Paper Citation Record · LEDGER

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization

As of 4 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2604.02785.

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

pith.paper-citation-record.v1
2604.02785 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T19:55:58.838374Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

45 of 45 outbound references displayed

verified exact2
verified fuzzy41
unresolved0
parse uncertain1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd9cb2f7-a5df-4770-b63e-d78231fd106c · outbound

This paper cites Cottrell, and Julian McAuley.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Cottrell, and Julian McAuley

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.637615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f07152a4-76e2-4ece-aeea-03f24002cdaf · outbound

This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Retinexformer: One-stage retinex- based transformer for low-light image enhancement

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.654095Z

Source-reported events for the cited work

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Observation 8179344c-5211-4d7c-b80a-2f3273f6a5d4 · outbound

This paper cites Simple Baselines for Image Restoration.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Simple Baselines for Image Restoration

Reference 3

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Observation 617047ce-ecc2-4e49-a174-335b2ec2938e · outbound

This paper cites Frequency-aware feature fusion for dense image prediction.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Frequency-aware feature fusion for dense image prediction

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.633673Z

Source-reported events for the cited work

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Observation e1410446-0158-4309-97f3-02a68c73c9b8 · outbound

This paper cites WWE-UIE: A wavelet & white balance efficient network for underwater image enhancement.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization WWE-UIE: A wavelet & white balance efficient network for underwater image enhancement

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.672270Z

Source-reported events for the cited work

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Observation 261ac8fd-3b5b-436e-af5d-50787dfd1fae · outbound

This paper cites Detecting moving objects, ghosts, and shad- ows in video streams.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Detecting moving objects, ghosts, and shad- ows in video streams

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.641271Z

Source-reported events for the cited work

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Observation 9f9db5af-578f-48bd-ae2d-491bfe01b45d · outbound

This paper cites Selective frequency network for image restoration.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Selective frequency network for image restoration

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.667053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 53688768-ed77-47d1-b898-57d1babfd901 · outbound

This paper cites Mambair: A simple baseline for im- age restoration with state-space model.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Mambair: A simple baseline for im- age restoration with state-space model

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.662861Z

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Observation 77f2fa8e-7cb2-4795-bd67-2265f9991c64 · outbound

This paper cites Shadowformer: global context helps shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Shadowformer: global context helps shadow removal

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.649559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation be5ae59b-d0aa-482f-ba4d-3f1beec7409d · outbound

This paper cites Shadowd- iffusion: When degradation prior meets diffusion model for shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Shadowd- iffusion: When degradation prior meets diffusion model for shadow removal

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.645145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 59210d1a-782b-42f1-95ba-255e5081c9b3 · outbound

This paper cites Zur theorie der orthogonalen funktionensys- teme.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Zur theorie der orthogonalen funktionensys- teme

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.658503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2495d5a9-4288-40f6-a94f-4afe1d434c1d · outbound

This paper cites Deep residual learning for image recognition.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Deep residual learning for image recognition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.617049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6c1a16b6-413f-48e1-9491-ac813edb1701 · outbound

This paper cites GANs trained by a two time-scale update rule converge to a local Nash equi- librium.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization GANs trained by a two time-scale update rule converge to a local Nash equi- librium

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.570089Z

Source-reported events for the cited work

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Observation 0bd5d87a-e3ae-4423-aeed-78e755843e63 · outbound

This paper cites Des3: Adaptive attention-driven self and soft shadow removal using vit similarity.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Des3: Adaptive attention-driven self and soft shadow removal using vit similarity

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.546089Z

Source-reported events for the cited work

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Observation e479def1-c045-412e-b987-6761a43f60ba · outbound

This paper cites Hinet: Deep image hiding by invertible network.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Hinet: Deep image hiding by invertible network

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.554970Z

Source-reported events for the cited work

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Observation 6f0b91a3-053d-4873-8bad-fd6ffa5f9e78 · outbound

This paper cites The retinex theory of color vision.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization The retinex theory of color vision

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.565709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9714b165-47b5-4a5d-ab5b-8a1c0252b78a · outbound

This paper cites Shadow removal via shadow image decomposition.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Shadow removal via shadow image decomposition

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.520108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 72617959-610a-4cc9-846f-30c43f45e961 · outbound

This paper cites Phasr: Generalized im- age shadow removal with physically aligned priors.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Phasr: Generalized im- age shadow removal with physically aligned priors

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.625374Z

Source-reported events for the cited work

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Observation a52beab1-a7bd-4250-b772-3b50da542705 · outbound

This paper cites Reflexsplit: Sin- gle image reflection separation via layer fusion-separation.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Reflexsplit: Sin- gle image reflection separation via layer fusion-separation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:58:12.225636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation add21a16-48da-410a-b70b-ea323b8ec2d3 · outbound

This paper cites Densesr: Image shadow removal as dense prediction.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Densesr: Image shadow removal as dense prediction

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.574279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a99ddd06-0ae2-4d5f-a4e2-be1a7e042352 · outbound

This paper cites Regional atten- tion for shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Regional atten- tion for shadow removal

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.542423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a5a0c530-3065-47fc-8b4a-a230ec9a3e1b · outbound

This paper cites Multi-level wavelet-CNN for image restoration.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Multi-level wavelet-CNN for image restoration

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.586168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation aa14e6ef-2ade-4139-a44c-877fae776730 · outbound

This paper cites Latent feature-guided diffusion models for shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Latent feature-guided diffusion models for shadow removal

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.613192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3efe7e10-2261-44d9-9b01-22dbe30453d0 · outbound

This paper cites DINOv3.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization DINOv3

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T19:58:12.228747Z

Source-reported events for the cited work

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Observation 5ceab09b-5818-4305-ad49-95d78a2682d2 · outbound

This paper cites Promptir: Prompting for all-in-one image restoration.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Promptir: Prompting for all-in-one image restoration

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.558870Z

Source-reported events for the cited work

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Observation 11272dba-b3ef-4be6-9876-5ebcfe76b813 · outbound

This paper cites Deshadownet: A multi-context embedding deep network for shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Deshadownet: A multi-context embedding deep network for shadow removal

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.602008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f7675b00-0a2d-4df1-8ae1-a2fb4548da47 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Learn- ing transferable visual models from natural language super- vision

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.621432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8c043ff9-f7d9-443a-9c8a-05674b68d57f · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization U-net: Convolutional networks for biomedical image segmentation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.578178Z

Source-reported events for the cited work

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Observation 59a711f2-1fd5-48bc-ac25-8727998211e6 · outbound

This paper cites U- Net: Convolutional networks for biomedical image segmen- tation.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization U- Net: Convolutional networks for biomedical image segmen- tation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.535046Z

Source-reported events for the cited work

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Observation f9fd85d2-a3ce-44c0-82ec-ca5405bcfc8d · outbound

This paper cites Removing shadows from images using color and near-infrared.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Removing shadows from images using color and near-infrared

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.609134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7c648c31-2c45-48cc-81db-c4c99c9a66f9 · outbound

This paper cites Molina-Bakhos, Danna Xue, Yixiong Yang, Maria Pilligua, Ramon Baldrich, Maria Vanrell, and Javier Vazquez-Corral.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Molina-Bakhos, Danna Xue, Yixiong Yang, Maria Pilligua, Ramon Baldrich, Maria Vanrell, and Javier Vazquez-Corral

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.581505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 769ecdb2-422b-470f-8f59-2815a79271fa · outbound

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CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Unresolved cited work

Reference 32

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Source-reported events for the cited work

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Observation f1f30be6-7890-4a80-96f7-d0426b6116c3 · outbound

This paper cites The shadow meets the mask: Pyramid-based shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization The shadow meets the mask: Pyramid-based shadow removal

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.528006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 902a3b10-3e90-404e-97e9-675034ce05b9 · outbound

This paper cites Towards image ambi- ent lighting normalization.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Towards image ambi- ent lighting normalization

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.589834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ccf65e95-281e-4462-82d4-690fb29c0ceb · outbound

This paper cites After the party: Navigating the mapping from color to ambient lighting.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization After the party: Navigating the mapping from color to ambient lighting

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.524622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation aaf47fe4-4171-4ac5-ac24-aa98c724a4d8 · outbound

This paper cites The second ambient lighting normalization challenge at NTIRE 2026.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization The second ambient lighting normalization challenge at NTIRE 2026

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.531466Z

Source-reported events for the cited work

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Observation cd3b426c-cf1a-4cef-8964-5d57d6341b89 · outbound

This paper cites Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.538872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 03ad3520-5859-4f31-8fdb-78c27e6d4961 · outbound

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

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Image quality assessment: from error visibility to structural similarity

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.551386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4a9c792b-b88a-4423-ae0b-683c3e7b1b55 · outbound

This paper cites Uformer: A gen- eral u-shaped transformer for image restoration.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Uformer: A gen- eral u-shaped transformer for image restoration

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.512340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6dfd9e93-6873-4b05-a4e6-eff065d8f89f · outbound

This paper cites Homoformer: Homogenized trans- former for image shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Homoformer: Homogenized trans- former for image shadow removal

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.605536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c69c1b2b-bd25-4e7d-8678-2aefbbb3c145 · outbound

This paper cites Omnisr: Shadow removal under direct and indirect lighting.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Omnisr: Shadow removal under direct and indirect lighting

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.593949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1ab43b00-9f08-49a1-96ed-b84a0fed78ef · outbound

This paper cites Detail-preserving latent diffusion for stable shadow removal.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Detail-preserving latent diffusion for stable shadow removal

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.598314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1ea21737-8b97-4090-9bb4-8b54ee3e9f6b · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Restormer: Efficient transformer for high-resolution image restoration

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.508552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ceabf22a-81f8-4588-a674-9bf25a5daefa · outbound

This paper cites Shadow re- mover: Image shadow removal based on illumination recov- ering optimization.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization Shadow re- mover: Image shadow removal based on illumination recov- ering optimization

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.516116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9bddd135-004a-483c-a524-5a6d57dda759 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization The unreasonable effectiveness of deep features as a perceptual metric

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T02:39:56.562351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.