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Paper Citation Record · LEDGER

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation

As of 8 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 2 inbound Pith citation observations for arXiv:2506.03123.

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

pith.paper-citation-record.v1
2506.03123 v2

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:14:11.447144Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T07:28:08.873654Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T07:30:44.405704Z

Reference resolution

78 of 78 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved59
  • parse uncertain2
  • malformed identifier0
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External citation measurements

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Outbound references

Observation 1ca1f217-a8b9-47ad-ba5b-c1e294e27969 · outbound

This paper cites TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation

Reference 1

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source=pdf_text observed=2026-08-07T11:14:04.606195Z digest=sha256:a1ec99c2062c4eaa4ac88915cf478b1f8e7f65b043073a6ab4d84b7029217700

Observation ab8a373e-635a-4492-a13b-4d4a87b01593 · outbound

This paper cites Align your latents: High-resolution video synthesis with la- tent diffusion models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 2

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Observation e8f77470-dfd0-497e-8fda-f6a487f701fe · outbound

This paper cites NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training

Reference 3

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Observation b876ad37-6737-42f8-b534-ceb28ed361f6 · outbound

This paper cites Generative adversarial nets.Advances in neural information processing systems, 27, 2014.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Generative adversarial nets.Advances in neural information processing systems, 27, 2014

Reference 4

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source=pdf_text observed=2026-08-07T11:14:04.944526Z digest=sha256:e7d157abb97a12076b1ec4c397a0c25afcea5a63496217460242d56bf1080a0d

Observation 76dfe4c1-d2cd-4d0f-9d23-778f849a8365 · outbound

This paper cites Boot: Data-free distillation of denoising diffusion models with bootstrapping.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Boot: Data-free distillation of denoising diffusion models with bootstrapping

Reference 5

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source=pdf_text observed=2026-08-07T11:14:05.064756Z digest=sha256:584a93019827dee5a1adc2cb9741738d91d2fbc74c846879515898b4c7e50a4a

Observation 9b99606f-fef9-4359-844f-01be6de279c9 · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 6

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source=pdf_text observed=2026-08-07T11:14:05.225240Z digest=sha256:15f956a3acbd4926c2fbda96498305ddd79d10e6c12304bab62734c6b18b2611

Observation bb91436f-b50d-434d-9006-5690fe9a431f · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation LTX-Video: Realtime Video Latent Diffusion

Reference 7

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source=pdf_text observed=2026-08-07T11:14:05.339197Z digest=sha256:22562eca9ed8cfd028c5ccdf4c1f884b06e3bd4035346f965633521366219fb4

Observation 09b5a0b6-4baf-4b20-a200-e40bb06b770d · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 8

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source=pdf_text observed=2026-08-07T11:14:05.448062Z digest=sha256:50b1037c9048e5e36fe66248d381790b458882e70fe12b0654e558b630a6bdc9

Observation 03aeaa71-866b-4d58-b629-6cb46bb0e4dd · outbound

This paper cites Video dif- fusion models.Advances in Neural Information Processing Systems, 35:8633–8646, 2022.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Video dif- fusion models.Advances in Neural Information Processing Systems, 35:8633–8646, 2022

Reference 9

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source=pdf_text observed=2026-08-07T11:14:05.517070Z digest=sha256:223392e2692f240c591805341c70c616be9da2d0fc105d5749fd50fa08951c14

Observation 5a162c8a-2f5d-431a-a9c4-0c00ef0d6c52 · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 10

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source=pdf_text observed=2026-08-07T11:14:05.584224Z digest=sha256:568e69bc54f4f471724a26ddf38972d24b2655541186185ae85462cce9c65ddc

Observation 075a6472-16e7-4463-9787-72b4d5a2c7c4 · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

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source=pdf_text observed=2026-08-07T11:14:05.660520Z digest=sha256:638b9da7e6b40ea640bdcbc2390770b451b0596113a3594ad31f5ef2c6c6e0ce

Observation 20ea0d6d-459b-466a-9c90-63785da37773 · outbound

This paper cites Animate anyone: Consistent and controllable image- to-video synthesis for character animation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Animate anyone: Consistent and controllable image- to-video synthesis for character animation

Reference 12

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source=pdf_text observed=2026-08-07T11:14:05.716790Z digest=sha256:fd814d0edb2489028e286ada6a375716563f35b8653778ac07b680d9a29340ff

Observation 0b0b5ff6-033f-4e04-a6aa-7f0b982d918b · outbound

This paper cites Dreamphysics: Learning physics-based 3d dynamics with video diffusion priors.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Dreamphysics: Learning physics-based 3d dynamics with video diffusion priors

Reference 13

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:14:05.788852Z digest=sha256:58db761260b3364294a644268f89c2a1e766376029a02c9f559f14dcd9f06d34

Observation 7e8d52b1-5049-470a-b196-30d49157fc8f · outbound

This paper cites Vbench: Comprehensive bench- mark suite for video generative models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Vbench: Comprehensive bench- mark suite for video generative models

Reference 14

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source=pdf_text observed=2026-08-07T11:14:05.877792Z digest=sha256:569192494cee76fa61e7d604c7bbe015d349149b533d7277e99e67980cce2ea8

Observation b3a6afe7-3495-46f4-b22c-62265902fb41 · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954,.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954,

Reference 15

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source=pdf_text observed=2026-08-07T11:14:05.957781Z digest=sha256:cef2849ad774b500e0ab1e0065a41640ba44051d3114e4288c8f52b0df7faa31

Observation f912620b-5b95-4629-b234-b355dcda954a · outbound

This paper cites Distilling diffusion models into condi- tional gans.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Distilling diffusion models into condi- tional gans

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:05.984618Z digest=sha256:1837d4a46309753fcc0abeee062715cefc4aa2d343176f75f1156aae47e4e099

Observation 0a61cd48-2ff1-48fb-9042-951b2cacdc03 · outbound

This paper cites Elucidating the design space of diffusion-based generative models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Elucidating the design space of diffusion-based generative models

Reference 17

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:06.057318Z digest=sha256:f526a93ae4255eb16d8e394fa2fad6f64e940464d2fac8c01298330212f13705

Observation aa65ac86-a4de-491c-bc76-df47c176f21e · outbound

This paper cites Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

Reference 18

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Observation efe47cc7-40dc-40ea-91aa-9e0eaf4db74c · outbound

This paper cites Imagine Flash: Accelerating Emu Diffusion Models with Backward Distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Imagine Flash: Accelerating Emu Diffusion Models with Backward Distillation

Reference 19

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Observation 49597fb3-7d63-4f8e-ab3f-450f02785de5 · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 20

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Observation f11b4c42-f751-4f2e-8c83-be6bf21962bd · outbound

This paper cites Kling, 2024.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Kling, 2024

Reference 21

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source=pdf_text observed=2026-08-07T11:14:06.390761Z digest=sha256:21509d43596c265011210ed19cc554b88588023348ed2565b8504a2ee3501f08

Observation c475c65d-5e7d-4655-afdb-2aa116dc1f64 · outbound

This paper cites Open-sora-plan, 2024.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Open-sora-plan, 2024

Reference 22

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Observation 1388a61f-d380-4c30-975f-736b79c82f4e · outbound

This paper cites Truncated Consistency Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Truncated Consistency Models

Reference 23

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source=pdf_text observed=2026-08-07T11:14:06.551696Z digest=sha256:6cf425b4115267a54bd55a04b45e81203e99ba643387f11d78308751dc51d3a7

Observation 9a58ce1e-05f3-41a2-8bc4-e3cc6b96d14d · outbound

This paper cites AnimateDiff-Lightning: Cross-Model Diffusion Distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation AnimateDiff-Lightning: Cross-Model Diffusion Distillation

Reference 24

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Observation dc630df5-351c-4a78-990b-7315724dc402 · outbound

This paper cites SDXL-Lightning: Progressive Adversarial Diffusion Distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Reference 25

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source=pdf_text observed=2026-08-07T11:14:06.692454Z digest=sha256:8745f1666cbbcc4ba17cd5b6f279ea71763debc05f929e8966d1d871360abe88

Observation 374bcd7e-9365-40d6-8970-1d15067c7396 · outbound

This paper cites Diffusion adversarial post-training for one-step video generation.arXiv preprint arXiv:2501.08316,.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Diffusion adversarial post-training for one-step video generation.arXiv preprint arXiv:2501.08316,

Reference 26

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source=pdf_text observed=2026-08-07T11:14:06.774882Z digest=sha256:4c4c7d015ad2b53da5ff82cd2984bdf8dd6de1c746383c35860fe6b3f3ccdd53

Observation dc1f2231-8b97-46ac-9787-c38bfbc7bcdc · outbound

This paper cites SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

Reference 27

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Observation cec10b83-18b4-48b9-ad26-6382324477e1 · outbound

This paper cites Pseudo Numerical Methods for Diffusion Models on Manifolds.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Pseudo Numerical Methods for Diffusion Models on Manifolds

Reference 28

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Observation 65b9cadd-04d5-4830-8ff9-2baa1374a034 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 29

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Observation 846880a9-7843-481e-b90f-cebce7c9ed44 · outbound

This paper cites Instaflow: One step is enough for high-quality diffusion- based text-to-image generation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Instaflow: One step is enough for high-quality diffusion- based text-to-image generation

Reference 30

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source=pdf_text observed=2026-08-07T11:14:07.068161Z digest=sha256:64676a8ebc4c0a92b2c6e42e618f0f1df95c7d4881288d592b6f0def341ba725

Observation 38a71cc4-3558-4210-a1c6-9c312aaede93 · outbound

This paper cites Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

Reference 31

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Observation c31f8d04-76d8-45de-9016-476f82924fe5 · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.Advances in Neural Information Processing Systems, 35:5775–5787,.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.Advances in Neural Information Processing Systems, 35:5775–5787,

Reference 32

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source=pdf_text observed=2026-08-07T11:14:07.213697Z digest=sha256:5b0c71c142b5fb0c9baa9fbc0bedf1e3a4d8e6e840c744ef6456c1a8cee6972b

Observation 94113b1d-5bf4-4997-9875-38ba3894b7cd · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 33

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source=pdf_text observed=2026-08-07T11:14:07.294617Z digest=sha256:60362cb262bf3e41467a2a42dd3fcd4555b69217c941fa0f0c25f1f651776932

Observation dd9f456a-aabe-4f0b-a468-66b47f0f449e · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed

Reference 34

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source=pdf_text observed=2026-08-07T11:14:07.382641Z digest=sha256:07b4c31282062d4f5cc28c8b0c78545d434f270146075f18153db13a08068a30

Observation dede8c21-c767-495f-a847-a1f290a8b5c7 · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 35

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source=pdf_text observed=2026-08-07T11:14:07.438696Z digest=sha256:711c0ac65b61da7a268fdfdd4f2cdcbb4f8febe653ad044184545da0252d08db

Observation 9a23ec4f-8d43-4372-b725-e5d91a13b26a · outbound

This paper cites LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Reference 36

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source=pdf_text observed=2026-08-07T11:14:07.468834Z digest=sha256:a2d1fbbeb8aba4ff255058b7bfbf8c1c59ea1b78b0ca7386d63255389dab3c36

Observation 42a2c8a8-65f6-4cd0-9014-546937832c02 · outbound

This paper cites A Comprehensive Survey on Knowledge Distillation of Diffusion Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation A Comprehensive Survey on Knowledge Distillation of Diffusion Models

Reference 37

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source=pdf_text observed=2026-08-07T11:14:07.538431Z digest=sha256:f83f6c322b3b736a18f5572168ab30ec52e7fb975508c0a55724753fafc60cfe

Observation 3f8565b9-b56e-44e4-ac98-acd5b878381f · outbound

This paper cites Diff-instruct: A universal approach for transferring knowledge from pre-trained diffu- sion models.Advances in Neural Information Processing Systems, 36:76525–76546, 2023.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Diff-instruct: A universal approach for transferring knowledge from pre-trained diffu- sion models.Advances in Neural Information Processing Systems, 36:76525–76546, 2023

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:07.607933Z digest=sha256:da23710372b6351fce2ca4e18592aed2e45be4b07c4d812e964460e0d2e3f1db

Observation f29a407e-be63-4f32-bb8b-153438add030 · outbound

This paper cites One-Step Diffusion Distillation through Score Implicit Matching.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation One-Step Diffusion Distillation through Score Implicit Matching

Reference 39

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source=pdf_text observed=2026-08-07T11:14:07.679847Z digest=sha256:bddf8757bb7fc6bd19d52baefc824b5d321b517b698b2a5683c03665df9bd4c6

Observation 1023148d-a90b-4a90-8adf-04950ae9f2cb · outbound

This paper cites You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs

Reference 40

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source=pdf_text observed=2026-08-07T11:14:07.767242Z digest=sha256:c6f4ec5a572e97fc6eb0a9827e1e5c1b3b5d7609848790e27e6e0b202843d826

Observation ae0629bf-82cd-45b1-88a4-fd255bf6b0ce · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality

Reference 41

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source=pdf_text observed=2026-08-07T11:14:07.882977Z digest=sha256:35f9cf2ff14c9af605f5638fcea7aa108dd02779e9560abd59ad26a5b49f666c

Observation b23d1c34-682f-4018-9580-7e4b32c1e91c · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Latte: Latent Diffusion Transformer for Video Generation

Reference 42

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source=pdf_text observed=2026-08-07T11:14:07.977417Z digest=sha256:1c7355969ed112e3e72ef1d0576d9fbf1967f8064477b3f140cbb20c128a02e9

Observation 78fdc491-07bb-41d2-b25c-1e6a414513e9 · outbound

This paper cites On distillation of guided diffusion models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation On distillation of guided diffusion models

Reference 43

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raw_fallback, observed 2026-08-07T11:14:14.460124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:08.057789Z digest=sha256:3dacc516b3c2cc872d7aa2ec8dd0ed7a7fec68c26db7774b43b691e81d774e23

Observation 123e2d60-1961-4cbb-b490-369d1ca32b6b · outbound

This paper cites Sora, 2024.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Sora, 2024

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:14:08.138821Z digest=sha256:990aa1766f123afbcdf3e0d82b532413be3977546429b0a263201ee57544a38c

Observation 574f1dca-0110-4d72-a583-a834bb342196 · outbound

This paper cites Scalable diffusion models with transformers.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Scalable diffusion models with transformers

Reference 45

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source=pdf_text observed=2026-08-07T11:14:08.224294Z digest=sha256:821cf19848187134e46d951ebb34608e323c8cee44f0b03713f7b8b681e25ed9

Observation 2cc5152b-76bd-4b58-87aa-d8acdd24cb42 · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation DreamFusion: Text-to-3D using 2D Diffusion

Reference 46

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source=pdf_text observed=2026-08-07T11:14:08.353913Z digest=sha256:cee68ee7a9b4bdb5bcb08fe5f55973d668c099c5742add055607e623d284794e

Observation c4be0445-407e-470a-bb2f-4a0f061d8b54 · outbound

This paper cites Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis

Reference 47

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source=pdf_text observed=2026-08-07T11:14:08.447768Z digest=sha256:7f059a1a70a5b387adeba8461f2d03f05efc2b0eeb83361eca5a369410d21a4a

Observation cd9ccd7e-063e-4ffb-a582-2edee280296c · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation High-resolution image synthesis with latent diffusion models

Reference 48

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:14:08.525006Z digest=sha256:94e80d820f465bc721d7231a04421ca7ee5f5581586a34b1cc7bd721a49a98c6

Observation 2ecf7c80-a197-4154-97be-e19e5181d51f · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Progressive Distillation for Fast Sampling of Diffusion Models

Reference 49

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source=pdf_text observed=2026-08-07T11:14:08.599463Z digest=sha256:f2e457e73a98211932e1e1ffe764cac2971ec48c0d99f9e1e3e197265b5db2b1

Observation e4ad700e-686c-4b7f-81b1-ee19592db36d · outbound

This paper cites Fast high- resolution image synthesis with latent adversarial diffusion distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Fast high- resolution image synthesis with latent adversarial diffusion distillation

Reference 50

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source=pdf_text observed=2026-08-07T11:14:08.692203Z digest=sha256:7d4acfe3f447037f4ed5438a24c21dd88b5b9160ecae82251cfe52d57418a500

Observation 0ef2ba2a-7d03-4e66-bb49-9f08a1c0c23e · outbound

This paper cites Adversarial diffusion distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Adversarial diffusion distillation

Reference 51

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source=pdf_text observed=2026-08-07T11:14:08.755664Z digest=sha256:1cc09459a424c56da15464ca193747cecaf532945a4275d0e4e68a2b3430923b

Observation 0e66ddd1-ee95-4573-8287-e77bf45e7e0d · outbound

This paper cites Denoising Diffusion Implicit Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Denoising Diffusion Implicit Models

Reference 52

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source=pdf_text observed=2026-08-07T11:14:08.858048Z digest=sha256:2622639d1a1c1094d1a064ab85a5070836677851d847f127a5e3911c6ec4a0d9

Observation 8020eaf8-4903-484e-81e6-80beac961e91 · outbound

This paper cites Improved Techniques for Training Consistency Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Improved Techniques for Training Consistency Models

Reference 53

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source=pdf_text observed=2026-08-07T11:14:08.937255Z digest=sha256:0cfdd2cce6ab4d371cd39794d82b8883834fed854413979db918339ed2a41535

Observation ad445a08-325b-4ea5-b873-2d256652768e · outbound

This paper cites Consistency Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Consistency Models

Reference 54

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source=pdf_text observed=2026-08-07T11:14:09.028364Z digest=sha256:8644b68fab690334b56107417bb0a08824700af58bc6bbbedcc05e1388ec5578

Observation 41734b41-05da-472a-9726-00c8289351ee · outbound

This paper cites Mochi 1.https :/ /github .com/ genmoai/models, 2024.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Mochi 1.https :/ /github .com/ genmoai/models, 2024

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:14:14.277832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:09.122308Z digest=sha256:1d7e2385fa8aea5dc4bf8be4c240259d5a1d6a094f9942f102d9442aa6c64bae

Observation 859d6fa8-0a0e-45d2-bb0e-70ed57536094 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 56

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source=pdf_text observed=2026-08-07T11:14:09.221017Z digest=sha256:e35465e5af635096820f9bd4efc8159ab243a5b7b07cc304a48cf957d85bc3e4

Observation 7d2ceb1d-0913-4b55-ac12-dc51d8a89857 · outbound

This paper cites Phased Consistency Models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Phased Consistency Models

Reference 57

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source=pdf_text observed=2026-08-07T11:14:09.317040Z digest=sha256:15a499286cc416caa78a04091e8f8c45ccb748df3355f78fdeffc83280ad5620

Observation 551da0ef-b4b8-48a6-8850-0b394b723687 · outbound

This paper cites Animatelcm: Computation-efficient personalized style video generation without personalized video data.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Animatelcm: Computation-efficient personalized style video generation without personalized video data

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:14:14.092203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:09.392537Z digest=sha256:8e3854c17cd9af93298ddce751864cffa5a2be2e37792c252f1f259c9adcf6ee

Observation b3bb6df1-aef1-4417-84cb-2fc16413053f · outbound

This paper cites ModelScope Text-to-Video Technical Report.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation ModelScope Text-to-Video Technical Report

Reference 59

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:14:09.474758Z digest=sha256:470a69d78ee2ccc15cf2252a5da91ac90317f2ad2807699427effb0b38be8a18

Observation 8888815c-1f7c-436d-bf57-7b8b239f0207 · outbound

This paper cites Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 60

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source=pdf_text observed=2026-08-07T11:14:09.579398Z digest=sha256:d31685dae2d45baa99e6dd1c1ca977dd72d5825b3ebc07bc4f2a48a084fe527a

Observation a20ce9c6-56fc-40ff-a931-122c9e46c33e · outbound

This paper cites Tackling the Generative Learning Trilemma with Denoising Diffusion GANs.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Tackling the Generative Learning Trilemma with Denoising Diffusion GANs

Reference 61

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source=pdf_text observed=2026-08-07T11:14:09.657306Z digest=sha256:52fb6a9ea5ad7bd078d8d42693c3ac130503c6189b0a20307dadf28c4df20179

Observation fee79ccb-c49d-4313-ae55-10d086f1720d · outbound

This paper cites Ufogen: You forward once large scale text-to-image gener- ation via diffusion gans.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Ufogen: You forward once large scale text-to-image gener- ation via diffusion gans

Reference 62

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:09.745995Z digest=sha256:785d9f468315f9ad32c45f6fefe3331175a259d66193f4eb8bec5ca587177eac

Observation 9c0ed58e-86b3-41f0-a708-e2f52fe19fdc · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 63

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source=pdf_text observed=2026-08-07T11:14:09.821759Z digest=sha256:6c92784024d97269f5a7654f0e900a3cc45481c8a9fefa9feeb0617d993cb9c7

Observation 05a7d2ce-4ea5-4065-a341-2ce9c06702a5 · outbound

This paper cites Improved Distribution Matching Distillation for Fast Image Synthesis.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Improved Distribution Matching Distillation for Fast Image Synthesis

Reference 64

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:14:09.920500Z digest=sha256:28463b7edf59f06b6606aed0f7a4f5a633a26197da0a83816546a210c35bc51f

Observation ba39c429-2142-42ce-9f62-7863b5cac47e · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation One-step diffusion with distribution matching distillation

Reference 65

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source=pdf_text observed=2026-08-07T11:14:09.987617Z digest=sha256:ccb1e05159b9be9a9aa7c00aab31fe37ca7a73dc582f0dcb7ce9a54088945c44

Observation c111890a-4abb-4323-931a-12e72707ce0d · outbound

This paper cites From slow bidirectional to fast causal video generators.arXiv preprint arXiv:2412.07772, 2024.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation From slow bidirectional to fast causal video generators.arXiv preprint arXiv:2412.07772, 2024

Reference 66

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source=pdf_text observed=2026-08-07T11:14:10.056077Z digest=sha256:e472465e9cabbf28f87bea78cabe24da72b3a03d12dbb0882601786a53cfdea5

Observation 429a3b62-5919-4314-bb40-42e38176f7cf · outbound

This paper cites Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

Reference 67

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verified exact
local_arxiv, observed 2026-08-07T11:14:11.807397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:10.113477Z digest=sha256:7397a8060223ab10b0fe5dfbec121c1ec5ace95eeea7557b7d605c247493ac04

Observation 93ea1f95-677d-4d93-ad03-747bfcfded83 · outbound

This paper cites Fast Video Generation with Sliding Tile Attention.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Fast Video Generation with Sliding Tile Attention

Reference 68

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source=pdf_text observed=2026-08-07T11:14:10.240880Z digest=sha256:54e32a66c2545217b7d77c719dab6533d26de097a87778478799266dd535d44c

Observation 8e40305b-8647-4b7b-a08d-544d3bbabf70 · outbound

This paper cites Faster video diffusion with trainable sparse attention.arXiv e-prints, pages arXiv–2505, 2025.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Faster video diffusion with trainable sparse attention.arXiv e-prints, pages arXiv–2505, 2025

Reference 69

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verified fuzzy
raw_fallback, observed 2026-08-07T11:14:13.734131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:10.308451Z digest=sha256:ccbd60e01c437c5854ec43d2a84af31cc723fcc8f74de2a2d17b3209b53913e9

Observation c33bb063-84d5-43bb-b491-bd7ae33294ef · outbound

This paper cites ControlVideo: Training-free Controllable Text-to-Video Generation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation ControlVideo: Training-free Controllable Text-to-Video Generation

Reference 70

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source=pdf_text observed=2026-08-07T11:14:10.431319Z digest=sha256:452000ef4ff78737b35a16ef386583fd37cd7193366601c63db6ca97f6815420

Observation a8e149e2-de97-4402-a5bc-a5565f159d43 · outbound

This paper cites Videoelevator: El- evating video generation quality with versatile text-to-image diffusion models.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Videoelevator: El- evating video generation quality with versatile text-to-image diffusion models

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:14:13.551679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:10.533212Z digest=sha256:6b80cf7903a2c25fe69ff0057fa7e0109042513d2e8719e1c0e45cc0de3582bc

Observation e8e545a2-295d-43f7-a784-364053da28b2 · outbound

This paper cites FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors

Reference 72

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:14:10.664855Z digest=sha256:5c27f44001824310a53efbe8eb9e0b68bd7a1738e865c93acb6cef0d61339d90

Observation a29a636d-498e-411d-97d0-6021e513c632 · outbound

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

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Real-Time Video Generation with Pyramid Attention Broadcast

Reference 73

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0f6ecf42-3cac-4944-8419-3c4bee8ffe84 · outbound

This paper cites Fast sampling of dif- fusion models via operator learning.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Fast sampling of dif- fusion models via operator learning

Reference 74

Resolution
verified fuzzy
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 69a36dda-0086-4f26-b574-b5b379ff8977 · outbound

This paper cites Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping

Reference 75

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unresolved
no resolver link, observed 2026-08-07T11:14:11.081004Z

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source=pdf_text observed=2026-08-07T11:14:11.081004Z digest=sha256:bf54ed496217a10ffa6d5432408764764e59f7d5f9647fcc8be855fe3cf6cb47

Observation 8208580f-06fb-426d-ab70-4dadf35c0e91 · outbound

This paper cites Score identity distillation: Exponentially fast distillation of pretrained diffusion models for one-step generation.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Score identity distillation: Exponentially fast distillation of pretrained diffusion models for one-step generation

Reference 76

Resolution
verified fuzzy
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a51de950-ad0b-4b7e-b0d4-cfabf5764d4f · outbound

This paper cites With 8 or 4 total steps, we assign 4 or 2 steps to each expert, re- spectively.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation With 8 or 4 total steps, we assign 4 or 2 steps to each expert, re- spectively

Reference 77

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:11.310386Z digest=sha256:55b7386b9aa5497139c5ba1159406b01b654ab01fb4cda1a3c23a59cecdf3bcd

Observation d6fe12f4-93ee-4dcb-a069-419b409c7189 · outbound

This paper cites an unresolved cited work.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:14:12.817555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:14:11.447144Z digest=sha256:e5840660913b37afcf2adb3f294254295fa953de9b5b63f9b72b96a6869d4229

Pith citing papers

Observation 823e89cc-8733-4efc-89be-468bc9f74f2c · inbound

DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching cites this paper.

DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching Dual-Expert Consistency Model for Efficient and High-Quality Video Generation

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-16T07:30:44.408840Z

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Observation 156551de-b836-402d-8b83-fbffec077739 · inbound

Efficient Video Diffusion Models: Advancements and Challenges cites this paper.

Efficient Video Diffusion Models: Advancements and Challenges Dual-Expert Consistency Model for Efficient and High-Quality Video Generation

Reference 98

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:03:25.933847Z

Source-reported events for the cited work

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