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Paper Citation Record · LEDGER

Metamorphic Testing for Pose Estimation Systems

As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2502.09460.

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

pith.paper-citation-record.v1
2502.09460 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:26:41.481556Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:56:08.537240Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T09:28:39.400253Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy39
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35f64b88-c64b-4ce4-8550-c44846014c83 · outbound

This paper cites A survey on deep learning in medical image analysis,.

Metamorphic Testing for Pose Estimation Systems A survey on deep learning in medical image analysis,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:42.326896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.263614Z digest=sha256:7bac1e349fd52fda69e66bcb637f2610b504ef6d2bccc17e87bf88da019015b1

Observation f9d984a0-45f2-40d6-a254-901f175d2fd0 · outbound

This paper cites From scarcity to understanding: Transfer learning for the extremely low resource irish sign language,.

Metamorphic Testing for Pose Estimation Systems From scarcity to understanding: Transfer learning for the extremely low resource irish sign language,

Reference 2

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raw_fallback, observed 2026-08-07T21:26:42.312023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.269359Z digest=sha256:229b2cb835400d015cdf00ff244ca40476e49529ebf50e474547a60c220a419b

Observation de2d1cc8-b4c1-4e83-9cd9-c7bb8f80887a · outbound

This paper cites Automated tackle injury risk assessment in contact-based sports-a rugby union example,.

Metamorphic Testing for Pose Estimation Systems Automated tackle injury risk assessment in contact-based sports-a rugby union example,

Reference 3

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raw_fallback, observed 2026-08-07T21:26:42.296725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.274255Z digest=sha256:4de511bfed01b4ec443e671f49959f80de13d0c17e474a2e988977a54752b457

Observation 7bd5ff0b-eb51-442d-aac6-b05ef220497f · outbound

This paper cites MediaPipe Holistic — Simultaneous Face, Hand and Pose Prediction, on Device,.

Metamorphic Testing for Pose Estimation Systems MediaPipe Holistic — Simultaneous Face, Hand and Pose Prediction, on Device,

Reference 4

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raw_fallback, observed 2026-08-07T21:26:42.282615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.279417Z digest=sha256:223570b28ab2dfe41dee002f303e3bd3029ee3eb2e54abf9c100410c9ec03e7f

Observation 925d1a9a-9cc8-496f-b4bd-31a8858d8e04 · outbound

This paper cites 2d/3d pose estimation and action recognition using multitask deep learning,.

Metamorphic Testing for Pose Estimation Systems 2d/3d pose estimation and action recognition using multitask deep learning,

Reference 5

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raw_fallback, observed 2026-08-07T21:26:42.268398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.284371Z digest=sha256:75507798246cffe23e526edb62e857c0350cd8a8bc69518bac8d73ff3b539f03

Observation c4bd6d63-ceb1-4cee-846f-f5a7ea5a9584 · outbound

This paper cites Mediapipe pose landmark detection system,.

Metamorphic Testing for Pose Estimation Systems Mediapipe pose landmark detection system,

Reference 6

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raw_fallback, observed 2026-08-07T21:26:42.253224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.289213Z digest=sha256:295a4eb860185a83d85ac5bca854de63bf3b8b4a9039e587857a36e30aabc3f2

Observation 6b63f82a-35a1-4ba5-aa1e-af47a3c22b5f · outbound

This paper cites The dark side of dataset scaling: Evaluating racial classification in multimodal models,.

Metamorphic Testing for Pose Estimation Systems The dark side of dataset scaling: Evaluating racial classification in multimodal models,

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.294565Z digest=sha256:18f69b720a9990541a9902d3887b2a34c9efb977d96b69fa1dcb734f2dc51ce2

Observation 6ecdd939-f677-45cb-8c62-5067119eb6ea · outbound

This paper cites Auditing saliency cropping algorithms,.

Metamorphic Testing for Pose Estimation Systems Auditing saliency cropping algorithms,

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.299145Z digest=sha256:de8da6a2a7d8d090186738327bef3cc0be49fdf1191d495134cdd6d806b9bcce

Observation 84e7bd5b-9d12-4c27-82ef-efe6884a4f40 · outbound

This paper cites Ethical and social risks of harm from Language Models.

Metamorphic Testing for Pose Estimation Systems Ethical and social risks of harm from Language Models

Reference 9

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no resolver link, observed 2026-08-07T21:26:41.303775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.303775Z digest=sha256:3285e5372000dde45025fd51c672e54cc92b3149a4318f3de59d219211d54a09

Observation 6f33e1b1-d3ea-4062-8024-d97fb367780d · outbound

This paper cites Saving face: Investigating the ethical concerns of facial recognition auditing,.

Metamorphic Testing for Pose Estimation Systems Saving face: Investigating the ethical concerns of facial recognition auditing,

Reference 10

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raw_fallback, observed 2026-08-07T21:26:42.207419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.308562Z digest=sha256:4626adf98a7ecce75dc997275ef05b204af445daf5413423e921fd7a2e88487a

Observation 507e1d3c-73b2-4c03-abf9-30924a83993a · outbound

This paper cites What's left can't be right -- The remaining positional incompetence of contrastive vision-language models.

Metamorphic Testing for Pose Estimation Systems What's left can't be right -- The remaining positional incompetence of contrastive vision-language models

Reference 11

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no resolver link, observed 2026-08-07T21:26:41.312922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.312922Z digest=sha256:e73cf47ee7a7123044a3dfb96e9129dd63b53e5bd829d36816057f91c27b4329

Observation 4f22f52c-ea94-48c9-bcf5-5d295168c13b · outbound

This paper cites Visual spatial reasoning,.

Metamorphic Testing for Pose Estimation Systems Visual spatial reasoning,

Reference 12

Resolution
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raw_fallback, observed 2026-08-07T21:26:42.193019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.317895Z digest=sha256:b6665f9e975e555bdab31d7d266b0ff18d00d85036618adf87dacdf195f4d7c8

Observation a1a8bbfb-1339-4265-9747-47f182ee7f62 · outbound

This paper cites The oracle problem in software testing: A survey,.

Metamorphic Testing for Pose Estimation Systems The oracle problem in software testing: A survey,

Reference 13

Resolution
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raw_fallback, observed 2026-08-07T21:26:42.178331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.321947Z digest=sha256:2ecee58d14ae56ea1adc0cae0d79943a25631ab6a303591677c599a1d03ee956

Observation e789040a-cd0e-4a75-a9f1-77568893fbf3 · outbound

This paper cites Deepmutation: Mutation testing of deep learning systems,.

Metamorphic Testing for Pose Estimation Systems Deepmutation: Mutation testing of deep learning systems,

Reference 14

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raw_fallback, observed 2026-08-07T21:26:42.162944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.326270Z digest=sha256:12f9b3b1d83d6df7ba2631f2993e27440fd69b7d64b2bf5c655223beca50f96a

Observation 586af86e-ee5b-4fa7-bc98-a0e3b4cc0829 · outbound

This paper cites Identifying implementation bugs in machine learning based image classifiers using metamorphic testing,.

Metamorphic Testing for Pose Estimation Systems Identifying implementation bugs in machine learning based image classifiers using metamorphic testing,

Reference 15

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raw_fallback, observed 2026-08-07T21:26:42.147631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.330913Z digest=sha256:e908f9a2daead6a304ed20b435b7c66a3ecca188cb34898171690e0520fd7763

Observation 07a2bfd7-c72b-4c6e-89e7-a099bc196c75 · outbound

This paper cites Deepgauge: Multi-granularity testing criteria for deep learning systems,.

Metamorphic Testing for Pose Estimation Systems Deepgauge: Multi-granularity testing criteria for deep learning systems,

Reference 16

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raw_fallback, observed 2026-08-07T21:26:42.131980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.335664Z digest=sha256:e47b6b5246d12ea426d5127bfbdb4361134abb28b2c1c956b004573013cc8b04

Observation 9bedca00-cbb7-47c3-8af3-cd31ffc7731f · outbound

This paper cites Robustness evaluation in hand pose estimation models using metamorphic testing,.

Metamorphic Testing for Pose Estimation Systems Robustness evaluation in hand pose estimation models using metamorphic testing,

Reference 17

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raw_fallback, observed 2026-08-07T21:26:42.116929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.340705Z digest=sha256:e4f214ba95e801eff342d7634ca4a9ee8c43a870831d824940d782a1f7b06770

Observation 1273286b-da02-4764-a4f1-37e115aab09e · outbound

This paper cites Testing and validating machine learning classifiers by metamorphic testing,.

Metamorphic Testing for Pose Estimation Systems Testing and validating machine learning classifiers by metamorphic testing,

Reference 18

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raw_fallback, observed 2026-08-07T21:26:42.102112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.345270Z digest=sha256:4aaa01261053f784a4bcd4b5fddfa1b4408d41c7fa1b4f83d6592bacb60c80ff

Observation 426c1418-be05-4e5b-b11b-2bf8b8e700eb · outbound

This paper cites opencv implemmentation of gamma correction,.

Metamorphic Testing for Pose Estimation Systems opencv implemmentation of gamma correction,

Reference 19

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raw_fallback, observed 2026-08-07T21:26:42.087319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.349770Z digest=sha256:1e687eba277da1ebbc63835e631c4cf26363966b329aa04717cd38c92fe55382

Observation 6399a492-b0a7-469e-a93c-854d4a25eb24 · outbound

This paper cites opencv implemmentation of bilateral filtering,.

Metamorphic Testing for Pose Estimation Systems opencv implemmentation of bilateral filtering,

Reference 20

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raw_fallback, observed 2026-08-07T21:26:42.072368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.354143Z digest=sha256:67b4cb4b2e36583ad5dc2f817208fdf28e80771ef77edd1fd1b691385f19a1a9

Observation ff79ce91-b588-49f7-9871-44159d719009 · outbound

This paper cites ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness.

Metamorphic Testing for Pose Estimation Systems ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Reference 21

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unresolved
no resolver link, observed 2026-08-07T21:26:41.358185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.358185Z digest=sha256:15caa0e972f59190833ab17ad1cba8b47d8403daa4e30584a9effc8e6cf5220a

Observation a3a54da9-f218-485a-9df6-12142d3bc117 · outbound

This paper cites Sign language recognition with transformer networks,.

Metamorphic Testing for Pose Estimation Systems Sign language recognition with transformer networks,

Reference 22

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raw_fallback, observed 2026-08-07T21:26:42.057076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.362430Z digest=sha256:cd61096e9abf07a14d1c9e49a78f81369488208599dbdfab3e32b872d385226b

Observation daa802aa-992d-4f4b-8d59-d018acae6b17 · outbound

This paper cites Improving signer independent sign language recognition for low resource languages,.

Metamorphic Testing for Pose Estimation Systems Improving signer independent sign language recognition for low resource languages,

Reference 23

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raw_fallback, observed 2026-08-07T21:26:42.042220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.366462Z digest=sha256:dc4fca6a9c0137624e83d59f54807862e6cd461b624ad3496f8041690370135c

Observation 4c3ea01c-9d16-4595-9bf2-177a3a42d549 · outbound

This paper cites opencv implemmentation of hsv colorspace encoding,.

Metamorphic Testing for Pose Estimation Systems opencv implemmentation of hsv colorspace encoding,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:42.026961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.370547Z digest=sha256:f712e97471e8a11d97d8a7112021b282d433ca6887ae6135e765678b72489723

Observation b9c3f4c9-38d0-4fb4-a6a7-383380769f7a · outbound

This paper cites BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation.

Metamorphic Testing for Pose Estimation Systems BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T21:26:41.374916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.374916Z digest=sha256:a22155b9c40b1314dda04cb5d1502b44f1db5ba0f7f85b60b7d95d11fe455dd9

Observation 3b306e48-3853-44bd-9b74-a7471a9f8abe · outbound

This paper cites BlazePose: On-device Real-time Body Pose tracking.

Metamorphic Testing for Pose Estimation Systems BlazePose: On-device Real-time Body Pose tracking

Reference 26

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unresolved
no resolver link, observed 2026-08-07T21:26:41.379360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.379360Z digest=sha256:46b489eb0ab7792e386a84f6d042bb39a12409afa57369f8e69cd978c7f8ee08

Observation 0c328c64-fd6f-4780-adb4-2915a6d55cae · outbound

This paper cites Neural sign language translation,.

Metamorphic Testing for Pose Estimation Systems Neural sign language translation,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-07T21:26:42.012060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.383768Z digest=sha256:aca3465e49613b3c7e03130e954c1a256cd72143830dd4186e00538550a83c48

Observation 284ba83d-c435-4dcb-8b75-b8d4618b82ce · outbound

This paper cites Modec: Multimodal decomposable models for human pose estimation,.

Metamorphic Testing for Pose Estimation Systems Modec: Multimodal decomposable models for human pose estimation,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.996390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.388322Z digest=sha256:e1bb1cf65e1adac306aa5154353f913fee8a246e4547fdbea218be9a30af09e2

Observation 270e80ba-e66a-4dc6-a9c6-6b0c38e76d45 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Metamorphic Testing for Pose Estimation Systems Microsoft COCO: Common Objects in Context

Reference 29

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no resolver link, observed 2026-08-07T21:26:41.392631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.392631Z digest=sha256:4ecb78e8192b424a0ef46d7409406ecc83b300a3d0a8d954347fe7e1104c7312

Observation 673d3d97-57c2-41cb-9af6-f34361cc0199 · outbound

This paper cites Model Card: MediaPipe BlazePose GHUM 3D,.

Metamorphic Testing for Pose Estimation Systems Model Card: MediaPipe BlazePose GHUM 3D,

Reference 30

Resolution
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raw_fallback, observed 2026-08-07T21:26:41.982132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.397355Z digest=sha256:6cb81cc15ceb39072223aaff4b95dfd0ec254d3b33d56548b8f05c3284f27f78

Observation 0b60d217-cb52-4a5e-8c95-6cb19abbbecd · outbound

This paper cites Model Card: MediaPipe FaceMesh,.

Metamorphic Testing for Pose Estimation Systems Model Card: MediaPipe FaceMesh,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.967897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.401591Z digest=sha256:d940cb27270382055b2aa62fb8159d1380d8719f643b147d8f00589cf3d8690c

Observation b818fe4d-6065-4b93-9b1c-ae8aa50e8c61 · outbound

This paper cites Model Card: MediaPipe Hands (Lite/Full),.

Metamorphic Testing for Pose Estimation Systems Model Card: MediaPipe Hands (Lite/Full),

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.953316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.406008Z digest=sha256:8156ef6d8ca9129f81ea956fc5348fb3faec676f5a17f76589b8a488ca365aa3

Observation 51bf8e06-2716-41a4-89a6-a5dc3cd8e669 · outbound

This paper cites Companion repository for “Metamorphic Testing for Pose Estimation Systems.

Metamorphic Testing for Pose Estimation Systems Companion repository for “Metamorphic Testing for Pose Estimation Systems

Reference 33

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raw_fallback, observed 2026-08-07T21:26:41.937947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.410511Z digest=sha256:3a8d43e096bc8710d9a5f38aeb87aa74beeafb776ceafcb137b2b9cfed64b100

Observation 57fd8343-a974-4a53-b9bb-f9179ea5b914 · outbound

This paper cites Testing practices of software in safety critical systems: Industrial survey.

Metamorphic Testing for Pose Estimation Systems Testing practices of software in safety critical systems: Industrial survey

Reference 34

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raw_fallback, observed 2026-08-07T21:26:41.922364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.414740Z digest=sha256:da1aa7759c32d9f33fd416793d8428f048642dd7979cbc72fde665c505db0b42

Observation 6bffdfd6-7b6d-49e6-b606-c4355fe84562 · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

Metamorphic Testing for Pose Estimation Systems Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 35

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no resolver link, observed 2026-08-07T21:26:41.419127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.419127Z digest=sha256:c68bd6febd00efd3f37a1bffdab50fa7479257ed7e49fdc505e041b4414024c1

Observation ef1a56d8-ed2d-48e8-9ace-252237ab5699 · outbound

This paper cites Towards verifying robustness of neural networks against a family of semantic perturbations,.

Metamorphic Testing for Pose Estimation Systems Towards verifying robustness of neural networks against a family of semantic perturbations,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.907491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.424150Z digest=sha256:eadfca6429b2edbfe789e88e17133ff6e276e57b27e65f307955eb57d3878aec

Observation 79584940-9b02-4316-8f21-74b793749e66 · outbound

This paper cites Robustclevr: A benchmark and frame- work for evaluating robustness in object-centric learning,.

Metamorphic Testing for Pose Estimation Systems Robustclevr: A benchmark and frame- work for evaluating robustness in object-centric learning,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.892038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.428527Z digest=sha256:6fa91e75c40401e807418810b0773e4d18c4ba57f9e607b38458aac50fd53ceb

Observation 3b64319b-df98-4332-a2ab-ffbfd18c300f · outbound

This paper cites Taxonomy of real faults in deep learning systems,.

Metamorphic Testing for Pose Estimation Systems Taxonomy of real faults in deep learning systems,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.877001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.432719Z digest=sha256:964b9ec7a7c924fc74805728038b4869d1f983119435a73ac111d3c886e390ac

Observation c15534b2-8bbe-4cd6-8764-82a9b8a5be36 · outbound

This paper cites Evaluating surprise adequacy for deep learning system testing,.

Metamorphic Testing for Pose Estimation Systems Evaluating surprise adequacy for deep learning system testing,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.861920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.436841Z digest=sha256:a6d2356b4f974dfc1a2db700c95e3422ce22203950f8e7167acf05cdb435dd4e

Observation 09405f2b-1175-4698-80c2-b3c5740f4420 · outbound

This paper cites Gender shades: Intersectional accuracy disparities in commercial gender classification,.

Metamorphic Testing for Pose Estimation Systems Gender shades: Intersectional accuracy disparities in commercial gender classification,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.846123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.441703Z digest=sha256:4cea63cebf726308a8ce7548a4404ef6a945d7649f3aba63996b85ddb1cb822f

Observation 6bb9baa5-09fe-4303-b0ae-ac065cd9fd7f · outbound

This paper cites Metamorphic testing of an autonomous delivery robots scheduler,.

Metamorphic Testing for Pose Estimation Systems Metamorphic testing of an autonomous delivery robots scheduler,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.830829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.446489Z digest=sha256:26fb11c3c52539bdd55fee7bf2ba90e7ce965807e5db285208df7e9792388d7a

Observation f1353995-d28a-4544-b3a8-1d295e981b89 · outbound

This paper cites Metamorphic testing for con- volutional neural networks: Relations over image classification,.

Metamorphic Testing for Pose Estimation Systems Metamorphic testing for con- volutional neural networks: Relations over image classification,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.814284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.451483Z digest=sha256:06828b458c59365b01c629e234a2315e58f60a3a6019a3e8555105a7a17d20ae

Observation 12a97ee0-469d-401d-a750-2669dfe521a2 · outbound

This paper cites Combating missed recalls in e-commerce search: A cot-prompting testing approach,.

Metamorphic Testing for Pose Estimation Systems Combating missed recalls in e-commerce search: A cot-prompting testing approach,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T21:26:41.456557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:26:41.456557Z digest=sha256:67a8196d56afaa11a07fb3749cc491b5a930e0b5bee328a322cff8d278fbdda8

Observation 6d2fd1d5-0526-4608-9b6b-d118777fb13a · outbound

This paper cites Automated functional testing of search engines using metamorphic testing,.

Metamorphic Testing for Pose Estimation Systems Automated functional testing of search engines using metamorphic testing,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.799081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.462003Z digest=sha256:ec9ced39a110b567720ac6249aa2bdb5d3b2d2dc544984190b37f3938946a43f

Observation f5e30696-1282-4fde-b91f-2f3e39eb48f2 · outbound

This paper cites Testing chatbots using metamorphic rela- tions,.

Metamorphic Testing for Pose Estimation Systems Testing chatbots using metamorphic rela- tions,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.783365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.466980Z digest=sha256:874d6b842b80b4302add219f27bd85ca275fe1985565022d6ee3efe59797aea9

Observation 8f21c031-d87c-4bc0-ab70-d6488e2ecd3c · outbound

This paper cites Evaluating Human Trajectory Prediction with Metamorphic Testing.

Metamorphic Testing for Pose Estimation Systems Evaluating Human Trajectory Prediction with Metamorphic Testing

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T21:26:41.526065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.471803Z digest=sha256:9897cbef8c3d609c5540f695d1c75ef648979e1908c10e64a30251406af06874

Observation 7b113ce4-3b2b-41d3-a17c-13712c75c6bd · outbound

This paper cites Model cards for model reporting,.

Metamorphic Testing for Pose Estimation Systems Model cards for model reporting,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.768601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.476890Z digest=sha256:bec495dae20276b822949a6da4deee7c33d4009e635a0724a8ad307e193b0773

Observation 0715d263-60ad-4582-a028-f60c5bac131c · outbound

This paper cites Validity threats in empirical software engineering research - an initial survey,.

Metamorphic Testing for Pose Estimation Systems Validity threats in empirical software engineering research - an initial survey,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:26:41.753876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T21:26:41.481556Z digest=sha256:b3e5aa76e9b0c6adb2575c9cacc84c27a6e1f4688023c47612f2ca86b33ffb4c

Pith citing papers

Observation bd520d40-b92e-4516-a66e-ed04556fd6bf · inbound

Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks cites this paper.

Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks Metamorphic Testing for Pose Estimation Systems

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T11:56:08.537240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:56:08.537240Z digest=sha256:6fcf6f9bcf5a7742b83a069e50bd487f61c60f54051dbd0093b67c431619cd5b

Observation 4a94ca72-b382-4629-89be-1d849e6dc2ce · inbound

Identifying Ethical Biases in Action Recognition Models cites this paper.

Identifying Ethical Biases in Action Recognition Models Metamorphic Testing for Pose Estimation Systems

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:28:39.401600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T05:16:14.518946Z digest=sha256:2bdc0faea8d89f087cde34b47570670760c115fb8199e756306c413941f88775