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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

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=sha256:079c1f358591de77ddbe5e8f7024fc34abb8148f0945864596d9a92c9031d696

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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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:04.787208Z digest=sha256:e305f1a03fa2e36595ad0149b85f7f78d0fbbc54b413809d74afbebae55fed30

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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source=pdf_text observed=2026-08-07T11:14:04.911175Z digest=sha256:3fbe741103e2eebbf3e9bf1e1c3f7f3084d3361491f93394b428b55bbd590bea

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-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:04.944526Z digest=sha256:1c41912b2f618a50dd9d2e63502deb6f437a84eb2b2524ea11a86f1e44922992

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:b95a90e014e595cd85a2d246055b46b59e53f1194a881f431cc162395354fbc5

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=sha256:167ad56e884733061fdf6e8e132460c1133765bcb60dde8de59ba3948705fb65

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=sha256:565283ecc9bc6611b684a4379b5e545fe1aeb5f10320a6e3db5b5e02e02d3adf

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=sha256:1b9841b8f2a9ee7bd3372045a5f045c5e49712e8f60d45c33e90d460c6fc4857

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=sha256:9c34beb5c6eae345807e128cea59fcd1a4c92dc3cab461d8a4b77f0253a08e52

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:c0a8b2018a206382284fcc57b84bdeeab4fc2d3ae0e4198b6aa5e3b26f2778f9

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:c099c9b66397ce6507d47e480ebbc72c4d0651afe46d9fb1c4f833fbad615f16

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=sha256:7fc09580f18f54ed88994c982bf38fedba0f474a46fc4f9cded4441992418c9d

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

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:05.788852Z digest=sha256:d8c81726b1699f08021a552f5f66ebf1c4ad4cec45044695e60b646adb2b2a73

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=sha256:41ebe187eacd6634aae2fb048d2370ce4ef435b8840b82ac8ac78def05fab7f9

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:d6c636422059c8a2033575d33982199b07b4a2d2a4af23fa4422a783f4784959

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:05.984618Z digest=sha256:92a59c785a4029efdbf88cbf343f32bdeb488dc747ba204a19f16a58dd04890b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:06.057318Z digest=sha256:3fddd0216c9b0e4b6b6ce4f8ba1b82d1228418ecb794e0229fc64c9c5f190083

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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source=pdf_text observed=2026-08-07T11:14:06.138704Z digest=sha256:b61b176cf173b4696fc8d62140de8ac3d5f628dd0bd0629a0782d8e52dec4341

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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source=pdf_text observed=2026-08-07T11:14:06.234018Z digest=sha256:43c92ae222af7cf8c9ef15abe0d0817fc6c0789f04e8a3515e5b942875e81dbf

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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source=pdf_text observed=2026-08-07T11:14:06.323074Z digest=sha256:4bf83f720a7260f6d21b45f7714fa3b177028444acb956e39a78071a1a19306f

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:b2e1a960de340b84c8e14c5ba4d8dd9bb3b8d7cfd414eae69e91a317ffb3abc9

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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source=pdf_text observed=2026-08-07T11:14:06.478991Z digest=sha256:a46839b0b84c5dd15f32c98bbb12a7ca27ecdf10a5784bf7bf5202be6080c99d

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:dbb4691086a8068ce2c764e7290efcdd56f65b279e82ea59d7ebab7d2afe54da

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=sha256:04103b7d470d51782814b0319b12e2976dd744ca514cf88b64033d4af49d33b8

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=sha256:7048dae77b668f4e8cb42daae45f00f8199b78a56f66d04f771c621dc757b810

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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source=pdf_text observed=2026-08-07T11:14:06.852812Z digest=sha256:9f8874c719ee127f847c2b95412072c34ed660de936a9ccfbd8038701071e75f

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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source=pdf_text observed=2026-08-07T11:14:06.928311Z digest=sha256:3bd40556b64d16a1f97f78250dd29ebf6eabc16c1c568a8c1408f9a8ab88f9c8

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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source=pdf_text observed=2026-08-07T11:14:06.994129Z digest=sha256:589d921c65e4b2d2cc9fa9573f381bf1b008dc90e6a96cec2e937360bb8f2f4b

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=sha256:8fe12e624948f5d0d9a8eb07b1ef8a59e63476501392c25bdde72ef0eb8b8e73

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=sha256:274fcd270149004ef2b3633535147ca3b1de10c9531d14c527e8a73e1dba82d6

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:ac9cd3f5b4c6877fc683b211985f29cf9cadc85ea2e2e460e5a8aa34ea15ca18

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=sha256:411ca56871350dbf433cda4505b8e2904ef0f6ead03f0b6c1785878fb35d59e3

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=sha256:2102bde33909eee6295d994365f05aaa75c13d514141b658ce11b2669f1b31bd

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=sha256:068389d6967af0aa7a7c7e88638152e2d2e9435a4af26a8e7f5babfa53657745

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:cf9050e70a06e595b919e9562f588b17f94d4894f8a5aeef54c7a781e0a886e9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:07.607933Z digest=sha256:345c8c8ac820fb6d425c53b72a9e16f3f0c0351e95b581adbf0adac0f572b2aa

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:fea0a0876ea495cbd437ececa931267fc2253c2bbe4fb4f497676a46f9fc7766

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=sha256:0376d76173548254b076bf82d25bf1ed20c6570b6112879ec19179cf763fcd61

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=sha256:00607832f30fe980802853a3b50be7eb1d3dd727f8c7f44004cfe26f5de95b5f

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:e0eb627f129c9283fcd43e783500e6a726d0529f18fc7531b23e70bcded05a2a

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:08.057789Z digest=sha256:7ae1e8fc56e4a4f68cc0401ac5fefbaeb5fdb8f8cf8b7843e1eeaeaa94837604

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

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source=pdf_text observed=2026-08-07T11:14:08.138821Z digest=sha256:f21a65eb472f76363577bc71a400405789eeec53585eafd78cfecae7910c7b40

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=sha256:12be08d9b59f9e18eaf1c8c8436e065d18847d872b6c4af37a1e906ec3f173f6

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=sha256:601ebfe361230dc48d99b44aea06e0c6cd0333627ce5ca15fcf3b0546c5724d7

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=sha256:08487861d059bbe6f4d6cfc82b3bdac6fa3c7acd25d4e231febfb0caf7dc6694

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=pdf_text observed=2026-08-07T11:14:08.525006Z digest=sha256:633d5b261887ddf0c9a2f7aad7bbf72c47fab8e2cba4d58ca70a6c43542ffd25

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=sha256:4ce2eaf2bf0611072d6e427380d86f05bcc05dbc544860d62824738683136953

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:aff4a2036ae8e6ae0ec677c32813f61794eea416765d995c99d597a84e2433d2

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:b4891a86adeec06aea742dd1d90ff674ab564af2ae1a1d376c3cfc57ebf6835f

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=sha256:22bd4d2aa70d2e43621b5390724cb16fc7a43d9b15c4ffdf996a714181e17868

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=sha256:84f931eb1a69cecb0c4f6248688f8de64a6a29413be2e0a537b95b4c87ef6546

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=sha256:4cea9b0ed623af5f425c18e8f9d9d1de0f9f56db3b94370b53064fbbc4050aef

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:09.122308Z digest=sha256:9733f91a742896db802e09f39411cfb0240fcbe50cb1a6f0e148a51871594caf

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=sha256:56064cee1f1694d07d26b3495ad4252c66cf04948c9ec4985733ef961341c9b2

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=sha256:4291918db041bf0ef8d3bb37d52fe05b96552537151da815df951f1494287cc3

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:09.392537Z digest=sha256:11631275415d2e0d4fe0dfc177f4e45732292a2405f748db65b41c6157253a40

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=pdf_text observed=2026-08-07T11:14:09.474758Z digest=sha256:d393ac0c2377034608e3af6ae20aae8fdc381111303fd979d7e02acc919993f4

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=sha256:3ae9e2e5d61258d35fc02952add62250983ded21d234320b03ff70089507cfcb

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=sha256:170cb8090e702484d532fcad72bb7a8ade7808ab0a81d25975abd02634adfae2

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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verified fuzzy
raw_fallback, observed 2026-08-07T11:14:13.936437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:09.745995Z digest=sha256:964f5addcee46b3c1518962286a6831e73d2d38a72b2a7c87b8c1196223d40bd

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:bfed1620fdbfc40684b653a69e9155e58746de78b9ecf58e70efe20957fbaee1

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=pdf_text observed=2026-08-07T11:14:09.920500Z digest=sha256:0f037005fc0fa7018b5a9dd5f93f4adb1a37093c363b5e934f99cdc76c6439ac

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=sha256:5ef4c92e1249ec1aeb45553a1c7e7f917d50cea4b30658240652687d7f10b7c8

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=sha256:3348b52e21a884a62fb14163520787eb6b2a2669153700fb5e3e1cb0e337cf1c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:10.113477Z digest=sha256:029eaeb4dcc021c12bae7b2b05194b22ce5d45c8c5dbffb6c0d65bbb9b756f39

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=sha256:40f9672dcd2a1e86e924f9d64bc20d7b61798bd2d4a02c8dc472cb84d31465bd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:10.308451Z digest=sha256:ab70ca1773afd396da84b65e7164022c450259d2fd225208e469cde55742958f

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=sha256:1a808de5bcd88b2517b94028b1218bb80f1e43a3a7d61cf334b9afa383e00ee4

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:14:10.533212Z digest=sha256:f091d6127554015a211b347357a701729f4349b62e31df2771010fa76710cd3c

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:b0833535f49fbe81417790469678ad11f43ed6d200c0b6ff9096b44b9576838a

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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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

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verified fuzzy
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+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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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

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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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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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

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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

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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

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

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