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Paper Citation Record · LEDGER

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation

As of 11 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 2 inbound Pith citation observations for arXiv:2502.04393.

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

pith.paper-citation-record.v1
2502.04393 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:55:11.089125Z

measured 30 of 30 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:28:53.996348Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11e8607f-a759-4f62-ae10-81c5eb9e7abc · outbound

This paper cites Scalable Diffusion Models with Transformers.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Scalable Diffusion Models with Transformers

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:10.940996Z digest=sha256:35f3a4a442745939bd54cbcf55c27c729d8925e5cf0c60e5a2350bc557b77e70

Observation 3c6e7cc3-6841-4f7e-830d-8610e76a5d67 · outbound

This paper cites Ditfastattn: Attention compression for diffusion transformer models,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Ditfastattn: Attention compression for diffusion transformer models,

Reference 2

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raw_fallback, observed 2026-08-09T00:55:11.673005Z

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=2026-08-09T00:55:10.947185Z digest=sha256:7df85a8e98ba7256bba620587ff7d267a6afb715596fd398fa22af2d068d87c0

Observation 66613ba7-6979-4520-b117-a0c3d3fba1c9 · outbound

This paper cites Denoising dif- fusion probabilistic models,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Denoising dif- fusion probabilistic models,

Reference 3

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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=2026-08-09T00:55:10.953332Z digest=sha256:52ec7ece26e855a8b30e93d8d002ca1fedf337d9dfc91f303bcb6f00729a4aed

Observation bdb76bc5-916b-47db-87e9-4e739030f75c · outbound

This paper cites High-resolution image synthesis with latent diffusion models,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation High-resolution image synthesis with latent diffusion models,

Reference 4

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raw_fallback, observed 2026-08-09T00:55:11.641193Z

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=2026-08-09T00:55:10.959442Z digest=sha256:5e073d85a5838a9d6e97b07c2487daaccefb1971eca9378323037a90efb7913a

Observation 6c230ac4-ba51-4aed-8ca0-636d8ac636e2 · outbound

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

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:10.964837Z digest=sha256:1565372e78c62d46b10e3bd4be1c6b637e9e94ed7b3ff117844e1528ca2dda42

Observation 5726f6bb-2516-4924-af6f-a6f6a48366d5 · outbound

This paper cites Denoising Diffusion Implicit Models.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Denoising Diffusion Implicit Models

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:10.970203Z digest=sha256:60b58b0bb0fa732597c2ddfd75a685a2c6b990902a48e3c3f23aee300cb43603

Observation 05b07109-69e2-4f7e-bb83-a4042894592e · outbound

This paper cites Deepcache: Accelerating diffusion models for free,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Deepcache: Accelerating diffusion models for free,

Reference 7

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raw_fallback, observed 2026-08-09T00:55:11.623927Z

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=2026-08-09T00:55:10.976312Z digest=sha256:1bab36550d008d51040bbbcc28604663a7725beb26d398881a6dd93e09c6e7a5

Observation 4d19086c-f678-42ba-b8d5-a38979316e46 · outbound

This paper cites Faster diffusion: Rethinking the role of unet encoder in diffusion models,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Faster diffusion: Rethinking the role of unet encoder in diffusion models,

Reference 8

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raw_fallback, observed 2026-08-09T00:55:11.607537Z

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=2026-08-09T00:55:10.981937Z digest=sha256:a87de6fa7b731426e72d04fa01e026db859785dc672a8037ee1f21ff907c7fcb

Observation 3a13ff19-a64a-41b3-b72c-4f5f1ecc4e65 · outbound

This paper cites Real- time video generation with pyramid attention broadcast,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Real- time video generation with pyramid attention broadcast,

Reference 9

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raw_fallback, observed 2026-08-09T00:55:11.589072Z

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=2026-08-09T00:55:10.986945Z digest=sha256:5fc02a2538224fb6e059a50ac0e3bdfa9819acc951a696e281a30daf78ca164f

Observation 7521bd65-b7a4-4356-a2d8-bd11b823c636 · outbound

This paper cites $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:10.992313Z digest=sha256:3afe8768e65b33606c9d9c86c7e2dc36a3e4b9d1a16c70ab16e785aebc2bf130

Observation 9ba4aeca-5f97-4993-aabb-b4394841be4c · outbound

This paper cites Temporal generative adversarial nets with singular value clipping,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Temporal generative adversarial nets with singular value clipping,

Reference 11

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raw_fallback, observed 2026-08-09T00:55:11.572258Z

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=2026-08-09T00:55:10.997262Z digest=sha256:2a502fd1a0694a89c212e461359a95e2f8816c23825044418b89bcf36d825fda

Observation 23bf36d8-bc3c-4676-8c86-e365ba872d31 · outbound

This paper cites Video-to-Video Synthesis.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Video-to-Video Synthesis

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.005137Z digest=sha256:ed9507a67e422ce5819c07bebc0b159efa11e0e36e4eba4121f3e9aa7d07e805

Observation dd192a89-50fd-472c-86b0-06e7132d1bb2 · outbound

This paper cites Scaling Autoregressive Video Models.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Scaling Autoregressive Video Models

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.011088Z digest=sha256:cd414b081e58c094d79f29819f9efb91dc8575a1ed358ef6642fee670ebbb038

Observation 0703cd7e-5c07-42a3-9169-23314da579e9 · outbound

This paper cites Video diffusion models,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Video diffusion models,

Reference 14

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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=2026-08-09T00:55:11.016373Z digest=sha256:78ae27eeda976c83bbb775bef4a63368a5c1ee254d9aacee155fa51bb206f8ac

Observation adabfffa-d826-4b75-b844-3accc6a9a425 · outbound

This paper cites Latte: Latent Diffusion Transformer for Video Generation.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Latte: Latent Diffusion Transformer for Video Generation

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.021821Z digest=sha256:b28622e1a1839aff632a56b76b3e9fea1b90e9d23360697f0913e9cb17e1ea3e

Observation 19c6c18b-409c-4d19-8dba-94ce19d2ebd3 · outbound

This paper cites CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 16

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no resolver link, observed 2026-08-09T00:55:11.027649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.027649Z digest=sha256:a386528d21200fce2965285e30589223aae05d5566f84593cfd59f0b4ce81612

Observation e28508bc-f175-4f86-a920-503ae042d334 · outbound

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

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.032454Z digest=sha256:b94565a5d6e01d98f9226f30fd37418b9c34d8b914e59e7525c2c7921ba72050

Observation 07af191c-a7ec-478a-8e45-b25668495004 · outbound

This paper cites VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Reference 18

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source=pdf_text observed=2026-08-09T00:55:11.037455Z digest=sha256:4776cc16ebbd15ae9c20c1f25212632a07ca8553c8115e3325270ee165e1a69f

Observation f464598e-ccfe-4716-b10a-12b0a4eed9ec · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Scaling rectified flow transformers for high-resolution image synthesis,

Reference 19

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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=2026-08-09T00:55:11.042847Z digest=sha256:372829e3613283092fe8b1eabc078850638ed9d8b5a876832c760d9eeec8558f

Observation b05299a4-1c54-4197-b072-71b16cbaf958 · outbound

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

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.047396Z digest=sha256:2d051215e075d94d68c8ce1400475ae3ede7358ce71afd96652d178829ea06e2

Observation cde69964-c74f-4efb-a3ff-d8792edbb668 · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps,

Reference 21

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raw_fallback, observed 2026-08-09T00:55:11.521753Z

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=2026-08-09T00:55:11.053470Z digest=sha256:2aedb1c3c42dcf20494313ae6500f5e3cb3e4596b45abf773e6331d95964490f

Observation bff71e79-c0fb-483d-b6a7-8e8255e23d6b · outbound

This paper cites One- step diffusion with distribution matching distillation,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation One- step diffusion with distribution matching distillation,

Reference 22

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raw_fallback, observed 2026-08-09T00:55:11.503537Z

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=2026-08-09T00:55:11.058369Z digest=sha256:3b0adb06aae03d01f4682ff8ae8e2ba5c1f8d14b6203e7cc2eecbf847e1bb0a9

Observation ae26e4db-668b-4407-b2ff-58c77fe4098a · outbound

This paper cites SliceGPT: Compress Large Language Models by Deleting Rows and Columns.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.063169Z digest=sha256:e4c475a5fa146a0de45533dd27a5b94ea5ce06d5b6e03b4e36f445223c69f5b7

Observation 49c4a0e9-080d-4dc2-911e-1b8bd634781f · outbound

This paper cites FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.068026Z digest=sha256:a6b7901672c964fbde2f87dffc3b0f16665b20f361f60a34f5798a10f05714e6

Observation f43f8ef1-e7d4-42f0-9c3f-97420b984390 · outbound

This paper cites Vbench: Comprehensive benchmark suite for video generative models,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Vbench: Comprehensive benchmark suite for video generative models,

Reference 25

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raw_fallback, observed 2026-08-09T00:55:11.486182Z

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=2026-08-09T00:55:11.073801Z digest=sha256:4fd07e7fef2cbe6c9af0349b1344fcd6d02622accd12035996cb48549636a416

Observation 8df80e99-4b79-4d98-93ea-8e55a7c9671a · outbound

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

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation The unreasonable effectiveness of deep features as a perceptual metric,

Reference 26

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raw_fallback, observed 2026-08-09T00:55:11.468384Z

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=2026-08-09T00:55:11.078727Z digest=sha256:9074e5cdad262df1de5d7470e9b5a0119941b9c40cd818b5ae4b3b42b2ea5e88

Observation 318b4ba5-c31f-412a-943c-fc394082fe63 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Image quality assessment: from error visibility to structural similarity,

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.083723Z digest=sha256:a2d2ed979c2fe55cc2ec9791ada58bb7dca69d3fb881deec7f88333e55e1bc73

Observation b46d731e-1a60-4462-9c38-83e8b6251039 · outbound

This paper cites Peak signal-to-noise ratio revisited: Is simple beautiful?,.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation Peak signal-to-noise ratio revisited: Is simple beautiful?,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-09T00:55:11.439367Z

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=2026-08-09T00:55:11.089125Z digest=sha256:78f1dec5664e65546e4379eb0a367eb14b05b6898b2edb06ee5c2a398fa923ea

Pith citing papers

Observation 87746a17-fe88-4bc4-b53b-0a0f28d410c9 · inbound

Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation cites this paper.

Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T11:28:53.996348Z digest=sha256:c0b943664c94b6e0395f8ee51ddb8af56a4ee296c5baaa622c406bf65804fb44

Observation d6f58019-f4a1-40a6-8a13-94a2e15dfba5 · inbound

DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity cites this paper.

DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation

Reference 17

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no resolver link, observed 2026-07-13T12:34:28.755596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T12:34:28.755596Z digest=sha256:5c18b08232f296975f352fc6b2dd52a43992e1fb5498f19b2175df1f5f706c55