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Paper Citation Record · LEDGER

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field

As of 22 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2412.19015.

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

pith.paper-citation-record.v1
2412.19015 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T01:03:44.991250Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

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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

47 of 47 outbound references displayed

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External citation measurements

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Outbound references

Observation dea99a11-dd9e-4140-b8e7-456c39c41fad · outbound

This paper cites Deep learning,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Deep learning,

Reference 1

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Observation 40b0d2e9-56e0-4ad5-a8c7-11794ba347d1 · outbound

This paper cites Decision fusion networks for image classification,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Decision fusion networks for image classification,

Reference 2

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Observation 2215b60b-7073-4cae-ac45-066859e582f1 · outbound

This paper cites Deep learning for 3d point clouds: A survey,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Deep learning for 3d point clouds: A survey,

Reference 3

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Observation ad34b4d8-dc26-459d-a718-dfa4264b3535 · outbound

This paper cites Deep learning advances in computer vision with 3d data: A survey,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Deep learning advances in computer vision with 3d data: A survey,

Reference 4

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Observation d203ccae-6dac-42a7-9146-3263dea09e3b · outbound

This paper cites Reppvconv: attentively fusing reparameterized voxel features for efficient 3d point cloud perception,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Reppvconv: attentively fusing reparameterized voxel features for efficient 3d point cloud perception,

Reference 5

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Observation 24bd8241-0010-490f-b63d-ec95141257c5 · outbound

This paper cites Generating 3d adversarial point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Generating 3d adversarial point clouds,

Reference 6

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Observation 2e3f4a62-580a-4a07-b239-8f2dbe3c861d · outbound

This paper cites Extending adversarial attacks and defenses to deep 3d point cloud classifiers,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Extending adversarial attacks and defenses to deep 3d point cloud classifiers,

Reference 7

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Observation 5ae31e89-eb0b-478e-b6a6-913644de193e · outbound

This paper cites Enhancing ad- versarial robustness via anomaly-aware adversarial training,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Enhancing ad- versarial robustness via anomaly-aware adversarial training,

Reference 8

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Observation e27996b1-a2c9-4656-9eaf-8ea93c683379 · outbound

This paper cites Improving adversarial transferability through hybrid augmentation,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Improving adversarial transferability through hybrid augmentation,

Reference 9

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Observation 728c42fc-40a9-4d84-be9f-ee34c90d4b38 · outbound

This paper cites Effective single-step adversarial training with energy-based models,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Effective single-step adversarial training with energy-based models,

Reference 10

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Observation ce981f5e-4c2f-406d-b211-4ea684a15337 · outbound

This paper cites Learning graph- convolutional representations for point cloud denoising,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Learning graph- convolutional representations for point cloud denoising,

Reference 11

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Observation cd141778-68af-4831-8d0c-d9a4e1088122 · outbound

This paper cites Hept attack: Heuristic perpendicular trial for hard-label attacks under limited query budgets,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Hept attack: Heuristic perpendicular trial for hard-label attacks under limited query budgets,

Reference 12

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Source-reported events for the cited work

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Observation d982f81f-1e55-4c64-a419-e7714a29d6b8 · outbound

This paper cites Sgma: a novel adversarial attack approach with improved transferability,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Sgma: a novel adversarial attack approach with improved transferability,

Reference 13

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Source-reported events for the cited work

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Observation 858889f9-0f63-4fb5-84fc-5e42edce334d · outbound

This paper cites A general black- box adversarial attack on graph-based fake news detectors,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field A general black- box adversarial attack on graph-based fake news detectors,

Reference 14

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Source-reported events for the cited work

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Observation 91733715-8e1f-4f6b-a2b4-a4db0d40ac9d · outbound

This paper cites Enhancing adversarial transferability with local transformation,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Enhancing adversarial transferability with local transformation,

Reference 15

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Source-reported events for the cited work

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Observation 2b3c515a-0c0b-4ecd-8a1c-8cb22557d20d · outbound

This paper cites Dba: An efficient approach to boost transfer-based adversarial attack performance through information deletion,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Dba: An efficient approach to boost transfer-based adversarial attack performance through information deletion,

Reference 16

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Source-reported events for the cited work

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Observation 07da8b33-3be4-4e17-85ac-bae5fbfbe9b4 · outbound

This paper cites Hypergraph attacks via injecting homogeneous nodes into elite hyperedges,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Hypergraph attacks via injecting homogeneous nodes into elite hyperedges,

Reference 17

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Source-reported events for the cited work

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Observation c764d9f8-931c-4c10-8936-e1d1b5602fdd · outbound

This paper cites Node injection attack based on label propagation against graph neural network,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Node injection attack based on label propagation against graph neural network,

Reference 18

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Source-reported events for the cited work

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Observation e2d41116-24f6-4545-8b4a-ab8421cb247e · outbound

This paper cites Pointcloud saliency maps,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Pointcloud saliency maps,

Reference 19

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Observation 71e7a56d-d724-446c-943f-65cc7ac7d661 · outbound

This paper cites Adversarial Attack and Defense on Point Sets.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Adversarial Attack and Defense on Point Sets

Reference 20

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Observation 6ecf2a1d-584d-454a-aa5a-5df9848a8edb · outbound

This paper cites Robustness of 3d deep learning in an adversarial setting,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Robustness of 3d deep learning in an adversarial setting,

Reference 21

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Observation c5140d29-0219-408c-bce7-489135ae97fc · outbound

This paper cites Td-net: Topology destruction network for generating adversarial point cloud,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Td-net: Topology destruction network for generating adversarial point cloud,

Reference 22

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Observation 11e5c65e-a7ae-4ab4-a4df-c8c54a3ca191 · outbound

This paper cites On isometry robustness of deep 3d point cloud models under adversarial attacks,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field On isometry robustness of deep 3d point cloud models under adversarial attacks,

Reference 23

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Observation f1fe0656-a363-42e2-86bd-7a41616ece49 · outbound

This paper cites Minimal adversarial examples for deep learning on 3d point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Minimal adversarial examples for deep learning on 3d point clouds,

Reference 24

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Observation 5c7b25bc-222b-42fa-b8f8-a2ecc9b38e7a · outbound

This paper cites Symattack: Symmetry-aware imperceptible adversarial attacks on 3d point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Symattack: Symmetry-aware imperceptible adversarial attacks on 3d point clouds,

Reference 25

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Source-reported events for the cited work

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Observation 8be099ad-01e6-4bf7-84f8-e21fc51058df · outbound

This paper cites Flat: Flux-aware imperceptible adversarial attacks on 3d point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Flat: Flux-aware imperceptible adversarial attacks on 3d point clouds,

Reference 26

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Source-reported events for the cited work

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Observation 690340f2-2b02-4be1-860d-02b7cb7f80c9 · outbound

This paper cites Eia: Edge- aware imperceptible adversarial attacks on 3d point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Eia: Edge- aware imperceptible adversarial attacks on 3d point clouds,

Reference 27

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Source-reported events for the cited work

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Observation 261d57dc-3f23-449b-acfc-589f54fed4a5 · outbound

This paper cites Imper- ceptible 3d point cloud attacks on lattice-based barycentric coordinates,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Imper- ceptible 3d point cloud attacks on lattice-based barycentric coordinates,

Reference 28

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Source-reported events for the cited work

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Observation 4c28c1bc-a1d6-452c-893c-dc98ef19aef1 · outbound

This paper cites Lg-gan: Label guided adversarial network for flexible targeted attack of point cloud based deep networks,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Lg-gan: Label guided adversarial network for flexible targeted attack of point cloud based deep networks,

Reference 29

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Observation cf3c15dc-a873-4081-a153-35907b3106a7 · outbound

This paper cites Geometry-aware generation of adversarial point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Geometry-aware generation of adversarial point clouds,

Reference 30

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Source-reported events for the cited work

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Observation 24b81144-b242-447c-963f-14e1ab43dd95 · outbound

This paper cites Imperceptible transfer attack and defense on 3d point cloud classification,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Imperceptible transfer attack and defense on 3d point cloud classification,

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation fccd9228-4db5-4819-875c-cfbd013dbf50 · outbound

This paper cites Shape- invariant 3d adversarial point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Shape- invariant 3d adversarial point clouds,

Reference 32

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Source-reported events for the cited work

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Observation 894a1a0e-2559-4c92-8d5f-f12eb1d1f9a9 · outbound

This paper cites Rethinking perturbation directions for imperceptible adversarial attacks on point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Rethinking perturbation directions for imperceptible adversarial attacks on point clouds,

Reference 33

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Source-reported events for the cited work

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Observation 67155216-a733-4edd-9f3b-04080be80dd3 · outbound

This paper cites Poisson surface reconstruc- tion,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Poisson surface reconstruc- tion,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 97b45c85-ac53-42ba-ad28-4d02a3082a69 · outbound

This paper cites Deepsdf: Learning continuous signed distance functions for shape representation,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Deepsdf: Learning continuous signed distance functions for shape representation,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T01:03:45.353847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T01:03:44.699631Z digest=sha256:611b41152d95e80450a3330550d1106424055a81efbff19dad24626d9f15343f

Observation b16a9cf0-7d62-4aba-9fed-1c08a496707b · outbound

This paper cites Learning gradient fields for shape generation,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Learning gradient fields for shape generation,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T01:03:45.323563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T01:03:44.788686Z digest=sha256:0a499ba26fa97a80bcd6cc2b1d29b4814cafbf93754c3cdc0dae47bdfdf6b5a0

Observation 616f03b4-562b-4beb-b339-72a64210d0aa · outbound

This paper cites Self-robust 3d point recognition via gather-vector guidance,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Self-robust 3d point recognition via gather-vector guidance,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.880609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.880609Z digest=sha256:526b9ff655e60cea88f5f017b8d1f839a6941fccde78ceb6b2c2e6f24aa742f2

Observation 041f7e4d-a22d-464f-8110-3f6f27451239 · outbound

This paper cites 3d shapenets: A deep representation for volumetric shapes,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field 3d shapenets: A deep representation for volumetric shapes,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.935084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.935084Z digest=sha256:4473ecca54dcaaa3b5db48e90515d4bad055359c5696acacf4e1796e954bf9ba

Observation febec320-ab12-4053-ad90-bbb9ba761a2d · outbound

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

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field ShapeNet: An Information-Rich 3D Model Repository

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.942388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.942388Z digest=sha256:facf3c2eadd2052374f7b335bca8e909612a6f94735f7fd43511fa3436cb483a

Observation 256558ac-290e-4fcf-b516-18ed004b0cb1 · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.949150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.949150Z digest=sha256:09dee19d360360a4bfddc10807bc7d268f56de995044b0e6612d1a859601fd57

Observation b3008744-b764-44d5-971e-01a7b3283e7b · outbound

This paper cites Dynamic graph cnn for learning on point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Dynamic graph cnn for learning on point clouds,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T01:03:45.252941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T01:03:44.955215Z digest=sha256:5f322db63a8c8680c0628b807cf48c7b278f2cbdcaaaef6623d4c76712e70f61

Observation 3f861df9-0605-4e3e-89d4-cd2eef5b9e97 · outbound

This paper cites Pointconv: Deep convolutional networks on 3d point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Pointconv: Deep convolutional networks on 3d point clouds,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.961692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.961692Z digest=sha256:a1a3ac7c0e835c7b8c9de396cba1eac6b7b3a56ecc09c188780df4cbb42069a2

Observation 71fbb454-fbac-4068-95b6-06567e0b8700 · outbound

This paper cites Deep manifold attack on point clouds via parameter plane stretching,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Deep manifold attack on point clouds via parameter plane stretching,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.968435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.968435Z digest=sha256:f253f2f3ba757509a5df927ee1b8cc579ce91a0729195904a3af876d28fd079b

Observation dfdc5653-c17b-4997-a0ad-a73dc4196ef7 · outbound

This paper cites Manifold constraints for imperceptible adversarial attacks on point clouds,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Manifold constraints for imperceptible adversarial attacks on point clouds,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T01:03:44.974408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T01:03:44.974408Z digest=sha256:ffb504cab0e5a8f02759bba817028d75bfdf3f2445fe50960e9249a8e08f8fcb

Observation 23af02c7-285f-4a0c-b882-bce66c77bce5 · outbound

This paper cites A point set generation network for 3d object reconstruction from a single image,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field A point set generation network for 3d object reconstruction from a single image,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T01:03:45.168129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T01:03:44.980108Z digest=sha256:343ed75fda32c217825e3f2c5741f915f4e318fd877643490f3835b7713649a1

Observation f05e3aa5-8207-4016-b404-ee2c81a45441 · outbound

This paper cites Metrics for evaluating 3d medical image segmentation: analysis, selection, and tool,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field Metrics for evaluating 3d medical image segmentation: analysis, selection, and tool,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T01:03:45.098233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T01:03:44.985312Z digest=sha256:4b56b6388faf7999704d6ec3e9f5aca2a3afb752b76ec934eb7be21015805ff8

Observation d664aa08-bfc6-41e2-9972-d494654fb848 · outbound

This paper cites The earth mover’s distance as a metric for image retrieval,.

Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field The earth mover’s distance as a metric for image retrieval,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T01:03:45.078553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T01:03:44.991250Z digest=sha256:c43e102cd660627c462cd46ffec2e61ad9d7503c15940acf2d0476024c59fe0b

Pith citing papers

No inbound Pith citation observations are available.