Paper Citation Record · LEDGER

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2512.18953.

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

pith.paper-citation-record.v1
2512.18953 v3

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T14:52:50.520512Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation edc201b4-f046-437b-85d4-63b307cf6cc0 · outbound

This paper cites A dataset-free approach for self-supervised learning of 3D re- flectional symmetries, 2025.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models A dataset-free approach for self-supervised learning of 3D re- flectional symmetries, 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.356187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edcb7297-982c-470a-b4ab-4302cb845b1e · outbound

This paper cites Turner, Eric Nalisnick, and Jos´e Miguel Hern´andez-Lobato.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Turner, Eric Nalisnick, and Jos´e Miguel Hern´andez-Lobato

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.407145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7455e3b2-1d32-42b4-b539-350ada69743b · outbound

This paper cites Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Mano- lis Savva, Shuran Song, Hao Su, Jianxiong Xiao, Li Yi, and Fisher Yu.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Mano- lis Savva, Shuran Song, Hao Su, Jianxiong Xiao, Li Yi, and Fisher Yu

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.447922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb6313a-17c4-4160-a671-0c82389cf086 · outbound

This paper cites Qi Charles, Hao Su, Mo Kaichun, and Leonidas J.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Qi Charles, Hao Su, Mo Kaichun, and Leonidas J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.493645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 686ee730-7f68-434c-949f-45912e9de7d9 · outbound

This paper cites AutoSweep: Recovering 3D Ed- itable Objects from a Single Photograph.IEEE Transactions on Visualization and Computer Graphics, 26(3):1466–1475,.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models AutoSweep: Recovering 3D Ed- itable Objects from a Single Photograph.IEEE Transactions on Visualization and Computer Graphics, 26(3):1466–1475,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.623791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9097b0-3f20-4bd2-be20-8bce3e01b359 · outbound

This paper cites Diop, Thierno Fall, Alioune Mbengue, and Mo- hamed Daoudi.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Diop, Thierno Fall, Alioune Mbengue, and Mo- hamed Daoudi

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.671292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 831e6c4a-14fd-49b7-9f8a-709438464a2e · outbound

This paper cites A Point Set Generation Network for 3D Object Reconstruction from a Single Image.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models A Point Set Generation Network for 3D Object Reconstruction from a Single Image

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.715594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab20881-de1f-428a-9339-8c3bb2547ae3 · outbound

This paper cites GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images, 2022.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images, 2022

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.755221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a7e362-b299-4df3-a7a9-5420cf4229ef · outbound

This paper cites Robust Symmetry Detection via Riemannian Langevin Dynamics.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Robust Symmetry Detection via Riemannian Langevin Dynamics

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.792335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c612e899-165d-44ba-a185-37cdece329c4 · outbound

This paper cites A fast and efficient 3D reflection symmetry detector based on neural networks.Multimedia Tools and Applications, 78(24):35471–35492, 2019.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models A fast and efficient 3D reflection symmetry detector based on neural networks.Multimedia Tools and Applications, 78(24):35471–35492, 2019

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.834573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76005c7-817e-4b2a-80c9-7629f1ed361a · outbound

This paper cites Andersson, Abhijith S.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Andersson, Abhijith S

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.889812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f59bd45-9458-4d4d-ab50-36937e0c352f · outbound

This paper cites SymmCD: Symmetry- Preserving Crystal Generation with Diffusion Models.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models SymmCD: Symmetry- Preserving Crystal Generation with Diffusion Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.914599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a173cc4-f5a0-4723-89f6-ab9f96bce805 · outbound

This paper cites Learning Part Generation and Assembly for Structure-Aware Shape Synthesis.Pro- ceedings of the AAAI Conference on Artificial Intelligence, 34(07):11362–11369, 2020.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Learning Part Generation and Assembly for Structure-Aware Shape Synthesis.Pro- ceedings of the AAAI Conference on Artificial Intelligence, 34(07):11362–11369, 2020

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.975853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2502b5bc-72b2-4ce4-8110-267ef0360168 · outbound

This paper cites An Adjustable Farthest Point Sampling Method for Approximately-sorted Point Cloud Data.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models An Adjustable Farthest Point Sampling Method for Approximately-sorted Point Cloud Data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:48.998012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565ce1c0-6ebe-49d8-b37b-83a7ecc31f75 · outbound

This paper cites an unresolved cited work.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.042214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7983710-0187-4220-b841-94dfb6544dea · outbound

This paper cites an unresolved cited work.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.086358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720c9af8-ad0a-4891-88dc-6f3d43fa7770 · outbound

This paper cites Point- V oxel CNN for Efficient 3D Deep Learning.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Point- V oxel CNN for Efficient 3D Deep Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.132204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ad23cf0-ed86-420f-844b-0a7de39750e0 · outbound

This paper cites Structure Preserving Diffusion Models, 2025.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Structure Preserving Diffusion Models, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.175535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 974c7ccd-ffb4-4fec-8203-fa726222940e · outbound

This paper cites Diffusion Probabilistic Models for 3D Point Cloud Generation.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Diffusion Probabilistic Models for 3D Point Cloud Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.240546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a381132c-0f76-4278-83e1-68069b798fa7 · outbound

This paper cites SLIDE: Controllable Mesh Genera- tion Through Sparse Latent Point Diffusion Models.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models SLIDE: Controllable Mesh Genera- tion Through Sparse Latent Point Diffusion Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.315673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58e9adc-d71b-4d7e-9408-8e320e7e8936 · outbound

This paper cites Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.342074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c91bac-7d38-482c-a3fc-f56170ef1d13 · outbound

This paper cites Mitra, Leonidas J.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Mitra, Leonidas J

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.387340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b35985d-a0be-4583-8bc6-69dc2e4db921 · outbound

This paper cites Mitra, Mark Pauly, Michael Wand, and Duygu Cey- lan.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Mitra, Mark Pauly, Michael Wand, and Duygu Cey- lan

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.441128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a896dc3-9eb5-4620-bbc1-55ac9770f880 · outbound

This paper cites A symmetry-aware alignment method for photogrammetric 3D models.ISPRS Journal of Photogrammetry and Remote Sensing, 204:184–208, 2023.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models A symmetry-aware alignment method for photogrammetric 3D models.ISPRS Journal of Photogrammetry and Remote Sensing, 204:184–208, 2023

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.461608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f8d821-f3a9-4690-8646-a06591421a58 · outbound

This paper cites XCube: Large-Scale 3D Generative Modeling using Sparse V oxel Hierarchies.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models XCube: Large-Scale 3D Generative Modeling using Sparse V oxel Hierarchies

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.504582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8002793-320e-4be8-9081-85dea0e9d290 · outbound

This paper cites TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.550503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af923019-85c9-4e21-88f9-343b22251abf · outbound

This paper cites Completing 3D ob- ject shape from one depth image.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Completing 3D ob- ject shape from one depth image

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.606399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2b580b-2585-4b57-9f41-eea3e8858d8c · outbound

This paper cites tree- gan: 3d point cloud generative adversarial network based on tree structured graph convolutions.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models tree- gan: 3d point cloud generative adversarial network based on tree structured graph convolutions

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.658380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30b307c-558a-4c7b-bc7d-da90998692b4 · outbound

This paper cites Symmetry Detection and Analysis of Chinese Paifang Using 3D Point Clouds.Symmetry, 13(11):2011,.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Symmetry Detection and Analysis of Chinese Paifang Using 3D Point Clouds.Symmetry, 13(11):2011,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.716422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199f1808-93eb-406e-b478-68683397f613 · outbound

This paper cites Behind the Looking-Glass: A Review on Human Symmetry Perception.Symmetry, 2(3): 1510–1543, 2010.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Behind the Looking-Glass: A Review on Human Symmetry Perception.Symmetry, 2(3): 1510–1543, 2010

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.843727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8ad3f7-eae1-4eaa-a641-df4efb9b7752 · outbound

This paper cites Qi, He Wang, and Leonidas J.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Qi, He Wang, and Leonidas J

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:49.963160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db4c404f-6bcc-454e-adba-26c799fcf646 · outbound

This paper cites Unsupervised Learning of Probably Symmetric Deformable 3D Objects From Images in the Wild.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Unsupervised Learning of Probably Symmetric Deformable 3D Objects From Images in the Wild

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.044551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33ca044-3eb8-48b3-9541-3589977cbf85 · outbound

This paper cites Partial intrinsic reflec- tional symmetry of 3D shapes.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Partial intrinsic reflec- tional symmetry of 3D shapes

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.091676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f54e19bd-d0b6-4780-abbc-89a3faa6500d · outbound

This paper cites A survey of deep learning-based 3D shape generation.Computational Visual Media, 9(3):407–442, 2023.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models A survey of deep learning-based 3D shape generation.Computational Visual Media, 9(3):407–442, 2023

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.143816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b138fb64-ca0d-4d76-8545-90ebf74785ac · outbound

This paper cites Lady- bird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Lady- bird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.181072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac0a76c9-79e3-44ca-9fef-d6b916bd93f5 · outbound

This paper cites PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.218568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc897b3d-6808-4155-b094-40d66be5ae75 · outbound

This paper cites SYM3D: Learning Symmetric Triplanes for Better 3D-Awareness of GANs, 2024.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models SYM3D: Learning Symmetric Triplanes for Better 3D-Awareness of GANs, 2024

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.271611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f80a7c-f3e4-4060-887d-8612bb9e29fe · outbound

This paper cites LION: Latent Point Diffusion Models for 3D Shape Generation.Advances in Neural Information Processing Systems, 35:10021–10039,.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models LION: Latent Point Diffusion Models for 3D Shape Generation.Advances in Neural Information Processing Systems, 35:10021–10039,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.314385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc4f06c-6192-4053-a880-c2814eefedff · outbound

This paper cites Barron, Yun-Ta Tsai, Rohit Pandey, Xiuming Zhang, Ren Ng, and David E.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Barron, Yun-Ta Tsai, Rohit Pandey, Xiuming Zhang, Ren Ng, and David E

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.371615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 212ede3d-81e9-46e4-a700-ead7a9481cbe · outbound

This paper cites Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose Estimation.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose Estimation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.397711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94294bef-ce64-40b3-a0e3-06ec4009af48 · outbound

This paper cites 3D Shape Gener- ation and Completion through Point-V oxel Diffusion.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models 3D Shape Gener- ation and Completion through Point-V oxel Diffusion

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.468660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd36465e-8421-4093-93d2-d92729051350 · outbound

This paper cites NeRD: Neural 3D Reflection Symmetry Detector.

Symmetry Matters: Auditing and Symmetrizing 3D Generative Models NeRD: Neural 3D Reflection Symmetry Detector

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:50.520512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.