d9f680b4f6c54dcef05852c502f49353fa2e713e3c5f810232b4b1061ca27

Observation b49f4159-22e3-45b1-b5f8-082198a564d2 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:08.489664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:08.489664Z digest=sha256:eff27664d4bf55bfcdef55e45cb65f47d04c13cbc22b6820f3c4b914c0ac62aa

Observation d7e96b6a-ce5c-4dca-97da-14938516c88e · outbound

This paper cites Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:13.034117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:08.589114Z digest=sha256:f1c8fbafa0ed62fa155ccd2b173955f44e55d4aef371092851fbb7be9e1b17df

Observation 76fc6f75-ffaa-445e-b59d-01e1019f0d2a · outbound

This paper cites Photorealistic text-to-image diffusion models with deep lan- guage understanding.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Photorealistic text-to-image diffusion models with deep lan- guage understanding

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:12.839819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:08.674791Z digest=sha256:cbd6ef6e4d79bc84652a2dd1eefca9600c742c74845c28b8989a3aae9d2294e7

Observation 913b9be9-4b77-4e20-b7f5-73ec80ee56d0 · outbound

This paper cites Stable diffusion 3: Next-generation text-to- image generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Stable diffusion 3: Next-generation text-to- image generation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:12.678812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:08.768226Z digest=sha256:4bb6892f6eb814e2243bb8a964d64c127c216bc4bc7a4f2a7f991fe92d2c4bca

Observation 9be795e8-c2be-4746-a6e1-440758a94dd4 · outbound

This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation OminiControl: Minimal and Universal Control for Diffusion Transformer

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:08.849417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:08.849417Z digest=sha256:191987e6b1522463af71efe57f420e989f0342ab663fa89e647c662c4ac50437

Observation 308863d7-8161-4dd5-b6db-a936bfbc65db · outbound

This paper cites Key-locked rank one editing for text-to-image personaliza- tion.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Key-locked rank one editing for text-to-image personaliza- tion

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:12.564081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:08.959475Z digest=sha256:3ef8ed65e5e806383fe28d3992c6f9e0e2bf2eced7b4bd88af9c6dea6513a2a8

Observation ceddaaf6-07b5-4488-85da-a338493b3b62 · outbound

This paper cites Training-free consis- tent text-to-image generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Training-free consis- tent text-to-image generation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:12.430930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:09.079503Z digest=sha256:e533ebe8cdc3f56f8d3e8e88b749a267b0435909905357989e0a671bd1c2dcd6

Observation 3f2acd36-d38b-4a43-9c6b-bda750a0f5eb · outbound

This paper cites Training-Free Consistent Text-to-Image Generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Training-Free Consistent Text-to-Image Generation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:09.173901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:09.173901Z digest=sha256:3273bfb2351784aacfbef0d32988918c0e2e9414b1beef2c923be9c25c4aea9d

Observation 23c8e535-4fcc-45be-b529-77d73c35b750 · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to- image translation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Plug-and-play diffusion features for text-driven image-to- image translation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:12.257378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:09.223186Z digest=sha256:89d174631751f621e4815f3a736d8cc2076927fb29cb1bdd01598a3a7d8bcfff

Observation cb6a016a-a625-4abd-8c2a-0c246dfb4206 · outbound

This paper cites Attention is all you need.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Attention is all you need

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:09.257593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:09.257593Z digest=sha256:0839dafae7da3ec1c2c1978b1a42e73a8f30d59b4e8f2d4f3082991b5ae92b9b

Observation 0e8bbf22-ba05-4b4d-9ada-d4ee2c5d2f5a · outbound

This paper cites ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:09.318239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:09.318239Z digest=sha256:12def6e59e58aaba41c97e1af51854a6666ed452fbc536a7634be1baa81ec61a

Observation 385f0895-f073-4f56-95f5-e73eaf925da7 · outbound

This paper cites SEED-Story: Multimodal Long Story Generation with Large Language Model.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation SEED-Story: Multimodal Long Story Generation with Large Language Model

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:09.401643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:09.401643Z digest=sha256:fa2a129cfbce9aa3c659feccb7e2885292849b668d8fc65a1e763e84f2e922e7

Observation 07feff07-9f78-46f1-91ba-3220a524ff86 · outbound

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

Story2Board: A Training-Free Approach for Expressive Storyboard Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:09.487675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:09.487675Z digest=sha256:f1091e65427e9d4609fd19a57344ff541ef09b81fe40c726e822f30e5b5ade11

Observation e7c3633f-8450-424d-aafb-8400102bb2e7 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:12.087186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:09.602497Z digest=sha256:3ee1b36495a95d12c478779407ac76a9957c39335f83e39cf4261ba3fbb2e562

Observation f4d90d39-b4d0-456e-bdc3-2104bc16c4c0 · outbound

This paper cites StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:09.689193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:44:09.689193Z digest=sha256:d82f370688b57cfb614aaaa10c6f8ad91ee6f7ff8945e2f6fdc808adadcac12b

Observation c5a4a2bb-ea58-4d74-b66e-e25efa040dcb · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:11.882195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:09.766640Z digest=sha256:a2898b51e34456d6016858c22184aac864140bcc26be76d17d83975468f9963d

Observation 1a606ccc-b180-4b34-92ff-c54eaddb003a · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:11.698820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:09.851678Z digest=sha256:841c521137c50d19a41f0dba81f9f7dcc4b02eba076d0379fc20108f2727751a

Observation 4e6c2ef6-9c7e-4b9a-9230-5ee1babea0d0 · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:11.545104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:09.923959Z digest=sha256:e7b70ef587fa80cb73238af97b8ef322c32cae78cdb0bab44fd4a86296ca0fa9

Observation b39a6965-628a-47be-a398-ff2f5acbf64f · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:11.388639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:10.004745Z digest=sha256:2726c8ab8137ca18d2b30921a89b598d02b8b072cfc8dee58671f2b405765f7f

Observation 855b23cf-81a9-4340-872b-1d2e0e53d322 · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:11.207829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:10.066123Z digest=sha256:76c640d8c11aca0c04ca6dc8ed80d9e8726a003c11402634bbee14793e6e9183

Observation 9b2f4571-f31b-4887-a8a3-9ed8b4e17cfe · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:44:11.030202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:10.121621Z digest=sha256:e4a2cbee70e3d1d23bf891ac6b211d857273e5965e644a08e8a37be3fe4f32db

Observation ff047a55-ca0e-4cfa-bae7-2588bafd9949 · outbound

This paper cites The Rich Storyboard Benchmark allows us to systematically test a model’s ability to maintain identity while navigating scene transitions and visual storytelling demands.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation The Rich Storyboard Benchmark allows us to systematically test a model’s ability to maintain identity while navigating scene transitions and visual storytelling demands

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:10.889270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:10.205045Z digest=sha256:26821b2691f52d17b1cd404a1229dd351052e4de9df237439352496c141b603e

Observation c19175b8-bb28-49ff-a484-027718d899a2 · outbound

This paper cites an unresolved cited work.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Unresolved cited work

Reference 48

Resolution
parse uncertain
raw_fallback, observed 2026-08-05T20:44:10.744701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:10.298746Z digest=sha256:31e7742fed7689db5bba695096c4db567da98526689c2d5c368290fa9fec6ce0

Observation 4898aad6-50a8-482a-bca3-31ecb7a40ca9 · outbound

This paper cites Overall Preference.

Story2Board: A Training-Free Approach for Expressive Storyboard Generation Overall Preference

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:44:10.621542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T20:44:10.345082Z digest=sha256:f07732e10771750cb32cb565c40e2c04d3705eec83f4e208e008476a77615ca2

Pith citing papers

Observation 6b4413bd-3a67-4166-8d10-b1f265523a60 · inbound

StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics cites this paper.

StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-13T23:28:26.376501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T23:24:26.557732Z digest=sha256:91b95c9ae720d6be6230e1a7e0f2728045f07f3ea890b6280767ec465bdf75be

Observation da047523-9013-406d-80a9-5f3561d857b5 · inbound

DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior cites this paper.

DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-10T07:21:55.000465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T07:21:45.633310Z digest=sha256:f116303344b2dcec0d7646790b7a79f3c5c7d9701c2a5192abe13079a4c1cea2

Observation b961927f-dbe9-4264-97d2-4a163192bc48 · inbound

Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency cites this paper.

Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-03T04:57:38.083770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T13:34:25.079037Z digest=sha256:f79dc9cba00d1e8af6d34be0314cf8d55a8527f614fbfb5904c2be28f15b81e7

Observation 838e5db2-52e3-402b-8dbc-d93b0d0aef66 · inbound

KathaTrace: Diagnosing Semantic Trajectory Collapse in Generated Visual Narratives cites this paper.

KathaTrace: Diagnosing Semantic Trajectory Collapse in Generated Visual Narratives Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:18:58.073867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-03T21:14:13.641041Z digest=sha256:904207acd766f354d0d019a36b8941ecff62f8eccb0e9ff6eb135f22d117bca9

Observation 5dce6718-d5ab-490c-89a7-f4696d3ad66f · inbound

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics cites this paper.

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 79

Resolution
unresolved
no resolver link, observed 2026-07-11T21:36:42.378149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T21:36:42.378149Z digest=sha256:a878d063fb1ad25ca0229933b29c6b741649400b7a70dbe36501b9503f668e79

Observation 48468728-eea5-4ae3-9a42-e7b384f166ea · inbound

ETPDesigner: Multi-Agent Orchestration for Interactive Multimodal Electronic Theater Program cites this paper.

ETPDesigner: Multi-Agent Orchestration for Interactive Multimodal Electronic Theater Program Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T11:16:15.398780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:16:15.398780Z digest=sha256:b6c8efde5f5b8f7cf41cb28efed6a39c0fb6b049fa4685c9e20e2c868bce3ac7

Observation 56e592ad-8253-4327-8ba0-e19a90ab60dc · inbound

Investigating Social Bias in Narrative Image Generation cites this paper.

Investigating Social Bias in Narrative Image Generation Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-04T21:08:22.148985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T21:08:22.148985Z digest=sha256:db7c9ca4c35180365394e786ecf9b70a3bf7de082fae885e98ae0e6d4463dad2