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Paper Citation Record · LEDGER

{\Phi}eat: Physically Grounded Material Feature Representation

As of 10 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2511.11270.

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

pith.paper-citation-record.v1
2511.11270 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T22:16:16.825004Z

measured 59 of 59 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

59 of 59 outbound references displayed

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Outbound references

Observation 9ec93b77-e573-4fe2-97de-3de4d88d7fa4 · outbound

This paper cites Substance 3D Assets.https://substance3d.

{\Phi}eat: Physically Grounded Material Feature Representation Substance 3D Assets.https://substance3d

Reference 1

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Observation 2c9ef603-4379-420e-a1d1-4e3b85951ac2 · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture.

{\Phi}eat: Physically Grounded Material Feature Representation Self-supervised learning from images with a joint-embedding predictive architecture

Reference 2

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Observation 7be749b6-aad8-457f-a05d-473c30e79c58 · outbound

This paper cites Efficient self-supervised learning with contextualized target representations for vision, speech and language.

{\Phi}eat: Physically Grounded Material Feature Representation Efficient self-supervised learning with contextualized target representations for vision, speech and language

Reference 3

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Observation 151b8d22-09d4-4099-8de7-6d06e9e5d61e · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

{\Phi}eat: Physically Grounded Material Feature Representation BEiT: BERT Pre-Training of Image Transformers

Reference 4

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Observation 0bc2e9a0-b1bd-44a4-aeef-261af1ad41ea · outbound

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

{\Phi}eat: Physically Grounded Material Feature Representation Re- covering intrinsic scene characteristics.Comput

Reference 5

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Observation d4beca41-1e7d-4902-82b2-432b6f13f68e · outbound

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

{\Phi}eat: Physically Grounded Material Feature Representation Intrinsic images in the wild.ACM Transactions on Graphics (TOG), 33(4): 1–12, 2014

Reference 6

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Observation c3e9cc5e-53cb-401a-a242-f091ab786e58 · outbound

This paper cites An l 1 image trans- form for edge-preserving smoothing and scene-level intrinsic decomposition.ACM Transactions On Graphics (TOG), 34 (4):1–12, 2015.

{\Phi}eat: Physically Grounded Material Feature Representation An l 1 image trans- form for edge-preserving smoothing and scene-level intrinsic decomposition.ACM Transactions On Graphics (TOG), 34 (4):1–12, 2015

Reference 7

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Observation 078183b1-34c4-4fdd-97ce-0647c1e75f43 · outbound

This paper cites Matclip: Light-and shape-insensitive assignment of pbr material models.

{\Phi}eat: Physically Grounded Material Feature Representation Matclip: Light-and shape-insensitive assignment of pbr material models

Reference 8

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Observation f69f39b0-4856-4e26-9fa9-4e19714142ea · outbound

This paper cites Extending the disney brdf to a bsdf with in- tegrated subsurface scattering.

{\Phi}eat: Physically Grounded Material Feature Representation Extending the disney brdf to a bsdf with in- tegrated subsurface scattering

Reference 9

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Observation b5a4279b-d7fd-4361-b40d-5824b3f2947d · outbound

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

{\Phi}eat: Physically Grounded Material Feature Representation Intrinsic image decomposi- tion via ordinal shading.ACM Transactions on Graphics, 43 (1):1–24, 2023

Reference 10

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Observation 7f66265e-ca73-4827-b674-fc7ededa0ed5 · outbound

This paper cites Unsupervised learning of visual features by contrasting cluster assignments.Ad- vances in neural information processing systems, 33:9912– 9924, 2020.

{\Phi}eat: Physically Grounded Material Feature Representation Unsupervised learning of visual features by contrasting cluster assignments.Ad- vances in neural information processing systems, 33:9912– 9924, 2020

Reference 11

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Observation 0094fd13-bca4-421b-bd6f-4e14856ccc59 · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

{\Phi}eat: Physically Grounded Material Feature Representation Emerg- ing properties in self-supervised vision transformers

Reference 12

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Observation d49a6ba5-4804-485a-a5e6-d1f96d380ed5 · outbound

This paper cites A simple framework for contrastive learning of visual representations.

{\Phi}eat: Physically Grounded Material Feature Representation A simple framework for contrastive learning of visual representations

Reference 13

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Observation 6ed2e013-1848-42d8-b86d-a5aa3b6c0eab · outbound

This paper cites Exploring simple siamese rep- resentation learning.

{\Phi}eat: Physically Grounded Material Feature Representation Exploring simple siamese rep- resentation learning

Reference 14

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Observation f339132d-79fc-470f-8da2-d0ea740fbe41 · outbound

This paper cites Vision Transformers Need Registers.

{\Phi}eat: Physically Grounded Material Feature Representation Vision Transformers Need Registers

Reference 15

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source=pdf_text observed=2026-08-03T22:16:16.659046Z digest=sha256:625bed9397f473fe56db7db93e32d4172609e5912644a1d014c68304bd001790

Observation 4d1b6a4b-4195-4634-a165-12975ac3b911 · outbound

This paper cites Single-image svbrdf cap- ture with a rendering-aware deep network.ACM Transac- tions on Graphics (ToG), 37(4):1–15, 2018.

{\Phi}eat: Physically Grounded Material Feature Representation Single-image svbrdf cap- ture with a rendering-aware deep network.ACM Transac- tions on Graphics (ToG), 37(4):1–15, 2018

Reference 16

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Observation 698938a4-7dd9-4a26-b4e4-ffbbb6ceb06b · outbound

This paper cites Flexible SVBRDF capture with a multi-image deep network.

{\Phi}eat: Physically Grounded Material Feature Representation Flexible SVBRDF capture with a multi-image deep network

Reference 17

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Observation 0e9b9964-f6d2-42cc-924a-c257d2d01c8d · outbound

This paper cites The visual language of fabrics.ACM Transactions on Graphics (TOG), 42(4):1–15,.

{\Phi}eat: Physically Grounded Material Feature Representation The visual language of fabrics.ACM Transactions on Graphics (TOG), 42(4):1–15,

Reference 18

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Observation 88ef03fd-3a62-4103-bd91-ce5292dd5cda · outbound

This paper cites Unsuper- vised visual representation learning by context prediction.

{\Phi}eat: Physically Grounded Material Feature Representation Unsuper- vised visual representation learning by context prediction

Reference 19

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Observation 21c33f00-daf4-44aa-8c1a-708bc82de2e6 · outbound

This paper cites Are Large-scale Datasets Necessary for Self-Supervised Pre-training?.

{\Phi}eat: Physically Grounded Material Feature Representation Are Large-scale Datasets Necessary for Self-Supervised Pre-training?

Reference 20

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Observation e0130b81-dcd2-4b42-aaec-9c6a0e23ecff · outbound

This paper cites Intrinsic images by entropy minimization.

{\Phi}eat: Physically Grounded Material Feature Representation Intrinsic images by entropy minimization

Reference 21

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Observation bfd8a1b1-6c2f-4f20-a3c3-7e74b2f72325 · outbound

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

{\Phi}eat: Physically Grounded Material Feature Representation Deep inverse rendering for high-resolution svbrdf estimation from an arbitrary number of images.ACM Trans

Reference 22

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Observation d120d8a1-1b63-40ce-aac9-94a19c3d667e · outbound

This paper cites Intrinsic images by clustering.

{\Phi}eat: Physically Grounded Material Feature Representation Intrinsic images by clustering

Reference 23

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Observation 34d4c971-8287-4b8d-b909-00cb0ab9b3e4 · outbound

This paper cites A Survey on Intrinsic Images: Delv- ing Deep into Lambert and Beyond.International Journal of Computer Vision, 130(3):836–868, 2022.

{\Phi}eat: Physically Grounded Material Feature Representation A Survey on Intrinsic Images: Delv- ing Deep into Lambert and Beyond.International Journal of Computer Vision, 130(3):836–868, 2022

Reference 24

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Observation 8756c98b-26dd-40c7-8207-242c1d22918f · outbound

This paper cites Towards material digitization with a dual-scale op- tical system.ACM Transactions on Graphics (TOG), 42(4): 1–13, 2023.

{\Phi}eat: Physically Grounded Material Feature Representation Towards material digitization with a dual-scale op- tical system.ACM Transactions on Graphics (TOG), 42(4): 1–13, 2023

Reference 25

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Observation b5a7be39-cbd9-4ee9-a41a-4d9dd6c8dee0 · outbound

This paper cites Bootstrap your own latent-a new approach to self-supervised learning.Advances in neural information processing systems, 33:21271–21284, 2020.

{\Phi}eat: Physically Grounded Material Feature Representation Bootstrap your own latent-a new approach to self-supervised learning.Advances in neural information processing systems, 33:21271–21284, 2020

Reference 26

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Observation 5bfc924a-c16e-44bc-bfc3-03bfbb37d7ee · outbound

This paper cites Fine-Grained Spatially Varying Material Selection in Images.

{\Phi}eat: Physically Grounded Material Feature Representation Fine-Grained Spatially Varying Material Selection in Images

Reference 27

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Observation 75815c4a-0f46-41e1-bcf7-d59d932a89b1 · outbound

This paper cites Momentum contrast for unsupervised visual rep- 9 resentation learning.

{\Phi}eat: Physically Grounded Material Feature Representation Momentum contrast for unsupervised visual rep- 9 resentation learning

Reference 28

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Observation 41ec09df-5a8c-4b1e-a807-03c3f645d785 · outbound

This paper cites Masked autoencoders are scalable vision learners.

{\Phi}eat: Physically Grounded Material Feature Representation Masked autoencoders are scalable vision learners

Reference 29

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Observation 464d9979-f7f4-42cf-ad72-6c9c9864876d · outbound

This paper cites Determining lightness from an image.

{\Phi}eat: Physically Grounded Material Feature Representation Determining lightness from an image

Reference 30

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Observation e1182932-29f0-411f-bd7f-0fa32546123a · outbound

This paper cites In- trinsic image diffusion for indoor single-view material es- timation.

{\Phi}eat: Physically Grounded Material Feature Representation In- trinsic image diffusion for indoor single-view material es- timation

Reference 31

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Observation 4856b29e-561c-4db4-8815-6de674252d13 · outbound

This paper cites Lightness and retinex theory.Journal of the Optical society of America, 61(1):1– 11, 1971.

{\Phi}eat: Physically Grounded Material Feature Representation Lightness and retinex theory.Journal of the Optical society of America, 61(1):1– 11, 1971

Reference 32

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Observation f39530f3-afeb-4e5f-ba65-558ca5dbea87 · outbound

This paper cites A path towards autonomous machine intelli- gence version 0.9.

{\Phi}eat: Physically Grounded Material Feature Representation A path towards autonomous machine intelli- gence version 0.9

Reference 33

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Observation 82adc7fc-0999-4c5b-84ca-edef60113c87 · outbound

This paper cites Materials for masses: Svbrdf acquisition with a single mobile phone image.

{\Phi}eat: Physically Grounded Material Feature Representation Materials for masses: Svbrdf acquisition with a single mobile phone image

Reference 34

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Observation 8c9d4a63-d570-453b-a066-f29017efba63 · outbound

This paper cites Decoupled Weight Decay Regularization.

{\Phi}eat: Physically Grounded Material Feature Representation Decoupled Weight Decay Regularization

Reference 35

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Observation f1db2371-28e8-4af3-afe0-547179482682 · outbound

This paper cites Materia: Single image high- resolution material capture in the wild.

{\Phi}eat: Physically Grounded Material Feature Representation Materia: Single image high- resolution material capture in the wild

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Observation 5d7cb704-bfdc-46f2-ac07-10282a50b657 · outbound

This paper cites Unsupervised learning of visual representations by solving jigsaw puzzles.

{\Phi}eat: Physically Grounded Material Feature Representation Unsupervised learning of visual representations by solving jigsaw puzzles

Reference 37

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source=pdf_text observed=2026-08-03T22:16:16.742138Z digest=sha256:0de9e203370836feb5f9222857a3d5d57e35784d16a4145d8536958c4bebe91b

Observation 3c45e120-eda9-45f2-ab80-59b33543ae2e · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

{\Phi}eat: Physically Grounded Material Feature Representation Representation Learning with Contrastive Predictive Coding

Reference 38

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source=pdf_text observed=2026-08-03T22:16:16.745800Z digest=sha256:0bbac66fc5bc54348bc2a376fff8b1ba00607414cab6fbebcc01fd393435bd65

Observation 267286db-ef2f-4ef7-93fd-e44d37c692ca · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

{\Phi}eat: Physically Grounded Material Feature Representation DINOv2: Learning Robust Visual Features without Supervision

Reference 39

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source=pdf_text observed=2026-08-03T22:16:16.749888Z digest=sha256:30ae6208a6847ae7654fe9217b25fd6969c5e9228061f5d988fa2b517b1aeb38

Observation bc9cd83c-3ba6-44b4-9738-bb69ab60bcc6 · outbound

This paper cites Context encoders: Feature learning by inpainting.

{\Phi}eat: Physically Grounded Material Feature Representation Context encoders: Feature learning by inpainting

Reference 40

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source=pdf_text observed=2026-08-03T22:16:16.753816Z digest=sha256:e96e278aae2400ca8845051a9a702dd7d1ca47cb04c6a17d9262f7e0ce50b7f9

Observation d0002303-9968-43ed-ab6a-becfd3e11b6b · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

{\Phi}eat: Physically Grounded Material Feature Representation Learning transferable visual models from natural language supervi- sion

Reference 41

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source=pdf_text observed=2026-08-03T22:16:16.757397Z digest=sha256:cf40987651d952ce8cd8de8e77e002bdd277523b785b805962bcd7ac58179ade

Observation dc7f7ad2-9d4b-4cc0-b1f3-a27b6b27d7f8 · outbound

This paper cites Textile: A differentiable metric for texture tileability.

{\Phi}eat: Physically Grounded Material Feature Representation Textile: A differentiable metric for texture tileability

Reference 42

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source=pdf_text observed=2026-08-03T22:16:16.761132Z digest=sha256:826cc7b66539030e10ad8001058d2678a92fcf76437a907568d814dbe5c86a7a

Observation 00916e0d-bf7a-4bdc-8e3f-0c0f699fec10 · outbound

This paper cites Silhouettes: a graphical aid to the inter- pretation and validation of cluster analysis.Journal of com- putational and applied mathematics, 20:53–65, 1987.

{\Phi}eat: Physically Grounded Material Feature Representation Silhouettes: a graphical aid to the inter- pretation and validation of cluster analysis.Journal of com- putational and applied mathematics, 20:53–65, 1987

Reference 43

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source=pdf_text observed=2026-08-03T22:16:16.764672Z digest=sha256:42e301b2729d29e9bb475a9a7fc879f7bbc8ab7f6334177b7ecf4ed2361b21ac

Observation b7c1a968-8630-4ebb-aef9-1677e5bde9ee · outbound

This paper cites Sfsnet: Learning shape, reflectance and illuminance of facesin the wild’.

{\Phi}eat: Physically Grounded Material Feature Representation Sfsnet: Learning shape, reflectance and illuminance of facesin the wild’

Reference 44

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source=pdf_text observed=2026-08-03T22:16:16.768451Z digest=sha256:85b98bf610e9ca19d465eff30a3969180acbd9eecbbe1a7837a041b45aa36dab

Observation 0b67283b-39bf-4e45-952a-411d74044bb3 · outbound

This paper cites The effect of shape and illumination on material perception: model and applications.ACM Trans.

{\Phi}eat: Physically Grounded Material Feature Representation The effect of shape and illumination on material perception: model and applications.ACM Trans

Reference 45

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source=pdf_text observed=2026-08-03T22:16:16.772556Z digest=sha256:ad82b2acd23ae80b0c60cfbe1991345416ef9f24595145e49fd434fe8f72618f

Observation ed548a14-1e91-46d0-89c7-2c4cc51bfa1e · outbound

This paper cites Materialistic: Se- lecting similar materials in images.ACM Transactions on Graphics, 42(4), 2023.

{\Phi}eat: Physically Grounded Material Feature Representation Materialistic: Se- lecting similar materials in images.ACM Transactions on Graphics, 42(4), 2023

Reference 46

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source=pdf_text observed=2026-08-03T22:16:16.776085Z digest=sha256:75f41f5f3a7e712208bd4f909a316eff15da08a455106f56e2c2477dbec9da0b

Observation 33026173-d370-480f-8593-2471f4cd13cc · outbound

This paper cites Neural face editing with intrinsic image disentangling.

{\Phi}eat: Physically Grounded Material Feature Representation Neural face editing with intrinsic image disentangling

Reference 47

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source=pdf_text observed=2026-08-03T22:16:16.779676Z digest=sha256:b880309e645011ebbba20b2a54c40da1f06cae2fc407ae4c36126644a111e61b

Observation 64af748a-f9e2-4b95-bfba-45e178038f68 · outbound

This paper cites DINOv3.

{\Phi}eat: Physically Grounded Material Feature Representation DINOv3

Reference 48

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source=pdf_text observed=2026-08-03T22:16:16.783061Z digest=sha256:baf573e069c3d42cf0406539147c788308d0155a96722fb6431cc2e1b9c90073

Observation 2c0d6844-7692-4b69-8927-477bf439821f · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063,.

{\Phi}eat: Physically Grounded Material Feature Representation Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063,

Reference 49

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source=pdf_text observed=2026-08-03T22:16:16.786787Z digest=sha256:21351511a40c36ecf7fd83e7f1758921be30acf9aa906cfb10631d5516786e5b

Observation 9ad71809-ffd2-45df-9c5f-4b2dc4212b66 · outbound

This paper cites Trowbridge and K.

{\Phi}eat: Physically Grounded Material Feature Representation Trowbridge and K

Reference 50

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source=pdf_text observed=2026-08-03T22:16:16.791599Z digest=sha256:bc333de561d26ccdc63e4f7555b9a0e2acf0d0dc6073af880afdf1b6222e3b25

Observation 73d30299-b397-4231-af5f-1cc5492f3c9d · outbound

This paper cites Matsynth: A modern pbr materials dataset.

{\Phi}eat: Physically Grounded Material Feature Representation Matsynth: A modern pbr materials dataset

Reference 51

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source=pdf_text observed=2026-08-03T22:16:16.795675Z digest=sha256:fbe88e6abcf51b00cfe43e46486fda407d515ffa3079bc2d4dfc05800b98745c

Observation 09dee3a5-2748-4ed2-abb9-0a5483391a5c · outbound

This paper cites Surfacenet: Adversarial svbrdf estimation from a sin- gle image.

{\Phi}eat: Physically Grounded Material Feature Representation Surfacenet: Adversarial svbrdf estimation from a sin- gle image

Reference 52

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source=pdf_text observed=2026-08-03T22:16:16.799241Z digest=sha256:e043fd8a8a913d38f796d058eadfbfc34321f432c314bf77fe8d7fd3a48c3f2f

Observation 415b27b6-ecee-4ca9-bab9-96ff1622ae9c · outbound

This paper cites Controlmat: A controlled generative approach to material capture.ACM Transactions on Graphics, 43(5): 1–17, 2024.

{\Phi}eat: Physically Grounded Material Feature Representation Controlmat: A controlled generative approach to material capture.ACM Transactions on Graphics, 43(5): 1–17, 2024

Reference 53

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source=pdf_text observed=2026-08-03T22:16:16.803129Z digest=sha256:2af318407e01705fef3ae6a297ad973acf2cb7af8461f626358cd9b87d927b78

Observation 87c79b15-b204-40cb-8f75-e91fc2d58cb6 · outbound

This paper cites Terrain traversability prediction through self- supervised learning and unsupervised domain adaptation on synthetic data.Autonomous Robots, 48(2):4, 2024.

{\Phi}eat: Physically Grounded Material Feature Representation Terrain traversability prediction through self- supervised learning and unsupervised domain adaptation on synthetic data.Autonomous Robots, 48(2):4, 2024

Reference 54

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source=pdf_text observed=2026-08-03T22:16:16.806827Z digest=sha256:c1ffeee96d3687e20c106578ef07273118ab3497e929cbe0aab2a6c6fb95b8c8

Observation f897151d-c6ec-44e2-b30c-e1af031dd702 · outbound

This paper cites Microfacet models for refraction through rough surfaces.

{\Phi}eat: Physically Grounded Material Feature Representation Microfacet models for refraction through rough surfaces

Reference 55

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source=pdf_text observed=2026-08-03T22:16:16.810537Z digest=sha256:a11c7f096c13faddfc563371bc99343fbd9ddd6c914c08403fc2353f1c47fbe7

Observation 1e032946-76f4-48a4-86ec-d19b55dc4e0a · outbound

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

{\Phi}eat: Physically Grounded Material Feature Representation RGB↔X: Image decomposition and synthe- sis using material- and lighting-aware diffusion models

Reference 56

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source=pdf_text observed=2026-08-03T22:16:16.813983Z digest=sha256:8e78e272acca7a5953c8a142098930f3bf4f05701aa60e54035d46d9714e6409

Observation 749a63d7-1e5b-4695-9951-651072de96be · outbound

This paper cites Colorful image colorization.

{\Phi}eat: Physically Grounded Material Feature Representation Colorful image colorization

Reference 57

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source=pdf_text observed=2026-08-03T22:16:16.817579Z digest=sha256:7884f844427e8cf59e62e1741ade715b97d1526d32824c0ad9a2ee9c53979d6c

Observation e90c9954-0f70-4f11-96ec-c237a06dd746 · outbound

This paper cites iBOT: Image BERT Pre-Training with Online Tokenizer.

{\Phi}eat: Physically Grounded Material Feature Representation iBOT: Image BERT Pre-Training with Online Tokenizer

Reference 58

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source=pdf_text observed=2026-08-03T22:16:16.821190Z digest=sha256:f040eb617634dcbe74a37d6c20d2fcc6aeae7dc58e65ac671d2690df9a5fc14b

Observation 54769eff-a9ba-48e4-8b79-696a19f721fd · outbound

This paper cites Adversarial single-image svbrdf estimation with hybrid training.

{\Phi}eat: Physically Grounded Material Feature Representation Adversarial single-image svbrdf estimation with hybrid training

Reference 59

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source=pdf_text observed=2026-08-03T22:16:16.825004Z digest=sha256:d1a29e3b38d9debf8237b7bfc5ae6e376d4b356770d3a00dc9226e02eeb44385

Pith citing papers

No inbound Pith citation observations are available.