Paper Citation Record · LEDGER

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 6 inbound Pith citation observations for arXiv:2502.08590.

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

pith.paper-citation-record.v1
2502.08590 v2

Coverage vector

measured 66 of 66 reference resolution

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measured 72 of 72 standing notices

One-hop event checks from named stored sources.

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measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:31:42.070668Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T13:43:29.182780Z

Reference resolution

66 of 66 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10da5704-7f19-4aae-b801-d235d0183d0c · outbound

This paper cites Shape, illumination, and reflectance from shading.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Shape, illumination, and reflectance from shading

Reference 1

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Observation 42ba5b92-c111-47b7-9211-011f5a9fe532 · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

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Observation fcf992ef-c5aa-42db-b17d-dcd0388b5b38 · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 3

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Observation b980f9c6-2503-4b14-9db1-5c9bff73ae1b · outbound

This paper cites ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way

Reference 4

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Observation 6f34a6e0-9dc0-4522-84a2-3e825198a444 · outbound

This paper cites VideoCrafter1: Open Diffusion Models for High-Quality Video Generation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Reference 5

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Observation 87e508cd-aae6-4fdc-a476-c1d1cc04e3bb · outbound

This paper cites Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models

Reference 6

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Observation aaaec738-c6c0-417f-a419-66c0e255b402 · outbound

This paper cites Livephoto: Real image animation with text-guided motion control.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Livephoto: Real image animation with text-guided motion control

Reference 7

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Observation f7aaf625-6032-4d24-843d-0c98ba90ce38 · outbound

This paper cites FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing

Reference 8

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Observation 8b532214-1e47-4839-baa5-b0d5de0fbe9b · outbound

This paper cites Acquiring the reflectance field of a human face.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Acquiring the reflectance field of a human face

Reference 9

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Observation 4fd30379-c7ef-4547-8b44-60e8c0d1711d · outbound

This paper cites Flashtex: Fast relightable mesh texturing with lightcontrolnet.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Flashtex: Fast relightable mesh texturing with lightcontrolnet

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:42.432231Z

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Observation 1b83a4ef-6a27-42d7-9149-f27cdb13e680 · outbound

This paper cites TokenFlow: Consistent Diffusion Features for Consistent Video Editing.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Reference 11

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Observation c876d628-682b-478d-99a8-4485a3cdb3c2 · outbound

This paper cites I2V-Adapter: A General Image-to-Video Adapter for Diffusion Models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion I2V-Adapter: A General Image-to-Video Adapter for Diffusion Models

Reference 12

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Observation 4fb13d87-a101-4e5a-9d4c-f368caf4c791 · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 13

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Observation c2f968ca-ba1e-4a42-8e57-db57cfc813cf · outbound

This paper cites Sparsectrl: Adding sparse controls to text-to-video diffusion models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Sparsectrl: Adding sparse controls to text-to-video diffusion models

Reference 14

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Observation 27a5ea1e-211b-4958-babd-afb987b2c340 · outbound

This paper cites Denoising dif- fusion probabilistic models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Denoising dif- fusion probabilistic models

Reference 15

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Observation 6242f715-0580-4b11-bcef-94d1f61fb4db · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 16

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Observation 9c8018a6-2340-4239-8321-8757a20d20d4 · outbound

This paper cites Towards high fidelity face relight- ing with realistic shadows.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Towards high fidelity face relight- ing with realistic shadows

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:42.360054Z

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Observation 3dddbd7d-8210-46e7-b254-a8acbf8611c3 · outbound

This paper cites VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet

Reference 18

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Observation 6cbd8800-a079-493f-99ee-ae399e3f38f0 · outbound

This paper cites Neural Gaffer: Relighting Any Object via Diffusion.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Neural Gaffer: Relighting Any Object via Diffusion

Reference 19

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Observation c2cca785-79d5-480d-a388-dae09ed383e9 · outbound

This paper cites Rave: Randomized noise shuf- fling for fast and consistent video editing with diffusion mod- els.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Rave: Randomized noise shuf- fling for fast and consistent video editing with diffusion mod- els

Reference 20

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Observation 49dd33be-703b-452a-9596-224eef790138 · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Elucidating the design space of diffusion-based generative models

Reference 21

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Observation 507e0d9f-7018-4535-bfb2-75a87beb6619 · outbound

This paper cites Switchlight: Co-design of physics- driven architecture and pre-training framework for human portrait relighting.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Switchlight: Co-design of physics- driven architecture and pre-training framework for human portrait relighting

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:42.292489Z

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Observation 77c724cc-aaab-4ff5-a22e-ac6965fd7b0e · outbound

This paper cites DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance

Reference 23

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Observation db210938-39b6-44c5-8130-39c7488aeac1 · outbound

This paper cites Lightit: Illumination modeling and control for diffusion models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Lightit: Illumination modeling and control for diffusion models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:42.236613Z

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Observation 4aa79f6b-927b-41c4-94fd-677490ae8f71 · outbound

This paper cites AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks

Reference 25

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Observation 7ab454e5-9547-402a-b32d-8b957f7aed39 · outbound

This paper cites MotionClone: Training-Free Motion Cloning for Controllable Video Generation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion MotionClone: Training-Free Motion Cloning for Controllable Video Generation

Reference 26

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This paper cites Flow Matching for Generative Modeling.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Flow Matching for Generative Modeling

Reference 27

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This paper cites Video-p2p: Video editing with cross-attention control.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Video-p2p: Video editing with cross-attention control

Reference 28

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Observation d05c884a-47d7-47e9-b5bb-3172b7dd2e2b · outbound

This paper cites Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts

Reference 29

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This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 30

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This paper cites Null-text inversion for editing real im- ages using guided diffusion models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Null-text inversion for editing real im- ages using guided diffusion models

Reference 31

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This paper cites Learning physics-guided face re- lighting under directional light.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Learning physics-guided face re- lighting under directional light

Reference 32

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Observation 7d5897d3-bccf-4d71-8b08-8bd8a94aa205 · outbound

This paper cites Mofa-video: Controllable image animation via generative motion field adaptions in frozen image-to-video diffusion model.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Mofa-video: Controllable image animation via generative motion field adaptions in frozen image-to-video diffusion model

Reference 33

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This paper cites Total relighting: learning to relight portraits for background replacement.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Total relighting: learning to relight portraits for background replacement

Reference 34

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Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Unresolved cited work

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This paper cites The 2017 DAVIS Challenge on Video Object Segmentation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion The 2017 DAVIS Challenge on Video Object Segmentation

Reference 36

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This paper cites Fatezero: Fus- ing attentions for zero-shot text-based video editing.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Fatezero: Fus- ing attentions for zero-shot text-based video editing

Reference 37

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Observation f3adeefd-8bfd-4856-b7d7-ea1a23d5afa7 · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Learning transferable visual models from natural language supervi- sion

Reference 38

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This paper cites Relightful harmonization: Lighting-aware portrait background replacement.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Relightful harmonization: Lighting-aware portrait background replacement

Reference 39

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This paper cites Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations

Reference 40

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Progressive Distillation for Fast Sampling of Diffusion Models

Reference 41

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This paper cites pytorch-fid: FID Score for PyTorch.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion pytorch-fid: FID Score for PyTorch

Reference 42

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This paper cites Sfsnet: Learning shape, reflectance and illuminance of facesin the wild’.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Sfsnet: Learning shape, reflectance and illuminance of facesin the wild’

Reference 43

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This paper cites A light stage on every desk.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion A light stage on every desk

Reference 44

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Observation 5ac5f272-a0e7-43df-9a85-cef7017a67f4 · outbound

This paper cites Style transfer for headshot por- traits.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Style transfer for headshot por- traits

Reference 45

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Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Portrait lighting trans- fer using a mass transport approach

Reference 46

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Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Single image portrait relighting

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:42.083203Z

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Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Emergent correspondence from image diffusion

Reference 48

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Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Raft: Recurrent all-pairs field transforms for optical flow

Reference 49

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion ModelScope Text-to-Video Technical Report

Reference 50

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This paper cites COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing

Reference 51

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This paper cites Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models

Reference 52

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This paper cites LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models

Reference 53

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Observation 192df129-f8e0-4f80-ab03-24006d1a0f87 · outbound

This paper cites Sunstage: Portrait reconstruction and re- lighting using the sun as a light stage.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Sunstage: Portrait reconstruction and re- lighting using the sun as a light stage

Reference 54

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Observation b8247372-748c-4ec4-8368-034dffe2b1c4 · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T04:36:41.570953Z

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Observation afdccb56-225b-48be-b58a-91504a42ada3 · outbound

This paper cites Dynamicrafter: Animating open-domain images with video diffusion priors.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Dynamicrafter: Animating open-domain images with video diffusion priors

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T04:36:41.574485Z

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Observation fdd5ad72-9328-46a1-ac44-9f0818d59504 · outbound

This paper cites Rerender a video: Zero-shot text-guided video-to-video translation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Rerender a video: Zero-shot text-guided video-to-video translation

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.963841Z

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Observation a0ab25a5-0e67-451f-9f47-3befb33b7f05 · outbound

This paper cites Fresco: Spatial-temporal correspondence for zero-shot video translation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Fresco: Spatial-temporal correspondence for zero-shot video translation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.953252Z

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Observation a376ecaa-ee90-434f-9f0a-a5e6ae20866e · outbound

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

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T04:36:41.585009Z

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Observation cb5e0d4c-fb7c-4991-affa-2929659a997e · outbound

This paper cites Dilightnet: Fine-grained light- ing control for diffusion-based image generation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Dilightnet: Fine-grained light- ing control for diffusion-based image generation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.942238Z

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Observation 7c0ba3c6-6de4-466c-914b-f8caebd76468 · outbound

This paper cites Show-1: Marrying pixel and latent diffusion models for text-to-video generation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Show-1: Marrying pixel and latent diffusion models for text-to-video generation

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.930098Z

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Observation f43f6176-d7d9-4aa0-b827-243273ed9986 · outbound

This paper cites Scal- ing in-the-wild training for diffusion-based illumination har- monization and editing by imposing consistent light trans- port.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Scal- ing in-the-wild training for diffusion-based illumination har- monization and editing by imposing consistent light trans- port

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.919419Z

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Observation 46246f4b-cb7b-4e2f-8e75-25577c2c5101 · outbound

This paper cites Pia: Your personalized image animator via plug-and-play modules in text-to-image models.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Pia: Your personalized image animator via plug-and-play modules in text-to-image models

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.908461Z

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Observation ee156f35-d175-47d3-bf8e-72811e92fbb3 · outbound

This paper cites LumiSculpt: Enabling Consistent Portrait Lighting in Video Generation.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion LumiSculpt: Enabling Consistent Portrait Lighting in Video Generation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T04:36:41.601062Z

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Observation f2c6ac0c-fd46-4a68-b726-9de203585cb5 · outbound

This paper cites Deep single-image portrait relighting.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Deep single-image portrait relighting

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.898072Z

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Observation 0c15d919-76d3-422d-be14-23c8d52686df · outbound

This paper cites Re- lightable neural human assets from multi-view gradient il- luminations.

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Re- lightable neural human assets from multi-view gradient il- luminations

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:36:41.886355Z

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Pith citing papers

Observation f159a93a-22c5-41a6-888a-0f405b2eddfd · inbound

VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation cites this paper.

VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Reference 97

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Observation 192b1db0-0f34-4ba1-8086-63e7a6cb19df · inbound

IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation cites this paper.

IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Reference 1

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Observation 291e522a-7aec-4919-9530-af72c4856ee6 · inbound

ANYPORTAL: Zero-Shot Consistent Video Background Replacement cites this paper.

ANYPORTAL: Zero-Shot Consistent Video Background Replacement Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Reference 47

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Observation b3a7f654-b76a-47bf-a5d2-ead921dbad66 · inbound

BodyReLux: Temporally Consistent Full-Body Video Relighting cites this paper.

BodyReLux: Temporally Consistent Full-Body Video Relighting Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Reference 73

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Observation a23ebb6d-c44d-4167-a4c7-6c99258588eb · inbound

HarmoVid: Relightful Video Portrait Harmonization cites this paper.

HarmoVid: Relightful Video Portrait Harmonization Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:43:29.184342Z

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Observation 41f1a036-eb81-453f-bd3a-ea10047a85c2 · inbound

LiveLight: Real-time Streaming Video Relighting with Interactive Control cites this paper.

LiveLight: Real-time Streaming Video Relighting with Interactive Control Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Reference 70

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Unavailable: canonical work link unavailable.