Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:04:29.823666Z
Paper Citation Record · LEDGER
As of 14 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:04:29.823666Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T15:31:09.652739Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T15:38:33.178640Z
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a01ee13c-f800-4b7b-934e-6664c5f1c46a · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Rethinking inductive biases for surface normal estimation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6e344139-534c-4132-baf6-d5ee5711a941 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Cold diffusion: Inverting arbitrary im- age transforms without noise.NeurIPS, 36, 2023
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7b7dd74d-fdf1-43c5-ac5f-8d95166a3e09 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shape, albedo, and illumination from a single image of an unknown object
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 608b709c-9cbe-4ab3-9e65-d2ca06d88e95 · outbound
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
Source-reported events for the cited work
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Observation 34ddf9ef-dbc0-4ee2-88ec-ff9a528e070f · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Re- covering intrinsic scene characteristics.Comput
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 691086b2-b579-49d3-91ac-90dc3eed2a58 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Joint learn- ing of intrinsic images and semantic segmentation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0768eb07-b202-489d-b63c-365098b52892 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c1d12b43-3fa3-4f9c-9891-7fba281ff60d · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Nerd: Neural reflectance decomposition from image collections
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7f3ffa6a-4072-44d9-887e-8b3d5fa26060 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4aba74d1-b851-477c-9691-aebc86fed6c6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 69b3aebe-0d57-4278-b69d-e9b3d10f7a4d · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsic harmonization for illumination-aware image com- positing
Reference 11
Source-reported events for the cited work
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Observation 3de4517c-2bcc-4fa5-a82e-d1e2e9e5ebdd · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shape from shading for robotic ma- nipulation
Reference 12
Source-reported events for the cited work
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Observation 47ceca96-ee3f-434e-b52a-29a03bbd9869 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsicanything: Learning diffusion priors for inverse rendering under unknown illumi- nation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ffac1c8e-736a-4ae8-9450-0d14270d5494 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fec46b31-2116-4a2c-9076-2d85a3daa145 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Differentiable point-based inverse rendering
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bb21cce7-6269-45d4-b0f6-3bee7d84be6d · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Pie-net: Pho- tometric invariant edge guided network for intrinsic image decomposition
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c2b0ddfc-0c6f-4618-b3f9-a5ea0f5b2b1b · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Idtransformer: Transformer for intrinsic image decom- position
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7aacac6b-0af7-403d-9e28-016e9b1c5af4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45e815fc-4281-4506-bd38-999c77d9968e · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Diffusion reflectance map: Single-image stochastic inverse rendering of illumination and reflectance
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7f8402e8-f36f-4de2-96b3-0e0c87d3d9d6 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Scaling recti- fied flow transformers for high-resolution image synthesis
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3c9ee0f5-154c-4f58-89ed-13b6295479f4 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Revisiting deep intrinsic image decompositions
Reference 21
Source-reported events for the cited work
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Observation b20d5913-a25a-452f-9935-864448da64cd · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsic images by entropy minimization
Reference 22
Source-reported events for the cited work
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Observation 4a3b13c4-6342-40a3-a32f-eacbab3ee1e4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1bc5b919-078f-4e46-a29b-a1731188e502 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Deep parametric indoor lighting estimation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 02c6d40c-8438-4442-b311-a7b34047111b · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Denoising diffu- sion probabilistic models.NeurIPS, 2020
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2cac318-e34d-4a2c-b11a-79cb03c934c8 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering LoRA: Low-Rank Adaptation of Large Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b9f1a15-da2d-450e-b75f-ae29f9665eee · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Repurpos- ing diffusion-based image generators for monocular depth estimation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 03566bc5-fde7-4482-a6ad-b27159d61dba · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering In- trinsic image diffusion for single-view material estimation
Reference 28
Source-reported events for the cited work
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Observation 2f02d4cd-9eff-41a6-822e-b02c82133a21 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Shading annotations in the wild
Reference 29
Source-reported events for the cited work
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Observation b32bf043-b4d9-4d38-9f38-9cc213af5d89 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Deep- light: Learning illumination for unconstrained mobile mixed reality
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1c788a9d-0ee3-419e-b6cc-4f1eae92c037 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering In- verse rendering of translucent objects using physical and neural renderers
Reference 31
Source-reported events for the cited work
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Observation 2833c9ed-cffe-42bd-98d2-15c0b83766d9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 12c2ae1f-74ab-40a4-ba84-c8b3de276d76 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47e4bd87-51bd-4385-8796-86f6ff4f9c1b · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Physically-based editing of indoor scene lighting from a single image
Reference 34
Source-reported events for the cited work
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Observation 7b2f3ab1-1e74-44dc-805b-d481ede8bfcd · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Phyir: Physics-based inverse rendering for panoramic indoor images
Reference 35
Source-reported events for the cited work
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Observation 453d383a-d0a4-4c86-a9e3-9886ae75e813 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Multi-view inverse rendering for large-scale real- world indoor scenes
Reference 36
Source-reported events for the cited work
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Observation 8f70bb55-59a3-4889-8799-06d305fe90e3 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering
Reference 37
Source-reported events for the cited work
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Observation d34278eb-a7da-45a7-a75d-34ae45ba59ea · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Flow Matching for Generative Modeling
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfccf2a8-18ed-415e-8663-b7d38162f7a4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3724f5f-5049-48e2-9c4f-e3fe7dac4374 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Decoupled Weight Decay Regularization
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc7a5136-db65-4a21-b9f8-dc9bd51b1003 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Intrinsicdiffusion: Joint in- trinsic layers from latent diffusion models
Reference 41
Source-reported events for the cited work
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Observation 604b13d9-9109-4881-9c1c-46678610a3a2 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Fine-tuning image-conditional diffusion models is easier than you think
Reference 42
Source-reported events for the cited work
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Observation d0e1fafc-287b-4078-91c4-fd261a848aec · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Extracting triangular 3d models, materials, and lighting from images
Reference 43
Source-reported events for the cited work
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Observation dd447f2e-b22a-4687-a0ae-086c2235ce62 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Inverse Neural Rendering for Explainable Multi-Object Tracking
Reference 44
Source-reported events for the cited work
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Observation fa29f09d-d4e5-4087-a277-c94bdfe4b3a0 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Scalable diffusion models with transformers
Reference 45
Source-reported events for the cited work
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Observation 3dea6188-e80e-4ff0-90da-d93295714afa · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering DreamFusion: Text-to-3D using 2D Diffusion
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3a995b9-e456-4d5e-933d-9118c3a9e9a7 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Hypersim: A photorealistic syn- thetic dataset for holistic indoor scene understanding
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d9388bb1-b4e2-4e37-a99a-adae2b7fa5c3 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering High-resolution image syn- thesis with latent diffusion models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3377f9e-f972-44aa-a56e-b3ee5a2e53d9 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Neural inverse rendering of an indoor scene from a single image
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fa5f626a-7808-4402-8975-dce3fa7e21c5 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Indoor segmentation and support inference from rgbd images
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 57f6bc02-b2e0-411a-942f-4189ee198900 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering DIODE: A Dense Indoor and Outdoor DEpth Dataset
Reference 51
Source-reported events for the cited work
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Observation a2127e67-d557-431f-8de9-d6a3de97e253 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Eclipse: Disam- biguating illumination and materials using unintended shad- ows
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d439d9d-f8aa-4d39-95e1-65cfbacfc778 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Learning indoor inverse rendering with 3d spatially-varying lighting
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b60aaa25-4260-429e-8101-ddf6c1919bb3 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Depth anything: Unleashing the power of large-scale unlabeled data
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 970b7987-5cd1-49b2-9964-fefad3cf6f34 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Depth Anything V2
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9b4cbab-137e-4f74-a595-6f7ee1d05d26 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e8184984-cc99-4835-a363-dda64a38647c · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Photoscene: Photorealistic mate- rial and lighting transfer for indoor scenes
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2c52d41a-b9cf-4c6e-b90a-6967a6b56b62 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2bfbb4cc-efe4-4afd-bae2-97ac17abae17 · outbound
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering Adding conditional control to text-to-image diffusion models
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1135260d-07b5-491b-877a-b4addbab2ab0 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a5960727-9770-4c5e-aad9-496c171047c4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 58c0f2ab-0467-43bc-b5cb-097dd6530d8c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fe090253-7e61-4e09-941b-a5c6b8c924c0 · outbound
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
Source-reported events for the cited work
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Observation fc50d31c-fdfa-48cb-a831-559e5d904e78 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation efb79d9e-670b-4dba-9403-240ab84c6d47 · inbound
InvSplat: Inverse Feed-Forward Scene Splatting DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.