Pith. sign in

Paper Citation Record · LEDGER

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection

As of 12 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2412.13461.

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

pith.paper-citation-record.v1
2412.13461 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:10:42.257186Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:53:44.196356Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact12
  • verified fuzzy3
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b15151fd-f069-4515-94f8-682041430941 · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 1

Resolution
verified exact
raw_fallback, observed 2026-08-11T13:10:43.580356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.812892Z digest=sha256:b8c2490a5af9996c3047ab6d1cedee88647321cdeb0d3db3b117c1057147b5aa

Observation ee466dd6-e6d1-4176-93a7-96d42b03ff85 · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.910899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.825339Z digest=sha256:dd8830057e3d3466b7d6c94fee062d60584653d5f012fb07b191c83a057b6255

Observation c1af834b-6e81-4005-b3a2-e005a61896f0 · outbound

This paper cites Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:43.394579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.834560Z digest=sha256:9b01bd4a9cde8beb5f3240993e3d8f5a47139c7f135090eaf83b32f0c3b97f08

Observation 0b51bb90-626f-4f05-a57f-7228f4a702d8 · outbound

This paper cites Looking 3D: Anomaly Detection with 2D-3D Alignment.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Looking 3D: Anomaly Detection with 2D-3D Alignment

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:43.363442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.841071Z digest=sha256:49420e9ba94b2224a7b57f64d580f6b933a0f4104b2f7d70c40d89c357c42896

Observation f732f2ab-15e2-4e5e-aeb5-7ec786d5bbc8 · outbound

This paper cites PointJEM: Self-supervised Point Cloud Understanding for Reducing Feature Redundancy via Joint Entropy Maximization.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection PointJEM: Self-supervised Point Cloud Understanding for Reducing Feature Redundancy via Joint Entropy Maximization

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:43.330958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.849299Z digest=sha256:6f54947bfb2cbf681d7482e3624b19c9aac841e3001815a966e1b69ea06882fd

Observation 04221802-c830-4ec1-95bd-cd169d0e76c1 · outbound

This paper cites Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.858629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.858629Z digest=sha256:ede9c8f284678357afc93802c4c3575316a956cde3032d37b6851b077b3d7b43

Observation bbfe98ab-5296-4435-9f1c-183b4fc7fd6c · outbound

This paper cites ShapeNet: An Information-Rich 3D Model Repository.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection ShapeNet: An Information-Rich 3D Model Repository

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.865580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.865580Z digest=sha256:858e15100a12ab04613960845334dd0dc90aabe2d2b794b3afe31727ffc3e310

Observation 5a6cb023-435d-4412-a89f-34f03af51a64 · outbound

This paper cites C.; See, S.; and Li, H.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection C.; See, S.; and Li, H

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:10:43.889118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.873525Z digest=sha256:0c68bfa64267a2218cda0ff97f0363a1c058410b60f472f01881178e7d01c08b

Observation c949fabb-391b-4db8-82d4-bb0d4b3f7b9c · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.861980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.880896Z digest=sha256:fb8d86a11b8f9da9e133368f4f46c389a365666149ac946edf3e58847896730a

Observation 0e9f60ec-5f20-486c-8e6e-72fd50cf2d8b · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.834853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.890142Z digest=sha256:d7862cde2fd4f0c037f35b1bd0a9892fb33680b765d4159f49faf2e88c93f8a6

Observation 47b2746b-5d53-4799-88c2-154b9142461e · outbound

This paper cites Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.899762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.899762Z digest=sha256:fd37329949abc497f3bf77a0112af24c303546c5eab1cbf98476acb48700026b

Observation f474fb85-3139-4a7d-b852-8912685cffbd · outbound

This paper cites CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.911235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.911235Z digest=sha256:e88eb9183f4450b79504b4c85e4675789d4541cbb67d14eecff579d27461850d

Observation 7ff20194-998a-42d7-a8d7-5e40f1285de5 · outbound

This paper cites Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.922166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.922166Z digest=sha256:5f0ad7cec6191f0540f1745ec90d2c9782e609cd4aeac25ae60a980386df2b53

Observation d3b8b57a-38d2-4bbe-96c7-73d5a4db9b6d · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Semi-Supervised Classification with Graph Convolutional Networks

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.933728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.933728Z digest=sha256:8a2e3a0f101321fa6ec4e41e5ffe9e23b890d98a4d4a24965fbc260958f9d435

Observation c014f82e-ce13-4d9f-a269-9fdfb1661acb · outbound

This paper cites SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:43.078634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.942898Z digest=sha256:07fbc0ff2de7970bfd1573e2563dcff68c22e4bf007598e1bbbfff957e0fcee4

Observation f91f7fc9-5fbe-4478-90cd-acadc60e020a · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.808780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.949801Z digest=sha256:806f6c0c022851aa4e758cfa56ba03da46316b887dfa71dc6951bb73abd61046

Observation 8695b823-92ed-4045-80ce-e4dd68b8a606 · outbound

This paper cites Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.956818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.956818Z digest=sha256:d7c15101e9176d298f834a7fb6325345930d6f7ebf368689b0b985143846c83a

Observation dde0660b-01c1-422f-bd13-9a2324275874 · outbound

This paper cites Real3D-AD: A Dataset of Point Cloud Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Real3D-AD: A Dataset of Point Cloud Anomaly Detection

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:41.973218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:41.973218Z digest=sha256:da66c20f92017c69250bd29aa38ccc4c5e2e8a37b9b0b8d0077cac59f43cbf37

Observation 1b226fe9-3ab5-46fe-a508-aae4676fcbe6 · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.781780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.982800Z digest=sha256:14e32265e7ce519f7d58d970c1244d2a37aa879f72a9ba96e15d3ab99a87a53c

Observation 109797d3-4ea3-4b47-81c0-709207112ad0 · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.750196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.991667Z digest=sha256:f8cc4c3dd6bbfd2b594f71b5a97473b80babe2bd45267ba237a1bfa122031876

Observation 3af4da31-6948-468e-8205-5886dbe9f125 · outbound

This paper cites Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.001314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.001314Z digest=sha256:d4f272ac609b87c27452363371ee74134345e782d93878f1b0c7d16da06dbabd

Observation ef4bd962-7d6b-4dfa-8e32-f37e666ce3c9 · outbound

This paper cites Masked Autoencoders for Point Cloud Self-supervised Learning.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Masked Autoencoders for Point Cloud Self-supervised Learning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.008442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.008442Z digest=sha256:4047f6e82f879ec0814d5c3dbb94aeb89bdb8feec3adb6ec004756c924984e69

Observation 2af9cc98-d0ee-4aff-ad26-42fcf2ffb84b · outbound

This paper cites Excision And Recovery: Visual Defect Obfuscation Based Self-Supervised Anomaly Detection Strategy.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Excision And Recovery: Visual Defect Obfuscation Based Self-Supervised Anomaly Detection Strategy

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.909063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.014248Z digest=sha256:c46aaa8ef9b70acaa434a7740328cc24e7c669a47d928d4f4cf962d2c7164197

Observation 09f05be3-34d1-47f8-a927-42431217e872 · outbound

This paper cites PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.021385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.021385Z digest=sha256:8f3b0916f156d952a8652f832e105c4a08aeadff4b011fb7e8cc499b61683b46

Observation 2436a719-6945-44ce-93ad-2b81c0d17f98 · outbound

This paper cites Volumetric and Multi-View CNNs for Object Classification on 3D Data.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Volumetric and Multi-View CNNs for Object Classification on 3D Data

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.026639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.026639Z digest=sha256:fac292cf14bb5c4129733d152071ea376b9bf63c23198ba8865b129b2942ad8e

Observation 30678f38-7eb8-48ab-90ed-3d68402ec83f · outbound

This paper cites PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.039452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.039452Z digest=sha256:fa06e0fc862737d39f62e65d02e807b1d0acb9c4379fe2385d34c7fd45844859

Observation 82459200-4c3e-4474-a76b-4c88c227fd24 · outbound

This paper cites Towards Total Recall in Industrial Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Towards Total Recall in Industrial Anomaly Detection

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.046080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.046080Z digest=sha256:f5dc2af47f1847dd98013e28ca5f159a8e89dd3b62c81931278c677095c19b2e

Observation 158c2f14-547e-4119-8235-c2527f52803a · outbound

This paper cites Asymmetric Student-Teacher Networks for Industrial Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Asymmetric Student-Teacher Networks for Industrial Anomaly Detection

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.748459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.057934Z digest=sha256:25ea73cf235f7609cd6f668eb091a7f44dc8eb135f803fc1fee22bcc935923ab

Observation 6b2bf52e-b47c-45be-ac7c-c0b95c4a3a72 · outbound

This paper cites B.; Blodow, N.; and Beetz, M.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection B.; Blodow, N.; and Beetz, M

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:10:43.724331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.067584Z digest=sha256:4225d74c62d56cca616f38ba1240ba2f1e593e0c634095078bf0adce3017ab61

Observation 8f2bf21e-ba7e-468e-acab-585fbc531f20 · outbound

This paper cites Attribute Compression of 3D Point Clouds Using Laplacian Sparsity Optimized Graph Transform.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Attribute Compression of 3D Point Clouds Using Laplacian Sparsity Optimized Graph Transform

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.720339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.079389Z digest=sha256:df9c54f5eee4ec0759d20688e7e5989a7c1ea2e2c34687dcb2499f1e1e24e0b5

Observation b19738df-6186-483e-83bf-5fd2f38c235c · outbound

This paper cites Systematic Review: Anomaly Detection in Connected and Autonomous Vehicles.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Systematic Review: Anomaly Detection in Connected and Autonomous Vehicles

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.680601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.089419Z digest=sha256:53551df3c853bdb80b3b30b9b85fcd4b0ca35b402123ed944397362218ec48aa

Observation 49ed2c34-e7bf-4858-8344-3bfc5674371d · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.695957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.100299Z digest=sha256:b891a0593ba5955b2491c61ae37a6a3fcf6ff30b9cabf980cd50ac656af14da7

Observation ff198ec8-a6a4-4529-871e-ad7dcf9a11f4 · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.110081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.110081Z digest=sha256:2b3417c184725dc5e32a716019615279610c611553726cdedbcd886eadeefac6

Observation 3b4c79a2-e08b-4bb9-9edc-0d9367752e72 · outbound

This paper cites Self-supervised Feature Adaptation for 3D Industrial Anomaly Detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Self-supervised Feature Adaptation for 3D Industrial Anomaly Detection

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.125624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.125624Z digest=sha256:d4048cc5a6424a5f5e1e1557209e1a52dce43adfecf2145c7b13eee610223d77

Observation b36d6d92-f735-4542-81e0-94c5191f7e24 · outbound

This paper cites Multimodal Industrial Anomaly Detection via Hybrid Fusion.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Multimodal Industrial Anomaly Detection via Hybrid Fusion

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.580102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.136879Z digest=sha256:db9ba7e999e3177c33b45aa3b20247cf470c1b24a8dd44dec37b219ea858f46c

Observation 00f92d5f-a663-49cd-9281-c65e6803c347 · outbound

This paper cites Point Transformer V3: Simpler, Faster, Stronger.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Point Transformer V3: Simpler, Faster, Stronger

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.145741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.145741Z digest=sha256:f3a4e5b12abc7aaff53260deb20abc4395763db10d90e8b0d80992c785f99c13

Observation 4ad94216-c0e2-4a0f-8744-c91ea19c8e68 · outbound

This paper cites 3D ShapeNets: A Deep Representation for Volumetric Shapes.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection 3D ShapeNets: A Deep Representation for Volumetric Shapes

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.152143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.152143Z digest=sha256:28b9390058c58750a4608a22f519c4d7bbb9f61419f31badb12e17a5717c858f

Observation 84ae21db-24d5-41b4-8dde-85282127acde · outbound

This paper cites Reconstruction Student with Attention for Student-Teacher Pyramid Matching.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Reconstruction Student with Attention for Student-Teacher Pyramid Matching

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.157856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.157856Z digest=sha256:3af4dc7c4e73e4aad105cdbc0401c209a11bf97d8742e7afb07f751d68f54b96

Observation a3ef1858-f07e-496a-834b-c90ceae02a68 · outbound

This paper cites G.; Ceylan, D.; Shen, I.-C.; Yan, M.; Su, H.; Lu, C.; Huang, Q.; Sheffer, A.; and Guibas, L.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection G.; Ceylan, D.; Shen, I.-C.; Yan, M.; Su, H.; Lu, C.; Huang, Q.; Sheffer, A.; and Guibas, L

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:10:43.666809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.172460Z digest=sha256:ca0b9d5433f5c8282c60fec832a89b3cf2a6d87ab71d17c632d36aa73090f0ef

Observation 045bc9d6-b9ca-49a0-a474-f570dcd63f07 · outbound

This paper cites an unresolved cited work.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:10:43.641179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.178942Z digest=sha256:18ce9627d8c15f294760ac85f5919f823696d605333037254e71d13aa21ee86b

Observation 5a82800a-f2cf-4aaf-88ad-9fbb07d4a23f · outbound

This paper cites DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.449202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.192283Z digest=sha256:cfad3b56e6baabd6ed836371b984aeb1255b0abfc44ccec95ffbd9b65d6a8f51

Observation 0f1caf2d-f561-482c-9de0-8e1c83015637 · outbound

This paper cites Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:10:42.410906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.205710Z digest=sha256:de4263308f89caddda699363cc4ca3ac410e4dd00851857ea0e1bed616082722

Observation 07c9f9b7-63d0-422b-86a4-eacda2f08ce5 · outbound

This paper cites 3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection 3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.218092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.218092Z digest=sha256:00adf7f5b8b55fb91600b9be6617bd894384577e877e6b6d5e7cee141e613eda

Observation b562399c-171d-4f79-8fd2-cececc1de0ef · outbound

This paper cites Point Transformer.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Point Transformer

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.232328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.232328Z digest=sha256:bb8f2d4e023d73442868e29517bebedfed5f259705612643e1ec47cdd1cd29ae

Observation 5a29ef75-bb50-40b5-abef-d20c364ad664 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection , " * write output.state after.block = add.period write newline

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.242051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.242051Z digest=sha256:621a8edc524da9d878bb4b86f1191300ba028834cfdd8371af7b5b0d6d092745

Observation 9e4472b5-6239-435e-8baa-3e1bfd099ddc · outbound

This paper cites write newline.

Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection write newline

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T13:10:42.257186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.257186Z digest=sha256:241b03f32788e28ca0b3f9df8197cd15a74a66d0795d02d0ffa4d492f9333d0f

Pith citing papers

Observation efd731a3-4a11-4f1d-b067-2fc91120e9be · inbound

Learning Discriminative Signed Distance Functions from Multi-scale Level-of-detail Features for 3D Anomaly Detection cites this paper.

Learning Discriminative Signed Distance Functions from Multi-scale Level-of-detail Features for 3D Anomaly Detection Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-12T11:01:30.673408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-07T17:57:53.482855Z digest=sha256:e679e33de20490fd7fd195b096928258738c306629063133c932bde67070d4a7

Observation 5d66e546-fd4e-4d99-95c3-98a781b2c872 · inbound

Learning Discriminative Signed Distance Functions from Multi-scale Level-of-detail Features for 3D Anomaly Detection cites this paper.

Learning Discriminative Signed Distance Functions from Multi-scale Level-of-detail Features for 3D Anomaly Detection Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-09T05:55:31.299028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-08T19:20:50.624344Z digest=sha256:45bb87484dbb6f1bdcb4456c723dedf192ffcf040fa409f280378c33068698f8

Observation 7a90016e-345c-4f42-b3e5-92d4f97dc55b · inbound

Anomaly Factory 3D: A Modular Framework for Diverse Pseudo-Anomaly Synthesis in Unsupervised 3D Anomaly Detection cites this paper.

Anomaly Factory 3D: A Modular Framework for Diverse Pseudo-Anomaly Synthesis in Unsupervised 3D Anomaly Detection Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:54:21.161016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T07:53:44.196356Z digest=sha256:5dda5ac4d252a14ed87431b29362cfa25e9c4176556f1efc951e59e22e5c0cd4