Paper Citation Record · LEDGER

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training

As of 23 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.18385.

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

pith.paper-citation-record.v1
2507.18385 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:18:04.933424Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy41
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f7a1cc3-73eb-4afd-a5e8-583c66566c0e · outbound

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

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Total relighting: Learning to relight portraits for background replacement,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.506044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6529089d-0b49-4fcf-8b28-525897d4a001 · outbound

This paper cites Single-image full-body human relighting,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Single-image full-body human relighting,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.493392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f418317b-ca86-4e79-a2d8-5b7b160f8195 · outbound

This paper cites All-frequency Full-body Human Image Relighting.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training All-frequency Full-body Human Image Relighting

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:18:04.983823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 08da4c68-7424-46b7-a955-03daf3603813 · outbound

This paper cites Scaling in-the-wild training for diffusion-based illumination harmonization and editing by imposing consistent light transport,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Scaling in-the-wild training for diffusion-based illumination harmonization and editing by imposing consistent light transport,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.478443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f1d7c14-5b16-4e78-8a6c-98d7e7f61e86 · outbound

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

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Switchlight: Co-design of physics-driven architecture and pre-training framework for human portrait relighting,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.466929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 95bfd148-49ea-45d9-a713-02f2eee60323 · outbound

This paper cites Real-time rendering,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Real-time rendering,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.454538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation befbd2dd-ed3c-4b36-ba7b-7ada0fb9d6fd · outbound

This paper cites [Online].

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training [Online]

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:04.787900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb55a452-9d7c-46ca-b139-9c8629a6d17a · outbound

This paper cites Photorealistic monocular 3d reconstruction of humans wearing clothing,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Photorealistic monocular 3d reconstruction of humans wearing clothing,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.433062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 78add0d9-2178-4ef1-a361-b3d63a83f164 · outbound

This paper cites Unsupervised learning for intrinsic image decomposition from a single image,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Unsupervised learning for intrinsic image decomposition from a single image,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.421059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 206031e1-cb37-43fe-92c1-263e6c4804c9 · outbound

This paper cites Single image portrait relighting,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Single image portrait relighting,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.410124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 71bba996-26ec-4077-8b7b-2166932300f3 · outbound

This paper cites Learning to reconstruct shape and spatially-varying reflectance from a single image,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Learning to reconstruct shape and spatially-varying reflectance from a single image,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.398004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation da98bf33-ef45-4c05-a9bf-0fdde6c2f3ba · outbound

This paper cites Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.386244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1f7a872e-4998-4b51-9b45-878b39c57115 · outbound

This paper cites Single-image svbrdf capture with a rendering-aware deep network,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Single-image svbrdf capture with a rendering-aware deep network,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.374368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66684c41-8d43-4199-8c7b-9b5f6a2c8251 · outbound

This paper cites Highlight-aware two-stream network for single-image svbrdf acquisi- tion,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Highlight-aware two-stream network for single-image svbrdf acquisi- tion,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.362768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 70446ba9-8fbf-452f-aac0-fa692a2d6cea · outbound

This paper cites PhySG: Inverse rendering with spherical gaussians for physics-based material editing and relighting,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training PhySG: Inverse rendering with spherical gaussians for physics-based material editing and relighting,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.351700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 372d99c6-e0e6-4e04-977e-49eb399f37d9 · outbound

This paper cites Neilf: Neural incident light field for physically-based material estimation,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Neilf: Neural incident light field for physically-based material estimation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.340433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43d6ee78-68ef-4944-9e25-7001d616e444 · outbound

This paper cites Efficient reflectance capture with a deep gated mixture-of-experts,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Efficient reflectance capture with a deep gated mixture-of-experts,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.329559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b5b59ac-fca7-432a-9552-e9e2fd5e30f5 · outbound

This paper cites Frost-brdf: A fast and robust optimal sampling technique for brdf acquisition,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Frost-brdf: A fast and robust optimal sampling technique for brdf acquisition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.318957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bcfd5be4-b371-42a9-ae84-9baeccdfd4d6 · outbound

This paper cites Dpcs: Path tracing-based differ- entiable projector-camera systems,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Dpcs: Path tracing-based differ- entiable projector-camera systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.307218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c577ead-14ef-4aff-b86f-367a5bfb13e4 · outbound

This paper cites Neural reconstruction of relightable human model from monocular video,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Neural reconstruction of relightable human model from monocular video,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.295805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f7cd1710-4f37-45ec-8913-3593c361e13d · outbound

This paper cites Nerfactor: Neural factorization of shape and reflectance under an unknown illumination,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Nerfactor: Neural factorization of shape and reflectance under an unknown illumination,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.284426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d739468-f128-46bb-a59d-db242001f305 · outbound

This paper cites Modeling surface appearance from a single photograph using self-augmented convolutional neural networks,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Modeling surface appearance from a single photograph using self-augmented convolutional neural networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.272746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 54374bca-aa68-4a58-a173-2b92e50448e2 · outbound

This paper cites Look-ahead training with learned reflectance loss for single-image svbrdf estimation,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Look-ahead training with learned reflectance loss for single-image svbrdf estimation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.259774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c09298dd-72c2-4097-8313-184dfeebdca7 · outbound

This paper cites Deep inverse rendering for high-resolution svbrdf estimation from an arbitrary number of images,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Deep inverse rendering for high-resolution svbrdf estimation from an arbitrary number of images,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.248560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5e14bfdd-6f8b-4f00-9ffd-cd4c83ce9004 · outbound

This paper cites Materialgan: Reflectance capture using a generative svbrdf model,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Materialgan: Reflectance capture using a generative svbrdf model,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.236727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 10cd490d-1661-473a-90f6-55262ab542d1 · outbound

This paper cites Modeling indirect illumination for inverse rendering,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Modeling indirect illumination for inverse rendering,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.224206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 364f62d6-65a1-4c69-84ed-f12a45994523 · outbound

This paper cites Relightify: Relightable 3d faces from a single image via diffusion models,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Relightify: Relightable 3d faces from a single image via diffusion models,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.211661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3bddf9cb-6fcf-49f4-aa87-7aff8d7e49de · outbound

This paper cites Tensoir: Tensorial inverse rendering,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Tensoir: Tensorial inverse rendering,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.198593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f19c07c2-f268-4ebb-91cd-699da1c88533 · outbound

This paper cites Tensorf: Tensorial radiance fields,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Tensorf: Tensorial radiance fields,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.186051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d645c877-a72e-4299-9b0e-731c11c58687 · outbound

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

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Nerd: Neural reflectance decomposition from image collections,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.173062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9826fe9f-bb4c-4102-a321-4d571aa0b504 · outbound

This paper cites Extracting Triangular 3D Models, Materials, and Lighting From Images,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Extracting Triangular 3D Models, Materials, and Lighting From Images,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.160406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 585abe87-1f07-4669-b930-ffa041d7ac5e · outbound

This paper cites Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:04.878142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6203175b-e12d-4f79-9a0e-e9f3d6eadb6e · outbound

This paper cites Avatarme++: Facial shape and brdf inference with photo- realistic rendering-aware gans,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Avatarme++: Facial shape and brdf inference with photo- realistic rendering-aware gans,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.148544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c622d64-5840-43bb-9a93-a07c7a334fbe · outbound

This paper cites Avatarme: Realistically renderable 3d facial reconstruction.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Avatarme: Realistically renderable 3d facial reconstruction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.135851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a5920b13-10e5-4cb2-83b7-c79aaab0f921 · outbound

This paper cites Portrait lighting transfer using a mass transport approach,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Portrait lighting transfer using a mass transport approach,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.123299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f153789-5618-4ed2-83f1-d1a8f462b65b · outbound

This paper cites Relit-neulf: Efficient novel view synthesis with neural 4d light field,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Relit-neulf: Efficient novel view synthesis with neural 4d light field,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.106193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a8ab5876-7d5b-46ba-8c36-45cada0190a0 · outbound

This paper cites High- res facial appearance capture from polarized smartphone images,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training High- res facial appearance capture from polarized smartphone images,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.087559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5fb8cd23-de9c-484c-bb6f-d2513db3c76c · outbound

This paper cites Relighting4d: Neural relightable human from videos,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Relighting4d: Neural relightable human from videos,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.074512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e9614064-5cba-4f61-b396-dcb37aa306ff · outbound

This paper cites Relightable and animatable neural avatar from sparse-view video,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Relightable and animatable neural avatar from sparse-view video,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.062748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e287771b-8029-479e-87de-47225f6c3b5b · outbound

This paper cites HDR environment images,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training HDR environment images,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.049799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0e905c23-ca99-4a9b-b6e6-7303e846d7b8 · outbound

This paper cites Renderpeople,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Renderpeople,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.036739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f832896-e740-444a-901e-e28ef7b1bb36 · outbound

This paper cites Gatis, 2020.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Gatis, 2020

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.023364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7a1bee2e-32ee-40f0-a6e0-678e78808c39 · outbound

This paper cites Physically-based shading at disney,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Physically-based shading at disney,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:05.008997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dbaebc96-a2d6-4c60-bf74-c5efeb94a8ee · outbound

This paper cites Tensorflow: a system for large-scale machine learning,.

HumanMaterial: Human Material Estimation from a Single Image via Progressive Training Tensorflow: a system for large-scale machine learning,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:04.997388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.