Paper Citation Record · LEDGER

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering

As of 19 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2507.03924.

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

pith.paper-citation-record.v1
2507.03924 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:04:29.823666Z

measured 65 of 65 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T15:31:09.652739Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:38:33.178640Z

Reference resolution

64 of 64 outbound references displayed

verified exact2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a01ee13c-f800-4b7b-934e-6664c5f1c46a · outbound

This paper cites Rethinking inductive biases for surface normal estimation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Rethinking inductive biases for surface normal estimation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:37.334974Z

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 6e344139-534c-4132-baf6-d5ee5711a941 · outbound

This paper cites Cold diffusion: Inverting arbitrary im- age transforms without noise.NeurIPS, 36, 2023.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Cold diffusion: Inverting arbitrary im- age transforms without noise.NeurIPS, 36, 2023

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:37.189936Z

Source-reported events for the cited work

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Observation 7b7dd74d-fdf1-43c5-ac5f-8d95166a3e09 · outbound

This paper cites Shape, albedo, and illumination from a single image of an unknown object.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shape, albedo, and illumination from a single image of an unknown object

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.983151Z

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 608b709c-9cbe-4ab3-9e65-d2ca06d88e95 · outbound

This paper cites Shape, illumination, and reflectance from shading.IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(8):1670–1687, 2014.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shape, illumination, and reflectance from shading.IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(8):1670–1687, 2014

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.841874Z

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 34ddf9ef-dbc0-4ee2-88ec-ff9a528e070f · outbound

This paper cites Re- covering intrinsic scene characteristics.Comput.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Re- covering intrinsic scene characteristics.Comput

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:25.210961Z

Source-reported events for the cited work

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Observation 691086b2-b579-49d3-91ac-90dc3eed2a58 · outbound

This paper cites Joint learn- ing of intrinsic images and semantic segmentation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Joint learn- ing of intrinsic images and semantic segmentation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.702888Z

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 0768eb07-b202-489d-b63c-365098b52892 · outbound

This paper cites Intrinsic images in the wild.ACM Transactions on Graphics (TOG), 33(4): 1–12, 2014.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsic images in the wild.ACM Transactions on Graphics (TOG), 33(4): 1–12, 2014

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.603578Z

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 c1d12b43-3fa3-4f9c-9891-7fba281ff60d · outbound

This paper cites Nerd: Neural reflectance decomposition from image collections.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Nerd: Neural reflectance decomposition from image collections

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.505773Z

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 7f3ffa6a-4072-44d9-887e-8b3d5fa26060 · outbound

This paper cites Intrinsic image decomposi- tion via ordinal shading.ACM Transactions on Graphics, 43 (1):1–24, 2023.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsic image decomposi- tion via ordinal shading.ACM Transactions on Graphics, 43 (1):1–24, 2023

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.398092Z

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 4aba74d1-b851-477c-9691-aebc86fed6c6 · outbound

This paper cites Colorful diffuse intrinsic image decomposition in the wild.ACM Transactions on Graphics (TOG), 43(6):1–12, 2024.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Colorful diffuse intrinsic image decomposition in the wild.ACM Transactions on Graphics (TOG), 43(6):1–12, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.296001Z

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 69b3aebe-0d57-4278-b69d-e9b3d10f7a4d · outbound

This paper cites Intrinsic harmonization for illumination-aware image com- positing.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsic harmonization for illumination-aware image com- positing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.193515Z

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 3de4517c-2bcc-4fa5-a82e-d1e2e9e5ebdd · outbound

This paper cites Shape from shading for robotic ma- nipulation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shape from shading for robotic ma- nipulation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:36.104165Z

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 47ceca96-ee3f-434e-b52a-29a03bbd9869 · outbound

This paper cites Intrinsicanything: Learning diffusion priors for inverse rendering under unknown illumi- nation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsicanything: Learning diffusion priors for inverse rendering under unknown illumi- nation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.986443Z

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 ffac1c8e-736a-4ae8-9450-0d14270d5494 · outbound

This paper cites Structure from duplicates: Neu- ral inverse graphics from a pile of objects.NeurIPS, 36,.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Structure from duplicates: Neu- ral inverse graphics from a pile of objects.NeurIPS, 36,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.871428Z

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 fec46b31-2116-4a2c-9076-2d85a3daa145 · outbound

This paper cites Differentiable point-based inverse rendering.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Differentiable point-based inverse rendering

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.746539Z

Source-reported events for the cited work

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Observation bb21cce7-6269-45d4-b0f6-3bee7d84be6d · outbound

This paper cites Pie-net: Pho- tometric invariant edge guided network for intrinsic image decomposition.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Pie-net: Pho- tometric invariant edge guided network for intrinsic image decomposition

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.628290Z

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 c2b0ddfc-0c6f-4618-b3f9-a5ea0f5b2b1b · outbound

This paper cites Idtransformer: Transformer for intrinsic image decom- position.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Idtransformer: Transformer for intrinsic image decom- position

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.510912Z

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 7aacac6b-0af7-403d-9e28-016e9b1c5af4 · outbound

This paper cites Generative Models: What Do They Know? Do They Know Things? Let's Find Out!.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Generative Models: What Do They Know? Do They Know Things? Let's Find Out!

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:26.562450Z

Source-reported events for the cited work

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Observation 45e815fc-4281-4506-bd38-999c77d9968e · outbound

This paper cites Diffusion reflectance map: Single-image stochastic inverse rendering of illumination and reflectance.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Diffusion reflectance map: Single-image stochastic inverse rendering of illumination and reflectance

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.331647Z

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 7f8402e8-f36f-4de2-96b3-0e0c87d3d9d6 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.187037Z

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 3c9ee0f5-154c-4f58-89ed-13b6295479f4 · outbound

This paper cites Revisiting deep intrinsic image decompositions.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Revisiting deep intrinsic image decompositions

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:35.079604Z

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 b20d5913-a25a-452f-9935-864448da64cd · outbound

This paper cites Intrinsic images by entropy minimization.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsic images by entropy minimization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.939540Z

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 4a3b13c4-6342-40a3-a32f-eacbab3ee1e4 · outbound

This paper cites Geowiz- ard: Unleashing the diffusion priors for 3d geometry estima- tion from a single image.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Geowiz- ard: Unleashing the diffusion priors for 3d geometry estima- tion from a single image

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.832093Z

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 1bc5b919-078f-4e46-a29b-a1731188e502 · outbound

This paper cites Deep parametric indoor lighting estimation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Deep parametric indoor lighting estimation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.689832Z

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 02c6d40c-8438-4442-b311-a7b34047111b · outbound

This paper cites Denoising diffu- sion probabilistic models.NeurIPS, 2020.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Denoising diffu- sion probabilistic models.NeurIPS, 2020

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:27.175596Z

Source-reported events for the cited work

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Observation b2cac318-e34d-4a2c-b11a-79cb03c934c8 · outbound

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

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering LoRA: Low-Rank Adaptation of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:27.294041Z

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Observation 0b9f1a15-da2d-450e-b75f-ae29f9665eee · outbound

This paper cites Repurpos- ing diffusion-based image generators for monocular depth estimation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Repurpos- ing diffusion-based image generators for monocular depth estimation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.568236Z

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 03566bc5-fde7-4482-a6ad-b27159d61dba · outbound

This paper cites In- trinsic image diffusion for single-view material estimation.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering In- trinsic image diffusion for single-view material estimation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.407128Z

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 2f02d4cd-9eff-41a6-822e-b02c82133a21 · outbound

This paper cites Shading annotations in the wild.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shading annotations in the wild

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.261703Z

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 b32bf043-b4d9-4d38-9f38-9cc213af5d89 · outbound

This paper cites Deep- light: Learning illumination for unconstrained mobile mixed reality.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Deep- light: Learning illumination for unconstrained mobile mixed reality

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:34.138104Z

Source-reported events for the cited work

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Observation 1c788a9d-0ee3-419e-b6cc-4f1eae92c037 · outbound

This paper cites In- verse rendering of translucent objects using physical and neural renderers.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering In- verse rendering of translucent objects using physical and neural renderers

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.911449Z

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 2833c9ed-cffe-42bd-98d2-15c0b83766d9 · outbound

This paper cites Inverse ren- dering for complex indoor scenes: Shape, spatially-varying lighting and svbrdf from a single image.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Inverse ren- dering for complex indoor scenes: Shape, spatially-varying lighting and svbrdf from a single image

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.759618Z

Source-reported events for the cited work

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Observation 12c2ae1f-74ab-40a4-ba84-c8b3de276d76 · outbound

This paper cites OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:27.759091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47e4bd87-51bd-4385-8796-86f6ff4f9c1b · outbound

This paper cites Physically-based editing of indoor scene lighting from a single image.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Physically-based editing of indoor scene lighting from a single image

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.616796Z

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 7b2f3ab1-1e74-44dc-805b-d481ede8bfcd · outbound

This paper cites Phyir: Physics-based inverse rendering for panoramic indoor images.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Phyir: Physics-based inverse rendering for panoramic indoor images

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.469202Z

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 453d383a-d0a4-4c86-a9e3-9886ae75e813 · outbound

This paper cites Multi-view inverse rendering for large-scale real- world indoor scenes.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Multi-view inverse rendering for large-scale real- world indoor scenes

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.333306Z

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 8f70bb55-59a3-4889-8799-06d305fe90e3 · outbound

This paper cites Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:04:30.227086Z

Source-reported events for the cited work

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Observation d34278eb-a7da-45a7-a75d-34ae45ba59ea · outbound

This paper cites Flow Matching for Generative Modeling.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Flow Matching for Generative Modeling

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:28.060822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfccf2a8-18ed-415e-8663-b7d38162f7a4 · outbound

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

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:28.115603Z

Source-reported events for the cited work

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Observation c3724f5f-5049-48e2-9c4f-e3fe7dac4374 · outbound

This paper cites Decoupled Weight Decay Regularization.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Decoupled Weight Decay Regularization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:28.186766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc7a5136-db65-4a21-b9f8-dc9bd51b1003 · outbound

This paper cites Intrinsicdiffusion: Joint in- trinsic layers from latent diffusion models.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsicdiffusion: Joint in- trinsic layers from latent diffusion models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.188536Z

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 604b13d9-9109-4881-9c1c-46678610a3a2 · outbound

This paper cites Fine-tuning image-conditional diffusion models is easier than you think.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Fine-tuning image-conditional diffusion models is easier than you think

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:33.036658Z

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 d0e1fafc-287b-4078-91c4-fd261a848aec · outbound

This paper cites Extracting triangular 3d models, materials, and lighting from images.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Extracting triangular 3d models, materials, and lighting from images

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:32.910453Z

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 dd447f2e-b22a-4687-a0ae-086c2235ce62 · outbound

This paper cites Inverse Neural Rendering for Explainable Multi-Object Tracking.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Inverse Neural Rendering for Explainable Multi-Object Tracking

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:04:30.041229Z

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 fa29f09d-d4e5-4087-a277-c94bdfe4b3a0 · outbound

This paper cites Scalable diffusion models with transformers.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Scalable diffusion models with transformers

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:32.761602Z

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 3dea6188-e80e-4ff0-90da-d93295714afa · outbound

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

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering DreamFusion: Text-to-3D using 2D Diffusion

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:28.531395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a995b9-e456-4d5e-933d-9118c3a9e9a7 · outbound

This paper cites Hypersim: A photorealistic syn- thetic dataset for holistic indoor scene understanding.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Hypersim: A photorealistic syn- thetic dataset for holistic indoor scene understanding

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:32.649606Z

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 d9388bb1-b4e2-4e37-a99a-adae2b7fa5c3 · outbound

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

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering High-resolution image syn- thesis with latent diffusion models

Reference 48

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Observation a3377f9e-f972-44aa-a56e-b3ee5a2e53d9 · outbound

This paper cites Neural inverse rendering of an indoor scene from a single image.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Neural inverse rendering of an indoor scene from a single image

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:32.436387Z

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Observation fa5f626a-7808-4402-8975-dce3fa7e21c5 · outbound

This paper cites Indoor segmentation and support inference from rgbd images.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Indoor segmentation and support inference from rgbd images

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:32.174087Z

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Observation 57f6bc02-b2e0-411a-942f-4189ee198900 · outbound

This paper cites DIODE: A Dense Indoor and Outdoor DEpth Dataset.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering DIODE: A Dense Indoor and Outdoor DEpth Dataset

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:28.873594Z

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Observation a2127e67-d557-431f-8de9-d6a3de97e253 · outbound

This paper cites Eclipse: Disam- biguating illumination and materials using unintended shad- ows.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Eclipse: Disam- biguating illumination and materials using unintended shad- ows

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:32.053709Z

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Observation 1d439d9d-f8aa-4d39-95e1-65cfbacfc778 · outbound

This paper cites Learning indoor inverse rendering with 3d spatially-varying lighting.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Learning indoor inverse rendering with 3d spatially-varying lighting

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:31.955625Z

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Observation b60aaa25-4260-429e-8101-ddf6c1919bb3 · outbound

This paper cites Depth anything: Unleashing the power of large-scale unlabeled data.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Depth anything: Unleashing the power of large-scale unlabeled data

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:29.097813Z

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Observation 970b7987-5cd1-49b2-9964-fefad3cf6f34 · outbound

This paper cites Depth Anything V2.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Depth Anything V2

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T20:04:29.186493Z

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Observation a9b4cbab-137e-4f74-a595-6f7ee1d05d26 · outbound

This paper cites Stablenormal: Reducing diffusion variance for stable and sharp normal.ACM Transactions on Graphics (TOG), 2024.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Stablenormal: Reducing diffusion variance for stable and sharp normal.ACM Transactions on Graphics (TOG), 2024

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:31.765547Z

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Observation e8184984-cc99-4835-a363-dda64a38647c · outbound

This paper cites Photoscene: Photorealistic mate- rial and lighting transfer for indoor scenes.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Photoscene: Photorealistic mate- rial and lighting transfer for indoor scenes

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:31.597969Z

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Observation 2c52d41a-b9cf-4c6e-b90a-6967a6b56b62 · outbound

This paper cites RGB↔X: Image decomposition and synthesis using material-and lighting-aware diffusion models.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering RGB↔X: Image decomposition and synthesis using material-and lighting-aware diffusion models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:31.413960Z

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Observation 2bfbb4cc-efe4-4afd-bae2-97ac17abae17 · outbound

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

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Adding conditional control to text-to-image diffusion models

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:31.264022Z

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Observation 1135260d-07b5-491b-877a-b4addbab2ab0 · outbound

This paper cites Unsupervised intrinsic image decompo- sition using internal self-similarity cues.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12):9669– 9686, 2021.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Unsupervised intrinsic image decompo- sition using internal self-similarity cues.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12):9669– 9686, 2021

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:31.090090Z

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Observation a5960727-9770-4c5e-aad9-496c171047c4 · outbound

This paper cites Learning-based inverse rendering of complex indoor scenes with differentiable monte carlo raytracing.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Learning-based inverse rendering of complex indoor scenes with differentiable monte carlo raytracing

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:30.928035Z

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Observation 58c0f2ab-0467-43bc-b5cb-097dd6530d8c · outbound

This paper cites Irisformer: Dense vision transform- ers for single-image inverse rendering in indoor scenes.

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Irisformer: Dense vision transform- ers for single-image inverse rendering in indoor scenes

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:30.765525Z

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Observation fe090253-7e61-4e09-941b-a5c6b8c924c0 · outbound

This paper cites Figure 14.More qualitative comparison of metallic estimation on the synthetic InteriorVerse dataset [61].

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Figure 14.More qualitative comparison of metallic estimation on the synthetic InteriorVerse dataset [61]

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:30.570940Z

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Observation fc50d31c-fdfa-48cb-a831-559e5d904e78 · outbound

This paper cites Figure 15.More qualitative comparison of roughness estimation on the synthetic InteriorVerse dataset [61].

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Figure 15.More qualitative comparison of roughness estimation on the synthetic InteriorVerse dataset [61]

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:04:30.407199Z

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Pith citing papers

Observation efb79d9e-670b-4dba-9403-240ab84c6d47 · inbound

InvSplat: Inverse Feed-Forward Scene Splatting cites this paper.

InvSplat: Inverse Feed-Forward Scene Splatting DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:38:33.180606Z

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