Paper Citation Record · LEDGER

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models

As of 20 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2508.16212.

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

pith.paper-citation-record.v1
2508.16212 v2

Coverage vector

measured 62 of 62 reference resolution

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measured 63 of 63 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T12:12:37.241869Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:34:39.313043Z

Reference resolution

62 of 62 outbound references displayed

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External citation measurements

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Outbound references

Observation 2f9f10b2-1769-47df-ac63-540853750d0f · outbound

This paper cites write newline.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models write newline

Reference 1

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Observation dd1a55cf-3f4e-477e-bc0e-b852b72b2965 · outbound

This paper cites Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models

Reference 2

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Observation 782fd43d-8f4d-447e-a385-7c199f0b5a41 · outbound

This paper cites All are worth words: A vit backbone for diffusion models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models All are worth words: A vit backbone for diffusion models

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:06.292942Z

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Observation 5cf32fbf-2dee-47ad-916f-7fb40fe48d12 · outbound

This paper cites Video generation models as world simulators.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Video generation models as world simulators

Reference 4

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Observation 23f8e435-7ad4-4e75-868f-9a26e22af23e · outbound

This paper cites Large-Vocabulary 3D Diffusion Model with Transformer.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Large-Vocabulary 3D Diffusion Model with Transformer

Reference 5

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Observation 11cd7ea5-5441-4e0b-8055-247260460736 · outbound

This paper cites On the trajectory regularity of ode-based diffusion sampling.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models On the trajectory regularity of ode-based diffusion sampling

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:05.913520Z

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Observation 7422e3c4-1286-4eb1-bf8b-4c7d9eb3aad0 · outbound

This paper cites Tgate: Accelerating cross-attention in diffusion models via token-level cache reuse.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Tgate: Accelerating cross-attention in diffusion models via token-level cache reuse

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:05.756342Z

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Observation 77c6a61b-7d68-4908-b7ea-1a9aa6be668a · outbound

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 8

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Observation 3a0add5c-329f-4352-8623-a0b73598ee75 · outbound

This paper cites GenTron: Diffusion Transformers for Image and Video Generation.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models GenTron: Diffusion Transformers for Image and Video Generation

Reference 9

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Observation 52a4abfa-71ed-45ed-b907-20d0825f3c21 · outbound

This paper cites Qncd: Quantization noise correction for diffusion models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Qncd: Quantization noise correction for diffusion models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:05.573947Z

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Observation 1d3dbab7-0ff3-4ba9-b68d-4debd9860640 · outbound

This paper cites Diffusion models beat gans on image synthesis.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Diffusion models beat gans on image synthesis

Reference 11

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Observation 8e1ab0ae-3df4-4253-aaf6-ffa0b6bee895 · outbound

This paper cites Structural pruning for diffusion models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Structural pruning for diffusion models

Reference 12

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Observation 34c5bd87-0a9d-4563-8611-05bc1e7df4a4 · outbound

This paper cites Generative adversarial networks.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Generative adversarial networks

Reference 13

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Observation 8c8cba25-4d71-4faa-a9a6-5c40adae0692 · outbound

This paper cites Ptqd: Accurate post-training quantization for diffusion models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Ptqd: Accurate post-training quantization for diffusion models

Reference 14

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Observation e0428e58-af30-4438-a332-5dc128d4f49e · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 15

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Observation 6de2980c-d3a6-4631-88ac-13455977db56 · outbound

This paper cites Denoising diffusion probabilistic models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Denoising diffusion probabilistic models

Reference 16

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Observation 5065df35-0709-41e3-a4bf-381cc512b54a · outbound

This paper cites Autoregressive Diffusion Models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Autoregressive Diffusion Models

Reference 17

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Observation d69a980f-0566-4f6e-9fcb-22a2029ffca3 · outbound

This paper cites Vbench: A comprehensive benchmark for video generation.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Vbench: A comprehensive benchmark for video generation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:04.595867Z

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Observation 4993b47c-1b09-4dc0-83d5-cf9a0fba4a7c · outbound

This paper cites Schuller.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Schuller

Reference 19

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Observation 480257cb-4be5-45de-9852-68f348a4eed2 · outbound

This paper cites Adaptive Caching for Faster Video Generation with Diffusion Transformers.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Adaptive Caching for Faster Video Generation with Diffusion Transformers

Reference 20

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Observation 815a2912-fd6f-41a1-af1a-905260b164fe · outbound

This paper cites Bk-sdm: Architecturally compressed stable diffusion for efficient text-to-image generation.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Bk-sdm: Architecturally compressed stable diffusion for efficient text-to-image generation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:04.185303Z

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Observation e20ae314-702c-4d80-9500-8b1f84ebbbf5 · outbound

This paper cites Kv caching in transformers for efficient inference.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Kv caching in transformers for efficient inference

Reference 22

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Observation f5af8b1c-4ca1-4234-bc28-6289e99c6e70 · outbound

This paper cites Improved precision and recall metric for assessing generative models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Improved precision and recall metric for assessing generative models

Reference 23

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Observation 0f8b6887-3bcc-4a7e-9c0b-6bb1d4ad9c4f · outbound

This paper cites Q-align: A quality alignment metric for image-to-video generation.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Q-align: A quality alignment metric for image-to-video generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:03.617359Z

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Observation fd7a6221-1800-4ea6-a2c4-7c2cd5ffb63e · outbound

This paper cites Snapfusion: Text-to-image diffusion model on mobile devices within two seconds.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Snapfusion: Text-to-image diffusion model on mobile devices within two seconds

Reference 25

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Observation 88147c4c-c151-485e-8aa9-0310db47931c · outbound

This paper cites Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 26

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Observation 3b5b277b-5ef8-4ed6-9797-1bd7b85d147d · outbound

This paper cites ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer

Reference 27

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Observation 701807cd-c8ed-4f85-9217-a1690752422b · outbound

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps

Reference 28

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Observation 51ada3d1-5a9d-4908-a94d-e4f5c4996435 · outbound

This paper cites Vdt: General-purpose video diffusion transformers via mask modeling.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Vdt: General-purpose video diffusion transformers via mask modeling

Reference 29

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Observation c24a2195-cafe-4ea9-9243-89bbc13b1128 · outbound

This paper cites Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed

Reference 30

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Observation c185d0d0-cb3f-4c60-b359-5141ff5456a5 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 31

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Observation 2f0dad2f-8868-4515-881b-66e7dd11a670 · outbound

This paper cites Accelerating Diffusion Models via Early Stop of the Diffusion Process.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Accelerating Diffusion Models via Early Stop of the Diffusion Process

Reference 32

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Observation 34fd749d-2f1e-4ec3-97fe-75d5edfb5e0b · outbound

This paper cites DeepCache: Accelerating Diffusion Models for Free.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models DeepCache: Accelerating Diffusion Models for Free

Reference 33

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This paper cites Learning-to-cache: Accelerating diffusion transformer via layer caching.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Learning-to-cache: Accelerating diffusion transformer via layer caching

Reference 34

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Observation 451bb4eb-9bbf-45b9-96f0-e572bef1bbdf · outbound

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Latte: Latent Diffusion Transformer for Video Generation

Reference 35

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This paper cites Dit-3d: Exploring plain diffusion transformers for 3d shape generation.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Dit-3d: Exploring plain diffusion transformers for 3d shape generation

Reference 36

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This paper cites Advances in kv caching techniques for large-scale language models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Advances in kv caching techniques for large-scale language models

Reference 37

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This paper cites Scalable diffusion models with transformers.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Scalable diffusion models with transformers

Reference 38

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Observation 6e415b17-2c1f-441b-aa9f-17af4b1aa071 · outbound

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models High-resolution image synthesis with latent diffusion models

Reference 39

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This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Progressive Distillation for Fast Sampling of Diffusion Models

Reference 40

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This paper cites FORA: Fast-Forward Caching in Diffusion Transformer Acceleration.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models FORA: Fast-Forward Caching in Diffusion Transformer Acceleration

Reference 41

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This paper cites Post-training quantization on diffusion models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Post-training quantization on diffusion models

Reference 42

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Observation b73abb57-d5a5-4f55-806c-4c11ffe91da1 · outbound

This paper cites Denoising Diffusion Implicit Models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Denoising Diffusion Implicit Models

Reference 43

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This paper cites Generative modeling by estimating gradients of the data distribution.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Generative modeling by estimating gradients of the data distribution

Reference 44

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Observation ef9970c7-0be4-4c91-848d-ac2ab4430773 · outbound

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Score-Based Generative Modeling through Stochastic Differential Equations

Reference 45

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This paper cites Consistency Models.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Consistency Models

Reference 46

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This paper cites LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:43:00.429011Z

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Observation fabcdf7f-b5e6-4fcf-aa10-6a877e91ecc9 · outbound

This paper cites Efficient diffusion models for vision: A survey, 2022.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Efficient diffusion models for vision: A survey, 2022

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:01.670929Z

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Observation dca399a7-9243-43b7-8fa1-c0e6a17b737c · outbound

This paper cites Attention is all you need.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Attention is all you need

Reference 49

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This paper cites MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance

Reference 50

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Observation 3556d15f-c57e-4651-a88a-c97f02f53835 · outbound

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Unresolved cited work

Reference 51

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Image quality assessment: from error visibility to structural similarity

Reference 52

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Diffusion-GAN: Training GANs with Diffusion

Reference 53

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This paper cites Cache Me if You Can: Accelerating Diffusion Models through Block Caching.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Cache Me if You Can: Accelerating Diffusion Models through Block Caching

Reference 54

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 55

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Diffusion probabilistic model made slim

Reference 56

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 57

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Observation a546c11a-f7eb-4f3e-813c-c5c9e7cc086a · outbound

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models gDDIM: Generalized denoising diffusion implicit models

Reference 58

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Observation 52b497b1-f6e5-425c-898f-2163c94639f5 · outbound

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

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models The unreasonable effectiveness of deep features as a perceptual metric

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T17:42:59.533080Z

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Faster Diffusion via Temporal Attention Decomposition

Reference 60

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Observation c388957f-a811-4dc3-b526-d985494b933b · outbound

This paper cites Real-Time Video Generation with Pyramid Attention Broadcast.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Real-Time Video Generation with Pyramid Attention Broadcast

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T17:42:59.655799Z

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Observation cf4abd45-1425-47ed-8fe2-68499e2a6e8a · outbound

This paper cites Opensora: Democratizing efficient video production for all, 2024.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Opensora: Democratizing efficient video production for all, 2024

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:43:01.166587Z

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Pith citing papers

Observation 89952db7-e8e7-4ae8-b54b-0b2c6d9358dc · inbound

Trajectory-Consistent Calibration for Cache-Accelerated Diffusion Models cites this paper.

Trajectory-Consistent Calibration for Cache-Accelerated Diffusion Models OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models

Reference 3

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