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Paper Citation Record · LEDGER

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

As of 18 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 4 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 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:58:18.129255Z

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.812892Z digest=sha256:52fdf04d26bdfd4efdf4881e4d75fe1bc8e9aee04d33f399b95afdd1e5070d2c

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.825339Z digest=sha256:5d72594d18d4f7e1b4002379099215ff081b2ebd77f2943547019b6c58911a02

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.834560Z digest=sha256:d6f1446ceaf107cf5688b58f46bbc96ed4240047569d0657939e6405c11b56b7

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.841071Z digest=sha256:af6e741a38a56fd14f91d919df563a85c192a0195c7b34e08e0cf2401d9cc496

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.849299Z digest=sha256:defa10412eb39952fdcac2bd749660ebf2cc21d41038335adffb29b9d49c6155

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:ce8f28e03b2610be0974bad1571ac3f20af7897dab310eeea4c28baf3996be41

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=sha256:4f37bdfb157c72734a31123ca3314c0354fd42c1bed56bde2c4864f31aad2384

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.873525Z digest=sha256:40c07e8b8214f5b434e655793818b35b57bf680d7d44fbe8c01b9a99e77e3efc

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.880896Z digest=sha256:cb5c10c5ed401e101a048fa51672c4f16a8d123d2c7aad2f3389bf9d08353a92

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.890142Z digest=sha256:e41ed665764161031d0e9a543622592bb8dd7cd50143e3cdc66ba5d190571217

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:f801a3d5b21056ade656c78bb94dbbba0d21ccf38cef7cdc4c48f07bffb44105

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:ce62a6d7796154d4c607e3eaa071999745503d4fb8a6f688bf2c3e8e07e08ca7

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=sha256:4d0d55b306756e149019484645ef295c7a5fd1cb8e4d206027aa98fd0e6e3858

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=sha256:06bd4a531bf75268ee52a16c162fb50580c4aad05c525fcf3b963189b73229ff

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.942898Z digest=sha256:cfa729f8087db342a50ca602b55870debf47ba4261b75a7a83a239931134cec2

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.949801Z digest=sha256:57871b0ba0ac250977998a8a08947cd5f0f8e42183c4ec3bedf413b73058b168

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=sha256:7e08ba1aafcf8b0799f385af8b3b7c959b9a7798541f112cc45c1d3f3ad3fed3

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=sha256:49c7d1953f19524424a6aced76cfe0ed056467aea3d8d6966ea81ad1da435a96

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.982800Z digest=sha256:ecc13ebc6b437151029af0e9848286b878c0db62bb0aa35201e8080c20a5fcbb

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:41.991667Z digest=sha256:23afc9c62dbdaa68021b1a64f6c26c3fd684c42215160ea43da416236640658c

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=sha256:4538e2c5f3b72cea16a4b6728d2d228e6d96a71625330f3c412e0687a62b8401

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=sha256:93acc185123141d248f640212d24c2357fa4bbaf0da7b5477339e78a57558cdc

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.014248Z digest=sha256:7c15138901cc71a43f4f1211e8984b041f35389b2576798b7b9911a7f3ea1ea7

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=sha256:20eff1ea691a51861c617771f26ccc0fe9dd777a67863a9199118f3b58a7654c

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:f022ccf30c2f9c6eac76728a02916a2f286e78f4a68d2dfdd335546d6ffc7ffd

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=sha256:6db5698a89c0f7fd8198b1c5dfc2d359d1df3d974434a9800c631b1311b186b1

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:ea9041d4b840f7e756c7af1d45ca3bcf1fa27e4ff4e1a2a19a1f35f557b69528

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.057934Z digest=sha256:6fa9fbcd59f786103578aa9faf43e83787714d62cd294bbe82272bb32e4a389a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.067584Z digest=sha256:902f1b4fac8af57962ab4bfa7245d3a15b0fd34b55302e0857dcf5ef2ed6c17a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.079389Z digest=sha256:3913c35482550b7842230c9f28d2748b02342e341fa6917beb25fb323bc0c2f5

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.089419Z digest=sha256:32dd981a8e390e59fcc67dec3eee5f643573ab66d2495a9e132541280023519d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.100299Z digest=sha256:a1b2bb17712187a9d13ec3071281e0331097c53e2a591ba68e0a14ce40f7f5cc

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=sha256:456a2454985585e4312d5ae4b4da202d8d91dfd1c3f449357b796dc54d0c7de6

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=sha256:6785319606481539950b16c8ab80329cc7434a27e54453556297620ffd236d36

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.136879Z digest=sha256:675ec8ef9f2f950545ef27c8e45b9f0151cc4f25a0996caf82809bf44119cc69

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.145741Z digest=sha256:8bb91c2fd00f92ac0dcd40e5954398ed609355fc709b1ae06140c3dadd98fb0c

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.152143Z digest=sha256:7eb94de1e0bf8b550fabfd495354d49a7524b831fcf8e391eae8e0049b49fac9

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:10:42.157856Z digest=sha256:b5bde43e5a01ff2214a7e7b18974ce416998fecfaaef3522301137f0cd472d97

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.172460Z digest=sha256:2ab1727bd25b24ea4158e79f1adeae858caba705f42e52dd8d89be17ac795066

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.178942Z digest=sha256:adbcb558984fbe438ff98427cce0847b787156fdcd73017d3a65fca089cd9406

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.192283Z digest=sha256:704e2dccb48302a7a37efa4d190e298f6c3f6b36927465419e10aa0bb97b6f1a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T13:10:42.205710Z digest=sha256:b42a66b8b6684155492417ea3ae0f36caf1844bdf3ab1a5cbf64c8aed7bdc31d

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=sha256:0ffc33fd93c9434c6a2c0ab42c396bd1754cf9141620997746109eba8aa7ebfd

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=sha256:9a3bcd358ac2aa4d25c897846885d1a7f219eac7d98322a7b60d7c55c5904ff0

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=sha256:607355a1360b948c9f17fa8dc53a6fc21cb68d49fecd53e2beb261bcf89552f9

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=sha256:131d4c51c122f1e2ee0c0f10d0ca02f97efdec81b85220ce7ed510b601b59699

Pith citing papers

Observation 6bb2c446-baca-47cb-ba62-5c5f8617bf5e · inbound

Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection cites this paper.

Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T22:58:18.129255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:58:18.129255Z digest=sha256:6df247c1827e64a5c7b7c2a0fd5b30ad93658a4942301a81ccee9ded8820ead3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-07T17:57:53.482855Z digest=sha256:82801242ccc025a1b81cf99b1e395f84ec38610bdb534f230ef32bb13c4e510b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T19:20:50.624344Z digest=sha256:63e53b844f87a9b20116738e3d3f7e6610e1b5383d9f61bf04ec30ae8df593b7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-30T07:53:44.196356Z digest=sha256:cafd7e544d6e724bc0e5c87ba47c16567a17067d0d93c58a842e4fe8be953d1d