Paper Citation Record · LEDGER

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2512.24946.

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

pith.paper-citation-record.v1
2512.24946 v3

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:15:34.042958Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

37 of 37 outbound references displayed

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Outbound references

Observation a9e7b6ba-d299-43d7-8557-c7ec28af6289 · outbound

This paper cites https : / / www.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects https : / / www

Reference 1

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Observation d2a062bc-2257-48e5-adff-50c411b862b1 · outbound

This paper cites https://mtifilm.com/ restoration/.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects https://mtifilm.com/ restoration/

Reference 2

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Observation 98572073-7e39-44d4-bf21-d69ea3326d56 · outbound

This paper cites Reference-based restoration of digitized analog videotapes.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Reference-based restoration of digitized analog videotapes

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:29.337426Z

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Observation 5252a8ef-9304-497a-b0f9-a0b9697717f2 · outbound

This paper cites Multidiffusion: Fusing diffusion paths for controlled image generation.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Multidiffusion: Fusing diffusion paths for controlled image generation

Reference 4

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Observation fcb6cf11-b3f9-4223-9a5b-c2dc90b7e29b · outbound

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

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 5

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Observation 52c949c4-f96a-4322-a6ac-975e91865d00 · outbound

This paper cites Basicvsr: The search for essential compo- nents in video super-resolution and beyond.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Basicvsr: The search for essential compo- nents in video super-resolution and beyond

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:29.707700Z

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Observation f39d21ac-11e0-4261-a102-c9abfa7b4820 · outbound

This paper cites Demofusion: Democratising high- resolution image generation with no $.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Demofusion: Democratising high- resolution image generation with no $

Reference 7

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Observation 64d41712-c7aa-4c3c-9e9c-afac184d7bc8 · outbound

This paper cites Mamba: Linear-time sequence mod- eling with selective state spaces.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Mamba: Linear-time sequence mod- eling with selective state spaces

Reference 8

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Observation 4e463850-7942-4625-9486-78aa58046377 · outbound

This paper cites Scalecrafter: Tuning-free higher- resolution visual generation with diffusion models.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Scalecrafter: Tuning-free higher- resolution visual generation with diffusion models

Reference 9

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Observation 08af0cf1-b685-4976-8e52-8b998fb76eea · outbound

This paper cites CogVLM2: Visual Language Models for Image and Video Understanding.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects CogVLM2: Visual Language Models for Image and Video Understanding

Reference 11

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Observation f114b1da-5dd5-413a-b4f4-17a072afbf3f · outbound

This paper cites Fouriscale: A frequency perspective on training-free high-resolution image synthesis.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Fouriscale: A frequency perspective on training-free high-resolution image synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:30.419785Z

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Observation d696f7ee-d8f7-4c43-b674-b57df871b407 · outbound

This paper cites Deepremaster: tem- poral source-reference attention networks for comprehensive video enhancement.ACM Transactions on Graphics (TOG), 38(6):1–13, 2019.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Deepremaster: tem- poral source-reference attention networks for comprehensive video enhancement.ACM Transactions on Graphics (TOG), 38(6):1–13, 2019

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:30.508917Z

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Observation a053c9b0-f6ec-4a0f-9b49-9657c27d3d08 · outbound

This paper cites Latent space super-resolution for higher-resolution image generation with diffusion models.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Latent space super-resolution for higher-resolution image generation with diffusion models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:30.621121Z

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Observation a510b57c-e4aa-4be8-a7cd-202e1ad836be · outbound

This paper cites Deepenhancer: Temporally consistent focal transformer for comprehensive video enhancement.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Deepenhancer: Temporally consistent focal transformer for comprehensive video enhancement

Reference 15

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Observation f3ca5759-475b-4d3a-b26e-36cdb7c3078d · outbound

This paper cites When fast fourier transform meets transformer for image restoration.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects When fast fourier transform meets transformer for image restoration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:30.816785Z

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Observation 261fd548-8689-48f1-911d-3654da6d2bb7 · outbound

This paper cites Efficient optimization of inpainting scheme and line scratch detection for old film restoration.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Efficient optimization of inpainting scheme and line scratch detection for old film restoration

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:30.904149Z

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Observation f5d334ed-77cb-45fa-9a1c-e7972b0dd9b1 · outbound

This paper cites On missing data treatment for degraded video and film archives: a survey and a new bayesian ap- proach.IEEE Transactions on Image Processing, 13(3):397– 415, 2004.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects On missing data treatment for degraded video and film archives: a survey and a new bayesian ap- proach.IEEE Transactions on Image Processing, 13(3):397– 415, 2004

Reference 18

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Observation 39552b1a-758f-4079-88ed-f52a6876458a · outbound

This paper cites Recurrent video restoration trans- former with guided deformable attention.Advances in Neural Information Processing Systems, 35:378–393, 2022.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Recurrent video restoration trans- former with guided deformable attention.Advances in Neural Information Processing Systems, 35:378–393, 2022

Reference 19

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Observation e3f73cd1-cfaa-47a5-9ebf-be1a1be8d685 · outbound

This paper cites Restoring degraded old films with recursive recurrent transformer networks.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Restoring degraded old films with recursive recurrent transformer networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:31.292329Z

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Observation 1a34609c-0d1f-44a2-a89e-215d2e2d5e34 · outbound

This paper cites Accdiffusion: An accurate method for higher-resolution im- age generation.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Accdiffusion: An accurate method for higher-resolution im- age generation

Reference 21

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Observation c78ad163-73a8-4616-919c-852e71fc1ce7 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Swin transformer: Hierarchical vision transformer using shifted windows

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:31.629188Z

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Observation 43df590a-17cf-4f03-b39e-ea3a5717a50a · outbound

This paper cites Subject- diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Subject- diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning

Reference 23

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Observation eba6f514-f9fa-49ce-bbca-62fd8da81ec5 · outbound

This paper cites Making old film great again: Degradation-aware state space model for old film restoration.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Making old film great again: Degradation-aware state space model for old film restoration

Reference 24

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Observation b1c73686-c158-464c-b904-3704e4e4a719 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Learning transferable visual models from natural language supervi- sion

Reference 25

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Observation dea47f46-9511-4404-8043-9e7a4041c8a1 · outbound

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

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects High-resolution image synthesis with latent diffusion models

Reference 26

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Observation 6bceb2a2-de4a-4e62-ba55-e8d814b69717 · outbound

This paper cites Image processing for restoration of old film se- quences.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Image processing for restoration of old film se- quences

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:32.717884Z

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Observation d0d42952-009c-4429-8ca3-27dbb96c3d5e · outbound

This paper cites Hierarchical patch diffusion mod- els for high-resolution video generation.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Hierarchical patch diffusion mod- els for high-resolution video generation

Reference 28

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Observation 4432521d-5797-4904-abe9-bcfab4f10591 · outbound

This paper cites Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models

Reference 29

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Observation 12df69eb-30da-4c97-bc03-d2f2969e742d · outbound

This paper cites Bring- ing old films back to life.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Bring- ing old films back to life

Reference 30

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Observation 1e218495-644a-4d09-ac33-47a3071265a2 · outbound

This paper cites Svfr: A unified framework for gener- alized video face restoration.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Svfr: A unified framework for gener- alized video face restoration

Reference 31

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Observation d5e548bf-8659-40c5-89aa-7ed013d04d85 · outbound

This paper cites Fastcomposer: Tuning-free multi- subject image generation with localized attention.Interna- tional Journal of Computer Vision, 133(3):1175–1194, 2025.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Fastcomposer: Tuning-free multi- subject image generation with localized attention.Interna- tional Journal of Computer Vision, 133(3):1175–1194, 2025

Reference 32

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Observation 0504879b-94b8-4f6a-84ac-37cfb3e5b13f · outbound

This paper cites Focal attention for long-range interactions in vision transformers.Advances in Neural Information Processing Systems, 34:30008–30022,.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Focal attention for long-range interactions in vision transformers.Advances in Neural Information Processing Systems, 34:30008–30022,

Reference 33

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Observation 745fdb14-045e-41de-bbc9-536571890385 · outbound

This paper cites Pixel-aware stable diffusion for realistic image super-resolution and personalized stylization.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Pixel-aware stable diffusion for realistic image super-resolution and personalized stylization

Reference 34

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Observation 0933c136-e358-4860-aba6-5c4846534b3f · outbound

This paper cites Motion- guided latent diffusion for temporally consistent real-world video super-resolution.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Motion- guided latent diffusion for temporally consistent real-world video super-resolution

Reference 35

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This paper cites Inf- dit: Upsampling any-resolution image with memory-efficient diffusion transformer.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Inf- dit: Upsampling any-resolution image with memory-efficient diffusion transformer

Reference 36

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This paper cites Adding conditional control to text-to-image diffusion models.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Adding conditional control to text-to-image diffusion models

Reference 37

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Observation 619563b9-5032-4182-aafa-33ab79d16a0c · outbound

This paper cites Upscale-a-video: Temporal-consistent diffusion model for real-world video super-resolution.

HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects Upscale-a-video: Temporal-consistent diffusion model for real-world video super-resolution

Reference 38

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