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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-14T06:32:32.682623+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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:10.940996Z digest=sha256:2ce97c3375b3485dd1d9ae3b8d02459717c44bfe7fc1d50698caacabcffe4d97

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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verified fuzzy
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.947185Z digest=sha256:327d8639343a77dfdbe1d034466d61353155eb33f8415513f0dd0d114ade2d47

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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raw_fallback, observed 2026-08-09T00:55:11.657632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.953332Z digest=sha256:8ffc0affba6ee7ac2a496c19b5dc81605615630de915c233da595d3b2f420bb6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.959442Z digest=sha256:aa55f6d515fbc640c8b3d359b8d89bb07fba75ca0fb0738158f9e9a191104484

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=sha256:5c9820a191c97b6980e98c0f8515cf2a2c2fffc3cda901a1e92e2f3acba773c5

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=sha256:7fa41c7fe2fc60ef0e429338ff03e131e45db6d657727e19bc60a1c6b5007fd5

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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verified fuzzy
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.976312Z digest=sha256:4008bc4d96fafd35ab8d9ef74dc897333e0625f1e5d27f422c32ecc238df7d7b

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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verified fuzzy
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.981937Z digest=sha256:b74a0c79021a4a6129e826bbde33c26c0311de6d7ea8a09d8de313201b46725c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.986945Z digest=sha256:7874464cf5e9f41825c238eda3882e36994a301e12674b97d155e1d2c80e8f11

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:10.992313Z digest=sha256:d8020a2700fc06e44876fa080cb10e626738f0fcd1b7fff6eabc906bb02e40e9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:10.997262Z digest=sha256:0945b47618d28e46aa36f259d3960094941b74b427755ed419c742691c545503

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.005137Z digest=sha256:c4619460553b4e10b2455d8ab2e1c3d1370da3764bf1dc41807e1ccf6fe75950

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=sha256:2db648c9c2826c097e4283e6ff6fca7758b232b8f1e17752a16dcf6d65777a4a

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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verified fuzzy
raw_fallback, observed 2026-08-09T00:55:11.556093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.016373Z digest=sha256:3b5b9be97773e01af2d3b547e4dad69278c7d1d586a241f4dece3c7de217a64d

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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no resolver link, observed 2026-08-09T00:55:11.021821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.021821Z digest=sha256:6ebc5bcc131d668eb70b841670f13e46303e9e6f06b8dc5ca7e7fccb90fefc32

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=sha256:4ccc8b3c0e5d43204813a4d8abd3ab7212f5fde14e734173ed56d20351ed8945

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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no resolver link, observed 2026-08-09T00:55:11.032454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.032454Z digest=sha256:389cc2b8560bafd56600a2215665f05864a0169e810c4bab9c5e8db3f901f768

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.037455Z digest=sha256:5d31ddf74c32b3493a9bdb3b42c618922b851a0ac7d2906f9b4e61cc96bf2df0

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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raw_fallback, observed 2026-08-09T00:55:11.538796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.042847Z digest=sha256:2c09eb3bca3dda506724079186748d1988da4fd18d7b86a6289aa5394d0c95ed

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:f0920e9d3cba62a25cf0db5bc38e4bf5ddb69920988415d127c1bbb54352cacb

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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verified fuzzy
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.053470Z digest=sha256:f721ba6bfde69fec72756b7980326dc3ae2a1cdc440f69c12762b0e574a2633f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.058369Z digest=sha256:81c262f2e23f2cd6155a1473908d2c96486f0ce52f11213d297c025ee01392ad

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.063169Z digest=sha256:6dcf74ef3fce25fa794d0b9a1b3c60ce3090a50b6f3886aa0a131d7ee5a76d36

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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no resolver link, observed 2026-08-09T00:55:11.068026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:55:11.068026Z digest=sha256:00643b2ee718e3a133c7412e7d31b50a71a0f5d94ee14191e82690d75ab9197f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.073801Z digest=sha256:84e0ed97d6de410b26db3111e951bed0fa34ed827bff2f96e3531a5eee22a897

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.078727Z digest=sha256:9a76a645e983ffb7928fb62b071dccd144bf634ceccb39f8dc941a493bc44ed3

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=sha256:1a98b07dde83cb92cafdfa351eba1d069946ab26792f41f21f9163e8b4357b87

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T00:55:11.089125Z digest=sha256:5983f23b470cad7da2ba6bc4fb26c42f99cc1b97416bb1a70003546e57f4a13c

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=sha256:50d280fae015bd4da4430598dea4a4130297881f0b05573a3dcac7bf28587897

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=sha256:901db99518c13c7b2bb97713dcdf92a707409f2f3e37b7111a0c8fb2186d1817