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Paper Citation Record · LEDGER

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer

As of 10 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 3 inbound Pith citation observations for arXiv:2502.05979.

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

pith.paper-citation-record.v1
2502.05979 v4

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:13:02.840431Z

measured 39 of 39 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-02T22:22:23.999339Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T22:27:25.196603Z

Reference resolution

36 of 36 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba2d90d4-6d72-4df1-bfac-3851a46ede6d · outbound

This paper cites an unresolved cited work.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Unresolved cited work

Reference 1

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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=2026-08-08T17:13:02.729443Z digest=sha256:8ed2f64c97b40fb49c84fc2ec435941fcc794592eff3d9c93a2932fc472074bd

Observation a91fd053-9370-4e0e-b006-952e9c748866 · outbound

This paper cites VideoCrafter1: Open Diffusion Models for High-Quality Video Generation.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Reference 4

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source=pdf_text observed=2026-08-08T17:13:02.740813Z digest=sha256:096fafaba63e0e643f7addbb2f67c4668dda2091b1386aef2fbf8ed0983d7988

Observation 3332b1c9-b32f-4b3a-8200-fd3ae3851b66 · outbound

This paper cites an unresolved cited work.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Unresolved cited work

Reference 5

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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=2026-08-08T17:13:02.840431Z digest=sha256:c28e09c411cef8eb99008a959027b0260dc03066099b14d9ff4267d9509887aa

Observation 3199eb50-c089-4aef-9dae-3ee888c9b624 · outbound

This paper cites In SIGGRAPH Asia 2024 Confer- ence Papers.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer In SIGGRAPH Asia 2024 Confer- ence Papers

Reference 6

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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=2026-08-08T17:13:02.747475Z digest=sha256:4cac8fa2e848ec007f7c82cfc23be8918b7ba22d6d38992599f15a9cc4a4913b

Observation d172b879-0def-4fca-a2ef-2387f9e22c94 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 7

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source=pdf_text observed=2026-08-08T17:13:02.750069Z digest=sha256:6b8f75a12cec49cbe3e7db8a69ad21de983f226404977b1e196011141c4d0662

Observation 773d4470-b008-4b3f-a856-bcbcdecf7ad2 · outbound

This paper cites LTX-Video: Realtime Video Latent Diffusion.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer LTX-Video: Realtime Video Latent Diffusion

Reference 8

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source=pdf_text observed=2026-08-08T17:13:02.753293Z digest=sha256:d20c322eb9823111de2807fe597d3be6d8c38f4b273786bec2dc1b36aa04a43c

Observation 45a1c86e-ad87-4b67-a7bc-8eda90b6b894 · outbound

This paper cites CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos

Reference 11

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source=pdf_text observed=2026-08-08T17:13:02.761894Z digest=sha256:1eaf82c28dfe2987577b894e245bd781efcafd949645c344a836b5faef3a51db

Observation 122d881d-a1fd-481d-941c-c21d9cafddd2 · outbound

This paper cites https://kling.kuaishou.com/z Accessed: 2025-01-19.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer https://kling.kuaishou.com/z Accessed: 2025-01-19

Reference 13

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raw_fallback, observed 2026-08-08T17:13:03.121185Z

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=2026-08-08T17:13:02.767986Z digest=sha256:a6242838c0ed7753378f12dde1a84740254bcecd37cee711121291345f44cd96

Observation eac7b07d-8dc9-4c16-8c39-12db6a530204 · outbound

This paper cites AnimateAnything: Consistent and Controllable Animation for Video Generation.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer AnimateAnything: Consistent and Controllable Animation for Video Generation

Reference 14

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source=pdf_text observed=2026-08-08T17:13:02.771293Z digest=sha256:ddf66286071d5f5cf3a90ad97b782f1e0079f9a67412113f9a948e408b99f14d

Observation ea13ae8c-cd82-4109-969a-4b4c3f4fa44f · outbound

This paper cites Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Reference 15

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source=pdf_text observed=2026-08-08T17:13:02.774524Z digest=sha256:d03acd59240ccefc1eb64c110706ef86957c1d4bc8917d143abb7af57f88b81d

Observation b178a64f-761c-4827-a5b8-677b899734a6 · outbound

This paper cites Open-Sora Plan: Open-Source Large Video Generation Model.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Open-Sora Plan: Open-Source Large Video Generation Model

Reference 16

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source=pdf_text observed=2026-08-08T17:13:02.777440Z digest=sha256:c5b761397e9178ac8f5670f053da63a467b7d9850bda3796f3e35e3570d9fc72

Observation f3ae83a9-a473-4bae-b12d-27c82501e377 · outbound

This paper cites NewMove: Customizing text-to-video models with novel motions.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer NewMove: Customizing text-to-video models with novel motions

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:02.784161Z digest=sha256:3a4b19d946624850f205b6442b857e75382b0dbf64463c8c916e5b6ecebf03b4

Observation abd4732f-49c7-45d8-bfad-b80fa1ed41ad · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 20

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:13:02.789534Z digest=sha256:f83700522b9e597ff7371c71f9d174029ecc709a60d5245bf7546fd333ed6229

Observation 4f2b8b36-26ed-4b2c-a27f-ac2bb2b3955d · outbound

This paper cites In SIGGRAPH Asia 2024 Conference Papers.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer In SIGGRAPH Asia 2024 Conference Papers

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-08T17:13:03.103173Z

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=2026-08-08T17:13:02.792604Z digest=sha256:7fe6953e7e28c3a66120c264ec93bf0106235800e6abef89f2f190f99033db50

Observation 9caffbba-efde-4b1e-840e-55fdc4e006aa · outbound

This paper cites https://www.pexels.com/ Accessed: 2024-01-19.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer https://www.pexels.com/ Accessed: 2024-01-19

Reference 22

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raw_fallback, observed 2026-08-08T17:13:03.093719Z

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=2026-08-08T17:13:02.795662Z digest=sha256:72c71df57758fc6a1a15aa70c538f99287b4110c6e89cbe06a53d3b592a247c0

Observation 68aa7718-171d-4849-a370-6fdc9847d657 · outbound

This paper cites https://pika.art/ Accessed: 2025-01-11.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer https://pika.art/ Accessed: 2025-01-11

Reference 23

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raw_fallback, observed 2026-08-08T17:13:03.084243Z

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=2026-08-08T17:13:02.798560Z digest=sha256:7a5216ab2ee994fdb39f805f808bc373b78e9ebd4978c860a67c4d264de50264

Observation faebe32c-cb34-445a-9f69-936c8b23da76 · outbound

This paper cites https://app.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer https://app

Reference 24

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raw_fallback, observed 2026-08-08T17:13:03.074895Z

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=2026-08-08T17:13:02.801547Z digest=sha256:4fd406b3ebccf4af487f12cfd7d23707dcb59cb3db869cd395295291511e63a9

Observation 61a28cc3-124b-4600-be0c-295385ca37f0 · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Movie Gen: A Cast of Media Foundation Models

Reference 25

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source=pdf_text observed=2026-08-08T17:13:02.804779Z digest=sha256:ba38d77997b42daebf1f7f0339e7b9bf265ae0dc50e066b884ea03c95453f309

Observation 9873bca0-9013-42f0-a313-e9740c0a4f9c · outbound

This paper cites an unresolved cited work.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Unresolved cited work

Reference 26

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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=2026-08-08T17:13:02.808049Z digest=sha256:cc4860f1821efc83129e9528f34dc256d03087202d658636415444ad1bf831f8

Observation ce7cf3b7-34fc-4c4b-87a8-fb65daed173d · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer SAM 2: Segment Anything in Images and Videos

Reference 27

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:13:02.811335Z digest=sha256:81e413c7a4edb992f241db6e9e1aa5217504cc3063e836963e438f1ab42ac71a

Observation e51446fb-0512-476d-a4ed-d235fe91cea3 · outbound

This paper cites Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models

Reference 28

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source=pdf_text observed=2026-08-08T17:13:02.814502Z digest=sha256:bbaf50e1ba91ead79b67a9baea2e81fc1ffed7b1bef9a63332cd2cc4d800a8ec

Observation da821130-1f51-45e4-8c4a-61dceae01574 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer High-Resolution Image Synthesis with Latent Diffusion Models

Reference 29

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source=pdf_text observed=2026-08-08T17:13:02.817427Z digest=sha256:89cf53de7eba79290c3ae6ee95a06728efbfb81114fcc984355c00afcff9c558

Observation 7dc0629c-903a-4f8c-a5d6-84ed4873991b · outbound

This paper cites Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer

Reference 30

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source=pdf_text observed=2026-08-08T17:13:02.820784Z digest=sha256:e5b5fe048ef5783748ba8af2cdbaf1d5155d00efc2edfbbcc07b126f93b796ef

Observation 6f179048-eeff-4d29-9ac8-b6c02974ba96 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Score-Based Generative Modeling through Stochastic Differential Equations

Reference 31

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source=pdf_text observed=2026-08-08T17:13:02.823670Z digest=sha256:51e62fb0175d64c969e0a608fd9bd384e9e548acfc9fbaf0046c078a41a50ca9

Observation c4e1569f-f756-46ad-ac06-7e32472102b4 · outbound

This paper cites MotionBooth: Motion-Aware Customized Text-to-Video Generation.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer MotionBooth: Motion-Aware Customized Text-to-Video Generation

Reference 33

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source=pdf_text observed=2026-08-08T17:13:02.830263Z digest=sha256:1ef8f2dc0266f6ea2a317b8be1b146133c27f059e16fa4c5dcd5679ae8c89ac3

Observation 7e4c0701-b5b5-49e7-9ff4-614bde2b0d36 · outbound

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

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 34

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source=pdf_text observed=2026-08-08T17:13:02.833482Z digest=sha256:0ffbf170fc09d4218137e092110a0f70fcf81a48a7f0a88c0a96c02c045abe79

Observation 5be5abd8-459f-431d-b533-f8aecd43709a · outbound

This paper cites Ta-da it.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Ta-da it

Reference 35

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raw_fallback, observed 2026-08-08T17:13:03.056492Z

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=2026-08-08T17:13:02.836690Z digest=sha256:764d22297dd415fb7993317286e49e9a972a16e490c17fd73e7b24195b868736

Observation 2013248c-6f30-48cb-a63d-27e028a79e68 · outbound

This paper cites IEEE Transactions on Image Processing 20, 9 (2011), 2678–2683.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer IEEE Transactions on Image Processing 20, 9 (2011), 2678–2683

Reference 2011

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raw_fallback, observed 2026-08-08T17:13:03.112733Z

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=2026-08-08T17:13:02.786922Z digest=sha256:4642157053e4ae7da67df39e75e37b2904300e5a3f1dbb0fde86e7e5769d9657

Observation 355ee8de-3984-469a-b186-1571134a8298 · outbound

This paper cites Auto-Encoding Variational Bayes.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Auto-Encoding Variational Bayes

Reference 2013

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:02.764923Z digest=sha256:01e2c8144f87f8f3b1c7d451367540e57a000304826ff0fafb08b456064a741a

Observation 61739462-984b-4137-8994-c10e50fbeda2 · outbound

This paper cites Decoupled Weight Decay Regularization.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Decoupled Weight Decay Regularization

Reference 2017

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:13:02.780643Z digest=sha256:4684d77d8bd961df893c6a2831e7da67fc48da9320a5303b2d1cb444199e9fc6

Observation 015cf71a-3fb9-45a7-98f1-702770656a91 · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 2018

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:13:02.827295Z digest=sha256:b24fedffba8ff980a2ec90073f71045c355b37733448b81a1e41ef81a6030520

Observation c2db1cbf-a76c-4b0a-b5ca-cffc2453b11b · outbound

This paper cites Advances in neural information processing systems 33 (2020), 6840–6851.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Advances in neural information processing systems 33 (2020), 6840–6851

Reference 2020

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verified fuzzy
raw_fallback, observed 2026-08-08T17:13:03.129850Z

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=2026-08-08T17:13:02.756055Z digest=sha256:fe8ba431795ee36263dcd6d167240a4f26c00f16e198af57b51da48ecd55660e

Observation 0a6ca3d9-a617-4441-952a-c431ce0cd227 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer LoRA: Low-Rank Adaptation of Large Language Models

Reference 2021

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no resolver link, observed 2026-08-08T17:13:02.758862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:02.758862Z digest=sha256:36d199a24ad2c78bcee87a35ccf989b27ce2cb1ae9a1da1b907907abff26da4f

Observation b2aead1a-686f-4bef-b60a-4c82803de10d · outbound

This paper cites Towards Understanding Mixture of Experts in Deep Learning.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Towards Understanding Mixture of Experts in Deep Learning

Reference 2022

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:02.743977Z digest=sha256:20f4ea85b3c1b1fa3761e44df2a27ced56e1560bd98363edbeeba4e0ccb08a1f

Observation 5d7d7b86-62e5-4adc-b6f8-5265ced3b9a1 · outbound

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

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2023

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:13:02.732842Z digest=sha256:1c0428388bdc89e65262806a5cf3ba1e2bb0d8849cb50ddcc0d6eaa8da01d824

Observation 6b0b2ebb-73a0-4620-a8b1-c75c76780cc8 · outbound

This paper cites an unresolved cited work.

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Unresolved cited work

Reference 2024

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unresolved
raw_fallback, observed 2026-08-08T17:13:03.147529Z

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=2026-08-08T17:13:02.737201Z digest=sha256:3ff9280909d49d84bb709b4dbb175484292b21495d1dff3d2e280de623a4acd5

Pith citing papers

Observation 9d4c83a8-2066-417d-81a5-3a721081c7f5 · inbound

StreamingEffect: Real-Time Human-Centric Video Effect Generation cites this paper.

StreamingEffect: Real-Time Human-Centric Video Effect Generation VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-19T20:12:44.847920Z

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=2026-05-19T20:11:47.359922Z digest=sha256:67015e0a1410c93f87a92aec74795b01ec1882b5665df7cd2bf7173213680ffc

Observation 994a6b0b-84f9-46ae-82d8-ff52d37a67d3 · inbound

EasyVFX: Frequency-Driven Decoupling for Resource-Efficient VFX Generation cites this paper.

EasyVFX: Frequency-Driven Decoupling for Resource-Efficient VFX Generation VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-22T06:31:09.923656Z

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=2026-05-22T06:30:18.961069Z digest=sha256:54f41e91a170cab8e92479dca6ac3afeb7514b3dcc552aafd36105cf97518be2

Observation 39f05825-0057-4d93-ac6a-bdd341a4d862 · inbound

Prompt2Effect: Training-Free Image-to-Video Model Specialization via LoRA Generation cites this paper.

Prompt2Effect: Training-Free Image-to-Video Model Specialization via LoRA Generation VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T22:27:25.198322Z

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=2026-07-02T22:22:23.999339Z digest=sha256:a917914dbb8e652d349b79f15d0306c9dda93545e0ffb526edeaed7f2e1449ce