Paper Citation Record · LEDGER

A Neural Quality Metric for BRDF Models

As of 24 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2508.02131.

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

pith.paper-citation-record.v1
2508.02131 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:15:42.812236Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact16
verified fuzzy6
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f0006fd-485f-42e1-871c-bec527963537 · outbound

This paper cites Layer Normalization.

A Neural Quality Metric for BRDF Models Layer Normalization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T05:15:42.033273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d2d842e-f89c-4e82-b464-88903b2c11c0 · outbound

This paper cites An Adaptive BRDF Fitting Metric.

A Neural Quality Metric for BRDF Models An Adaptive BRDF Fitting Metric

Reference 2

Resolution: verified exact; doi, observed 2026-08-06T05:15:43.244201Z

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 5d6b4bd1-4c46-4843-abae-37474fb4c71e · outbound

This paper cites genBRDF: discovering new analytic BRDFs with genetic programming.

A Neural Quality Metric for BRDF Models genBRDF: discovering new analytic BRDFs with genetic programming

Reference 3

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:45.191839Z

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 509f004d-cb19-479e-a7a0-fbc0a430bca4 · outbound

This paper cites Acquisition and Validation of Spectral Ground Truth Data for Predictive Rendering of Rough Surfaces.

A Neural Quality Metric for BRDF Models Acquisition and Validation of Spectral Ground Truth Data for Predictive Rendering of Rough Surfaces

Reference 4

Resolution: verified exact; doi, observed 2026-08-06T05:15:43.205559Z

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 dfbfc217-0caa-4b09-a465-c82a43da255c · outbound

This paper cites An Adaptive Parameterization for Efficient Material Acqui- sition and Rendering.

A Neural Quality Metric for BRDF Models An Adaptive Parameterization for Efficient Material Acqui- sition and Rendering

Reference 5

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:44.922209Z

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 dbe1bf53-f901-49b0-a80e-35b0e1c4e680 · outbound

This paper cites Material Fingerprinting: Identifying and Predicting Perceptual Attributes of Material Appearance.

A Neural Quality Metric for BRDF Models Material Fingerprinting: Identifying and Predicting Perceptual Attributes of Material Appearance

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-08-06T05:15:44.698700Z

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 b3090098-3532-4536-ba71-880b2b1500c0 · outbound

This paper cites Toward a Perceptually Based Metric for BRDF Modeling.

A Neural Quality Metric for BRDF Models Toward a Perceptually Based Metric for BRDF Modeling

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T05:15:43.167852Z

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 373563f7-ecb9-49d0-80fa-5520e8fa17c1 · outbound

This paper cites Perceptually Motivated BRDF Comparison using Single Image.

A Neural Quality Metric for BRDF Models Perceptually Motivated BRDF Comparison using Single Image

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T05:15:43.127091Z

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 cf2c754b-56ff-4a6c-86a4-8c06de728d83 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

A Neural Quality Metric for BRDF Models Gaussian Error Linear Units (GELUs)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T05:15:42.293137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2959917c-c36f-494a-9fa1-d6d926ba5071 · outbound

This paper cites Perceived Quality of BRDF Models.

A Neural Quality Metric for BRDF Models Perceived Quality of BRDF Models

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T05:15:43.076645Z

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 04d6b243-87b2-402d-9a0b-4eb45e503283 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Neural Quality Metric for BRDF Models Adam: A Method for Stochastic Optimization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:15:45.344643Z

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 615e310a-43d9-4b11-b229-2e7a5d67232c · outbound

This paper cites A similarity measure for material appearance.

A Neural Quality Metric for BRDF Models A similarity measure for material appearance

Reference 12

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:44.466584Z

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 a4ced1f5-c641-41cd-9667-40a7d47a62c7 · outbound

This paper cites Perceptual quality of BRDF approximations: dataset and metrics.

A Neural Quality Metric for BRDF Models Perceptual quality of BRDF approximations: dataset and metrics

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T05:15:42.999394Z

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 e8bb20e6-4e38-4918-b6af-fa27ca77a907 · outbound

This paper cites A method for the solution of certain nonlinear problems in least squares.

A Neural Quality Metric for BRDF Models A method for the solution of certain nonlinear problems in least squares

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:15:45.327962Z

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 16a529f2-761d-4d99-b7d8-af5b9cff25d5 · outbound

This paper cites Image-Difference Prediction: From Grayscale to Color.

A Neural Quality Metric for BRDF Models Image-Difference Prediction: From Grayscale to Color

Reference 15

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:44.275117Z

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 93bb319f-9d83-4491-8da4-7256a4c8b8c4 · outbound

This paper cites BRDF models for accurate and efficient rendering of glossy surfaces.

A Neural Quality Metric for BRDF Models BRDF models for accurate and efficient rendering of glossy surfaces

Reference 16

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:44.087440Z

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 4a8484ff-1891-48e8-88a0-43e2217cbd81 · outbound

This paper cites HDR-VDP-2: A calibrated visual metric for visibility and quality predictions in all luminance conditions.

A Neural Quality Metric for BRDF Models HDR-VDP-2: A calibrated visual metric for visibility and quality predictions in all luminance conditions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:15:45.307594Z

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 355f6362-429a-4918-a137-dd851b2c3d45 · outbound

This paper cites An algorithm for least-squares estimation of nonlinear parameters.

A Neural Quality Metric for BRDF Models An algorithm for least-squares estimation of nonlinear parameters

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:15:45.285530Z

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 46b5178f-b416-4234-bf53-d688582a42e3 · outbound

This paper cites A Data-Driven Reflectance Model.

A Neural Quality Metric for BRDF Models A Data-Driven Reflectance Model

Reference 19

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:43.886881Z

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 2f2434d6-fe87-44fb-b381-d47426ee7d98 · outbound

This paper cites Experimental Analysis of BRDF Models.

A Neural Quality Metric for BRDF Models Experimental Analysis of BRDF Models

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T05:15:42.915426Z

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 e72f0af2-c86e-4712-a24f-26e9b29ed3c0 · outbound

This paper cites Geometrical Considerations and Nomenclature for Reflectance.

A Neural Quality Metric for BRDF Models Geometrical Considerations and Nomenclature for Reflectance

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:15:45.266479Z

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 bc0c1dbf-edb3-4470-b4b6-56833fb641e9 · outbound

This paper cites On Optimal, Minimal BRDF Sampling for Reflectance Acquisition.

A Neural Quality Metric for BRDF Models On Optimal, Minimal BRDF Sampling for Reflectance Acquisition

Reference 22

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:43.718047Z

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 ee971c21-9dc4-4391-be24-59a24354d9b1 · outbound

This paper cites A New Change of Variables for Efficient BRDF Representation.

A Neural Quality Metric for BRDF Models A New Change of Variables for Efficient BRDF Representation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:15:45.246272Z

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 d526749d-f344-491d-9d69-e3a71306e063 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

A Neural Quality Metric for BRDF Models Image quality assessment: from error visibility to structural similarity

Reference 24

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T05:15:43.546412Z

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.