Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T21:26:41.481556Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T21:26:41.481556Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:56:08.537240Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T09:28:39.400253Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 35f64b88-c64b-4ce4-8550-c44846014c83 · outbound
Metamorphic Testing for Pose Estimation Systems A survey on deep learning in medical image analysis,
Reference 1
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.
Observation f9d984a0-45f2-40d6-a254-901f175d2fd0 · outbound
Metamorphic Testing for Pose Estimation Systems From scarcity to understanding: Transfer learning for the extremely low resource irish sign language,
Reference 2
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.
Observation de2d1cc8-b4c1-4e83-9cd9-c7bb8f80887a · outbound
Metamorphic Testing for Pose Estimation Systems Automated tackle injury risk assessment in contact-based sports-a rugby union example,
Reference 3
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.
Observation 7bd5ff0b-eb51-442d-aac6-b05ef220497f · outbound
Metamorphic Testing for Pose Estimation Systems MediaPipe Holistic — Simultaneous Face, Hand and Pose Prediction, on Device,
Reference 4
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.
Observation 925d1a9a-9cc8-496f-b4bd-31a8858d8e04 · outbound
Metamorphic Testing for Pose Estimation Systems 2d/3d pose estimation and action recognition using multitask deep learning,
Reference 5
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.
Observation c4bd6d63-ceb1-4cee-846f-f5a7ea5a9584 · outbound
Metamorphic Testing for Pose Estimation Systems Mediapipe pose landmark detection system,
Reference 6
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.
Observation 6b63f82a-35a1-4ba5-aa1e-af47a3c22b5f · outbound
Metamorphic Testing for Pose Estimation Systems The dark side of dataset scaling: Evaluating racial classification in multimodal models,
Reference 7
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.
Observation 6ecdd939-f677-45cb-8c62-5067119eb6ea · outbound
Metamorphic Testing for Pose Estimation Systems Auditing saliency cropping algorithms,
Reference 8
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.
Observation 84e7bd5b-9d12-4c27-82ef-efe6884a4f40 · outbound
Metamorphic Testing for Pose Estimation Systems Ethical and social risks of harm from Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f33e1b1-d3ea-4062-8024-d97fb367780d · outbound
Metamorphic Testing for Pose Estimation Systems Saving face: Investigating the ethical concerns of facial recognition auditing,
Reference 10
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.
Observation 507e1d3c-73b2-4c03-abf9-30924a83993a · outbound
Metamorphic Testing for Pose Estimation Systems What's left can't be right -- The remaining positional incompetence of contrastive vision-language models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f22f52c-ea94-48c9-bcf5-5d295168c13b · outbound
Metamorphic Testing for Pose Estimation Systems Visual spatial reasoning,
Reference 12
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.
Observation a1a8bbfb-1339-4265-9747-47f182ee7f62 · outbound
Metamorphic Testing for Pose Estimation Systems The oracle problem in software testing: A survey,
Reference 13
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.
Observation e789040a-cd0e-4a75-a9f1-77568893fbf3 · outbound
Metamorphic Testing for Pose Estimation Systems Deepmutation: Mutation testing of deep learning systems,
Reference 14
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.
Observation 586af86e-ee5b-4fa7-bc98-a0e3b4cc0829 · outbound
Metamorphic Testing for Pose Estimation Systems Identifying implementation bugs in machine learning based image classifiers using metamorphic testing,
Reference 15
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.
Observation 07a2bfd7-c72b-4c6e-89e7-a099bc196c75 · outbound
Metamorphic Testing for Pose Estimation Systems Deepgauge: Multi-granularity testing criteria for deep learning systems,
Reference 16
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.
Observation 9bedca00-cbb7-47c3-8af3-cd31ffc7731f · outbound
Metamorphic Testing for Pose Estimation Systems Robustness evaluation in hand pose estimation models using metamorphic testing,
Reference 17
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.
Observation 1273286b-da02-4764-a4f1-37e115aab09e · outbound
Metamorphic Testing for Pose Estimation Systems Testing and validating machine learning classifiers by metamorphic testing,
Reference 18
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.
Observation 426c1418-be05-4e5b-b11b-2bf8b8e700eb · outbound
Metamorphic Testing for Pose Estimation Systems opencv implemmentation of gamma correction,
Reference 19
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.
Observation 6399a492-b0a7-469e-a93c-854d4a25eb24 · outbound
Metamorphic Testing for Pose Estimation Systems opencv implemmentation of bilateral filtering,
Reference 20
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.
Observation ff79ce91-b588-49f7-9871-44159d719009 · outbound
Metamorphic Testing for Pose Estimation Systems ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3a54da9-f218-485a-9df6-12142d3bc117 · outbound
Metamorphic Testing for Pose Estimation Systems Sign language recognition with transformer networks,
Reference 22
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.
Observation daa802aa-992d-4f4b-8d59-d018acae6b17 · outbound
Metamorphic Testing for Pose Estimation Systems Improving signer independent sign language recognition for low resource languages,
Reference 23
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.
Observation 4c3ea01c-9d16-4595-9bf2-177a3a42d549 · outbound
Metamorphic Testing for Pose Estimation Systems opencv implemmentation of hsv colorspace encoding,
Reference 24
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.
Observation b9c3f4c9-38d0-4fb4-a6a7-383380769f7a · outbound
Metamorphic Testing for Pose Estimation Systems BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b306e48-3853-44bd-9b74-a7471a9f8abe · outbound
Metamorphic Testing for Pose Estimation Systems BlazePose: On-device Real-time Body Pose tracking
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c328c64-fd6f-4780-adb4-2915a6d55cae · outbound
Metamorphic Testing for Pose Estimation Systems Neural sign language translation,
Reference 27
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.
Observation 284ba83d-c435-4dcb-8b75-b8d4618b82ce · outbound
Metamorphic Testing for Pose Estimation Systems Modec: Multimodal decomposable models for human pose estimation,
Reference 28
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.
Observation 270e80ba-e66a-4dc6-a9c6-6b0c38e76d45 · outbound
Metamorphic Testing for Pose Estimation Systems Microsoft COCO: Common Objects in Context
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 673d3d97-57c2-41cb-9af6-f34361cc0199 · outbound
Metamorphic Testing for Pose Estimation Systems Model Card: MediaPipe BlazePose GHUM 3D,
Reference 30
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.
Observation 0b60d217-cb52-4a5e-8c95-6cb19abbbecd · outbound
Metamorphic Testing for Pose Estimation Systems Model Card: MediaPipe FaceMesh,
Reference 31
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.
Observation b818fe4d-6065-4b93-9b1c-ae8aa50e8c61 · outbound
Metamorphic Testing for Pose Estimation Systems Model Card: MediaPipe Hands (Lite/Full),
Reference 32
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.
Observation 51bf8e06-2716-41a4-89a6-a5dc3cd8e669 · outbound
Metamorphic Testing for Pose Estimation Systems Companion repository for “Metamorphic Testing for Pose Estimation Systems
Reference 33
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.
Observation 57fd8343-a974-4a53-b9bb-f9179ea5b914 · outbound
Metamorphic Testing for Pose Estimation Systems Testing practices of software in safety critical systems: Industrial survey
Reference 34
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.
Observation 6bffdfd6-7b6d-49e6-b606-c4355fe84562 · outbound
Metamorphic Testing for Pose Estimation Systems Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef1a56d8-ed2d-48e8-9ace-252237ab5699 · outbound
Metamorphic Testing for Pose Estimation Systems Towards verifying robustness of neural networks against a family of semantic perturbations,
Reference 36
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.
Observation 79584940-9b02-4316-8f21-74b793749e66 · outbound
Metamorphic Testing for Pose Estimation Systems Robustclevr: A benchmark and frame- work for evaluating robustness in object-centric learning,
Reference 37
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.
Observation 3b64319b-df98-4332-a2ab-ffbfd18c300f · outbound
Metamorphic Testing for Pose Estimation Systems Taxonomy of real faults in deep learning systems,
Reference 38
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.
Observation c15534b2-8bbe-4cd6-8764-82a9b8a5be36 · outbound
Metamorphic Testing for Pose Estimation Systems Evaluating surprise adequacy for deep learning system testing,
Reference 39
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.
Observation 09405f2b-1175-4698-80c2-b3c5740f4420 · outbound
Metamorphic Testing for Pose Estimation Systems Gender shades: Intersectional accuracy disparities in commercial gender classification,
Reference 40
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.
Observation 6bb9baa5-09fe-4303-b0ae-ac065cd9fd7f · outbound
Metamorphic Testing for Pose Estimation Systems Metamorphic testing of an autonomous delivery robots scheduler,
Reference 41
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.
Observation f1353995-d28a-4544-b3a8-1d295e981b89 · outbound
Metamorphic Testing for Pose Estimation Systems Metamorphic testing for con- volutional neural networks: Relations over image classification,
Reference 42
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.
Observation 12a97ee0-469d-401d-a750-2669dfe521a2 · outbound
Metamorphic Testing for Pose Estimation Systems Combating missed recalls in e-commerce search: A cot-prompting testing approach,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d2fd1d5-0526-4608-9b6b-d118777fb13a · outbound
Metamorphic Testing for Pose Estimation Systems Automated functional testing of search engines using metamorphic testing,
Reference 44
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.
Observation f5e30696-1282-4fde-b91f-2f3e39eb48f2 · outbound
Metamorphic Testing for Pose Estimation Systems Testing chatbots using metamorphic rela- tions,
Reference 45
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.
Observation 8f21c031-d87c-4bc0-ab70-d6488e2ecd3c · outbound
Metamorphic Testing for Pose Estimation Systems Evaluating Human Trajectory Prediction with Metamorphic Testing
Reference 46
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.
Observation 7b113ce4-3b2b-41d3-a17c-13712c75c6bd · outbound
Metamorphic Testing for Pose Estimation Systems Model cards for model reporting,
Reference 47
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.
Observation 0715d263-60ad-4582-a028-f60c5bac131c · outbound
Metamorphic Testing for Pose Estimation Systems Validity threats in empirical software engineering research - an initial survey,
Reference 48
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.
Observation bd520d40-b92e-4516-a66e-ed04556fd6bf · inbound
Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks Metamorphic Testing for Pose Estimation Systems
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a94ca72-b382-4629-89be-1d849e6dc2ce · inbound
Identifying Ethical Biases in Action Recognition Models Metamorphic Testing for Pose Estimation Systems
Reference 19
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.