Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T11:02:36.522021Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2502.04361.
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 2026-08-09T11:02:36.522021Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bbe1f940-f1bf-4796-8e8a-d5fb85de27d2 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Augmented and virtual reality in surgery,
Reference 1
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.
Observation 8cd97b30-c497-4dbd-824b-7730beeea683 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Immersive virtual reality exergames for persons living with dementia: User-centered design study as a multistakeholder team during the covid-19 pandemic,
Reference 2
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.
Observation b18d2d7a-9c39-4e63-bd25-bc6b684ac821 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Immersive virtual reality exergames to promote the well-being of community-dwelling older adults: Protocol for a mixed methods pilot study,
Reference 3
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.
Observation c978d16a-5a1c-4402-82c4-f26d5992cc1e · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Canoe vr: An immersive exergame to support cognitive and physical exercises of older adults,
Reference 4
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.
Observation 5f24a39d-2b0d-4d5a-91a1-6ff06945168a · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Classesinvr: An immersive vr-based classroom,
Reference 5
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.
Observation da582e95-fd00-4bfd-891b-072420ccb079 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Digital transformations of classrooms in virtual reality,
Reference 6
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.
Observation a832a280-6d21-49e2-9475-ecf64d5083b6 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Exploiting object-of-interest information to understand attention in vr classrooms,
Reference 7
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.
Observation fdb4e56a-859b-448a-b01c-d31539366f4b · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Hasenbein, P
Reference 8
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.
Observation 0416fa5d-e6e8-4464-b0c8-b298f236e040 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Factors affecting the effectiveness of military training in virtual reality environment,
Reference 9
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.
Observation 46cb2994-619f-44ab-ba45-ce786743ba9e · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Use of virtual reality simulators for training programs in the areas of security and defense: a systematic review,
Reference 10
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.
Observation d52df502-3d6d-4fa6-960a-dd798ee145f3 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Application on virtual reality for enhanced education learning, military training and sports,
Reference 11
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.
Observation 4a831529-72d2-4454-b06b-376f9d7dc770 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Defuse the training of risky tasks: Collab- orative training in xr,
Reference 12
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.
Observation 4198137d-56ef-4b59-a128-7e24738b56db · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Uses of virtual reality for communication in financial services: A case study on comparing different telepresence interfaces: Virtual reality compared to video conferencing,
Reference 13
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.
Observation f75aa19c-dcd7-4e37-a9d8-1043ff48fc33 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Virtual reality and the banking experience,
Reference 14
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.
Observation 81456e80-a853-4b88-96a6-1b3e53f5cd55 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Virtually secure: A taxonomic assessment of cybersecu- rity challenges in virtual reality environments,
Reference 15
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.
Observation 546f9827-0b57-425b-aad3-67a5400c1fb5 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Three-dimensional password for more secure authentication,
Reference 16
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.
Observation c93dc459-15f7-4aaa-a071-58489e9beeba · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics A novel 3d graphical password schema,
Reference 17
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.
Observation 9a554cac-9f58-4e69-b14e-8e32847a29f9 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Leveraging 3d benefits for authentication,
Reference 18
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.
Observation f6e4c601-5d7d-48b0-804d-4cc1648f3bc0 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Gazeroomlock: Using gaze and head-pose to improve the usability and observation resistance of 3d passwords in virtual reality,
Reference 19
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.
Observation 0978d262-55b9-4f9f-90cf-881aedeb8c9d · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics An exploration of usable authentication mechanisms for virtual reality systems,
Reference 20
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.
Observation 974e11db-c9f3-4d89-bca1-926e76d55ff5 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Seamless and secure vr: Adapting and evaluating established authentication systems for virtual reality,
Reference 21
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.
Observation 07460146-5f42-43bf-87fd-3ac6867abb2c · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Exploring the vulnerabilities and advantages of swipe or pattern authentication in virtual reality (vr),
Reference 22
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.
Observation 2a3a9ff7-cbee-426c-8ec2-24ea85c7ed50 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Lookunlock: Using spatial-targets for user-authentication on hmds,
Reference 23
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.
Observation ac31471f-f496-4499-aee4-81962cad232e · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Investigating the third dimension for authentication in immersive virtual reality and in the real world,
Reference 24
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.
Observation 4fce25e9-2318-4b2f-84de-c54f6d1624d4 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Unsure how to authenticate on your vr headset? come on, use your head!
Reference 25
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.
Observation 9bee2edd-85a9-40ef-8f60-b32d943faee0 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Task-driven biometric authentication of users in virtual reality (vr) environments,
Reference 26
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.
Observation b79b663e-95e5-4013-9b59-ac513958df55 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Behavioural biometrics in vr: Identifying people from body motion and relations in virtual reality,
Reference 27
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.
Observation 1f68370c-cb0a-44b5-b337-98759827aa8f · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Combining pairwise feature matches from device trajectories for biometric authentication in virtual reality environments,
Reference 28
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.
Observation 98990a52-dd7f-4cdb-ab39-f6871f2141b2 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Realtime behavior- based continual authentication of users in virtual reality environments,
Reference 29
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.
Observation c2e987fd-f38b-4de2-87f7-7cb96cfd4aae · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Knowledge-driven biometric authentication in virtual reality,
Reference 30
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.
Observation 5926890f-5f4f-411d-be0c-4a7fd05d29a0 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Rubikauth: Fast and secure authentication in virtual reality,
Reference 31
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.
Observation 59af6452-e93f-459d-8c52-2705776a907b · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Fast and secure authentication in virtual reality using coordinated 3d manipulation and pointing,
Reference 32
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.
Observation 497cdd0a-76bc-4389-9a04-0081889e0120 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Within-system and cross- system behavior-based biometric authentication in virtual reality,
Reference 33
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.
Observation e8e1ec52-04a0-470b-8d2d-d5db32d267bc · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Biomove: Biometric user identification from human kinesiological movements for virtual reality systems,
Reference 34
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.
Observation a6a4e79e-35ed-4668-9fc9-5b29659d38f6 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Personal identifiability of user tracking data during observation of 360- degree vr video,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab348a83-fc49-45be-9574-d15cba779e58 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Using siamese neural networks to perform cross-system behavioral authentication in virtual reality,
Reference 36
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.
Observation f5c11562-63c5-429d-95f2-732e59f9206b · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Understanding user identification in virtual reality through behavioral biometrics and the effect of body normal- ization,
Reference 37
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.
Observation ff4a2bae-b8cd-46a2-ae81-18dd7fbc52ed · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Who is alyx? a new behavioral biometric dataset for user identification in xr,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 973d193a-f1e5-453a-b7be-1be0df8fd400 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Identifying users by their hand tracking data in augmented and virtual reality,
Reference 39
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.
Observation 3a417d81-9196-4b58-96c9-d0b5d4695dfd · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Using motion forecasting for behavior-based virtual reality (vr) authentication,
Reference 40
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.
Observation cd1ea040-6be5-4530-8fe7-bd0200572dbc · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Kinetic signatures: A systematic investigation of movement-based user identification in virtual reality,
Reference 41
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.
Observation 31bbe382-f8f9-46a6-9ce9-238b3e24911e · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Security and Privacy in Virtual Reality: A Literature Survey
Reference 42
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.
Observation 3551fb9f-5c50-4dac-b4b3-41772653986f · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Sok: Authentication in augmented and virtual reality,
Reference 43
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.
Observation 97578d9d-ba88-4798-a3aa-f831f4e6f997 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Realtime multi-person 2d pose estimation using part affinity fields,
Reference 44
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.
Observation 3c4cfa2f-1a00-4299-9cb7-49726e764670 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Attention is all you need,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55476099-b9a9-4789-a188-1c79e9ada4f6 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Unresolved cited work
Reference 46
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.
Observation 6ebf7812-16ef-4d41-a1d5-f8f244a5ebbe · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Combining real-world constraints on user behavior with deep neural networks for virtual reality (vr) biometrics,
Reference 47
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.
Observation 90fefbe5-4c8c-4aaa-ad81-0913691555ec · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Using gaze behavior and head orientation for implicit identification in virtual reality,
Reference 48
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.
Observation 6b0ef4eb-75f6-4926-9cb9-14ae77217ed0 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Evaluating deep networks for detecting user familiarity with vr from hand interactions,
Reference 49
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.
Observation 8a173697-7bca-48be-8fca-4c524ccc3de9 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Pinchkey: A natural and user-friendly approach to vr user authentication,
Reference 50
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.
Observation 9f66cadb-fb3f-45ca-acf6-46146032a631 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Exploring the stability of behavioral biometrics in virtual reality in a remote field study: Towards implicit and continuous user identification through body movements,
Reference 51
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.
Observation feba0e4f-2886-413f-ac86-28c3a85c7bbb · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Informer: Beyond efficient transformer for long sequence time-series forecasting,
Reference 52
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.
Observation 3ac43390-f1d1-4d15-9ff5-214468e886b3 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Time series classification from scratch with deep neural networks: A strong baseline,
Reference 53
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.
Observation c7ba6814-d0b1-4e9b-9d0c-02833d5544c0 · outbound
Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.