Paper Citation Record · LEDGER

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2507.11980.

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

pith.paper-citation-record.v1
2507.11980 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:05:45.031105Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:58:19.508653Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:14:22.149310Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy18
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4852944-9482-474d-b09d-235fe642719d · outbound

This paper cites eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.688352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edba9046-047c-4fd8-836b-44fcc02019be · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.694164Z

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Observation b519c82c-72e5-464e-98a5-f250a0c871f0 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Align your latents: High-resolution video synthesis with latent diffusion models

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:47.184179Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 66cbb575-a6a4-4b93-a88d-9417da2372e2 · outbound

This paper cites Efficiency-optimized video diffusion models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Efficiency-optimized video diffusion models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:47.150970Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24c312f6-971b-4c2a-a33f-699fee070a6e · outbound

This paper cites Mv-diffusion: Motion-aware video diffusion model.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Mv-diffusion: Motion-aware video diffusion model

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:47.113081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4ba6b724-e8ed-4864-9228-28edc8476095 · outbound

This paper cites Cogview: Mastering text-to-image generation via transformers.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Cogview: Mastering text-to-image generation via transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.728243Z

Source-reported events for the cited work

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Observation 8df3bd2c-b461-4226-b2d0-90e9a6293fa1 · outbound

This paper cites Structural pruning for diffusion models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Structural pruning for diffusion models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.739196Z

Source-reported events for the cited work

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Observation b1dff7c2-6e37-444e-9d5a-30e4d6cc938d · outbound

This paper cites Generative adversarial networks.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Generative adversarial networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.744637Z

Source-reported events for the cited work

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Observation 9e52893b-8308-42cc-8316-5b90490d939a · outbound

This paper cites Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.750300Z

Source-reported events for the cited work

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Observation ed1c03da-91ea-44f5-82f0-14f480da511a · outbound

This paper cites Denoising diffusion probabilistic models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Denoising diffusion probabilistic models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.755745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 803e369e-048d-4d21-b696-4d45c611e092 · outbound

This paper cites Video diffusion models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Video diffusion models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.763183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321610ab-375f-4c78-864c-3dc5f09e39fa · outbound

This paper cites Prodiff: Progressive fast diffusion model for high-quality text-to-speech.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Prodiff: Progressive fast diffusion model for high-quality text-to-speech

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.909709Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bab60ba0-697e-4c31-ace1-77a0cf2dd39d · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Vbench: Comprehensive benchmark suite for video generative models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.861493Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a60b4ef-d9d2-4c53-a992-9f3a26aeb371 · outbound

This paper cites Bk-sdm: A lightweight, fast, and cheap version of stable diffusion.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Bk-sdm: A lightweight, fast, and cheap version of stable diffusion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.844817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26e0a32a-ab13-4b36-a3bf-ece3683966e9 · outbound

This paper cites Gan compression: Efficient architectures for interactive conditional gans.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Gan compression: Efficient architectures for interactive conditional gans

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.801065Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ed64eb0-5073-420b-8726-811195da46f2 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Snapfusion: Text-to-image diffusion model on mobile devices within two seconds

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.799476Z

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Observation dce87deb-95b2-4eaf-91dc-2576edf1c980 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.811283Z

Source-reported events for the cited work

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Observation 69aa93e9-8d6e-40d8-80e0-4dfa66b58f51 · outbound

This paper cites Microsoft coco: Common objects in context.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Microsoft coco: Common objects in context

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.754722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5bfd0230-2c4d-47e1-80f2-1bc37b85a315 · outbound

This paper cites Faster Diffusion via Temporal Attention Decomposition.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Faster Diffusion via Temporal Attention Decomposition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.822132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b937b4b-6fad-4c3a-980d-27e9f00581e8 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.828093Z

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Observation e3d424fe-c683-44a8-91f0-26854e870c35 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.836638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb29bd4-30d4-44d6-8374-ecf0805472ab · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.841512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7dbf8e-de93-47be-9f07-c8dfd8f4f623 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Accelerating Diffusion Models via Early Stop of the Diffusion Process

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.851414Z

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Observation 4d53edd7-0c4f-4c19-8c96-e9f77deda51e · outbound

This paper cites Deepcache: Accelerating diffusion models for free.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Deepcache: Accelerating diffusion models for free

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.713458Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab568759-eb19-4915-a6b9-5f02d9bd25c7 · outbound

This paper cites Early exiting for accelerated inference in diffusion models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Early exiting for accelerated inference in diffusion models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.677691Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ef11e5d-2c87-4629-9512-6e94d38b5ecb · outbound

This paper cites Improved denoising diffusion probabilistic models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Improved denoising diffusion probabilistic models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.636316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c4b9851-e18e-41fb-b798-0c06e616869b · outbound

This paper cites Image transformer.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Image transformer

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.607256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 463d717e-a69a-4a63-9785-89a99603acb7 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 28

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Source-reported events for the cited work

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Observation caa25752-1bab-47ea-9f7c-21ddd60821f3 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models High-resolution image synthesis with latent diffusion models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.886427Z

Source-reported events for the cited work

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Observation 778b09af-2b25-49bf-99d1-f77ea27c314f · outbound

This paper cites Stable diffusion v1-4, 2022.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Stable diffusion v1-4, 2022

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.501264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d59cdd03-1f1b-4a75-981d-b691be4e8f2a · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models U-net: Convolutional networks for biomedical image segmentation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.455580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca3012fc-0b34-410d-92e3-e8d7d6f47054 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Progressive Distillation for Fast Sampling of Diffusion Models

Reference 32

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Observation df08ea93-434f-4832-9fd5-70eb18ac7c08 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Fast high-resolution image synthesis with latent adversarial diffusion distillation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.426028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f789a108-3762-42dc-bb85-658e05f83a56 · outbound

This paper cites Adversarial diffusion distillation.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Adversarial diffusion distillation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.923300Z

Source-reported events for the cited work

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Observation c71c27cc-4a8d-4243-8500-6eca9d7a85b0 · outbound

This paper cites Denoising Diffusion Implicit Models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Denoising Diffusion Implicit Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.929390Z

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Observation 176f628c-5c08-42ce-b653-8ff902fe2ddd · outbound

This paper cites Consistency models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Consistency models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.939402Z

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Observation b52dc83f-babe-4b2a-b73d-a01b70022c7e · outbound

This paper cites Mm-ldm: Multi-modal latent diffusion model for sounding video generation.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Mm-ldm: Multi-modal latent diffusion model for sounding video generation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.371461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e801d8ce-a0df-4607-bdbc-474b0638499d · outbound

This paper cites Qvd: Post-training quantization for video diffusion models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Qvd: Post-training quantization for video diffusion models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:46.344375Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 49fbec34-07fc-4bb7-8329-6a706c260796 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models ModelScope Text-to-Video Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.954922Z

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Observation 2f7c6a1a-0314-4a6b-90ee-8d821b24207a · outbound

This paper cites VideoLCM: Video Latent Consistency Model.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models VideoLCM: Video Latent Consistency Model

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.963248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75c826a9-10bd-46b1-b039-6ea95dbc8ca1 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Image quality assessment: from error visibility to structural similarity

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.968436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb37b0e-232c-48f5-ad34-64816cc55c49 · outbound

This paper cites Cache me if you can: Accelerating diffusion models through block caching.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Cache me if you can: Accelerating diffusion models through block caching

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:44.986833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea819da3-e3c2-48e9-964e-3502b7a91499 · outbound

This paper cites Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:45.003618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070301dd-59e1-4a0c-bcdf-52275f1c1e20 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:45.012535Z

Source-reported events for the cited work

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Observation b39c762e-516e-48f9-a2cc-0c5fa2612735 · outbound

This paper cites Training-free adaptive diffusion with bounded difference approximation strategy.

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Training-free adaptive diffusion with bounded difference approximation strategy

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:45.935162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation edd3f45b-cc1b-4de1-9d62-6b5636f36a25 · outbound

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

EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:45.031105Z

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Pith citing papers

Observation 29215888-c44e-494f-9ac8-79971231ec7a · inbound

Edge-Assisted Collaborative Fine-Tuning for Multi-User Personalized Artificial Intelligence Generated Content (AIGC) cites this paper.

Edge-Assisted Collaborative Fine-Tuning for Multi-User Personalized Artificial Intelligence Generated Content (AIGC) EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:19.508653Z

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Observation 623dfda3-ce64-41f3-9bbe-80db2704bfa5 · inbound

EcoVideo: Entropy-Orchestrated Video Generation Paradigm in Cloud-Edge Dynamics cites this paper.

EcoVideo: Entropy-Orchestrated Video Generation Paradigm in Cloud-Edge Dynamics EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:14:22.151015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.