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Paper Citation Record · LEDGER

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets

As of 10 August 2026, this Paper Citation Record lists 100 of 143 outbound references and 2 inbound Pith citation observations for arXiv:2502.07598.

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

pith.paper-citation-record.v1
2502.07598 v2

Coverage vector

measured 100 of 143 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:14:01.784038Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:46.462836Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T10:50:51.424067Z

Reference resolution

100 of 143 outbound references displayed

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  • unresolved61
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22c877b4-8ce6-4281-bda3-40e3b3e7d9e3 · outbound

This paper cites Microsoft hololens 2 for precise, efficient hands- free work, 2024.10.https://www.microsoft.com/en-us/ hololens.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Microsoft hololens 2 for precise, efficient hands- free work, 2024.10.https://www.microsoft.com/en-us/ hololens

Reference 1

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Observation 6835591b-a0ad-48af-a6fb-d70b32649c10 · outbound

This paper cites Meta quest 3: New mixed reality vr headset - tech specs, 2024.10.https://www.meta.com/quest/quest-3/#spec s.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Meta quest 3: New mixed reality vr headset - tech specs, 2024.10.https://www.meta.com/quest/quest-3/#spec s

Reference 2

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Observation 1b501452-2c02-4e6b-bec2-c7a20fc10c2f · outbound

This paper cites Using speech to visualise shared gaze cues in MR remote collaboration.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Using speech to visualise shared gaze cues in MR remote collaboration

Reference 3

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Observation ade16123-3327-4362-9fc0-f290fdecc11c · outbound

This paper cites Handynotes: using the hands to create semantic representations of contex- tually aware real-world objects.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Handynotes: using the hands to create semantic representations of contex- tually aware real-world objects

Reference 4

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Observation 0012812a-74d6-497a-a6c1-d05ef28d030d · outbound

This paper cites Augmented, mixed, and virtual reality-based head- mounted devices for medical education: Systematic review.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Augmented, mixed, and virtual reality-based head- mounted devices for medical education: Systematic review

Reference 5

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Observation a80a7c51-5c5b-4d43-b7c4-1e9ecc186eea · outbound

This paper cites Arcosmetics: a real-time augmented reality cosmetics try-on system.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Arcosmetics: a real-time augmented reality cosmetics try-on system

Reference 6

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Observation 85fccb5e-dc6b-40a5-b285-f64b65719c9b · outbound

This paper cites Introducing apple vision pro: Apple’s first spatial computer, 2024.10.https://www.apple.com/newsroom/2 023/06/introducing-apple-vision-pro/.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Introducing apple vision pro: Apple’s first spatial computer, 2024.10.https://www.apple.com/newsroom/2 023/06/introducing-apple-vision-pro/

Reference 7

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Observation 2a1e2074-bdf8-4ad2-bfb1-f6aa456f8f53 · outbound

This paper cites Spatial computing: Concept, applications, challenges and future directions, 2024.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Spatial computing: Concept, applications, challenges and future directions, 2024

Reference 8

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Observation 8e3f056e-136f-497e-aa5b-0faa47125aa4 · outbound

This paper cites Spatial Computing: An AI-Driven Business Revolution.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Spatial Computing: An AI-Driven Business Revolution

Reference 9

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Observation 8730ba22-64ca-42df-a0a4-47447d1853bd · outbound

This paper cites Exploring 3d interaction with gaze guidance in augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Exploring 3d interaction with gaze guidance in augmented reality

Reference 10

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Observation dc57136f-2f9d-43f1-a0d7-87a33c2433bf · outbound

This paper cites Did ”minority report” get it wrong? superiority of the mouse over 3d input devices in a 3d placement task.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Did ”minority report” get it wrong? superiority of the mouse over 3d input devices in a 3d placement task

Reference 11

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Observation 4f4fa37f-78ec-467a-a6a1-412eeb6c2702 · outbound

This paper cites Shape aware haptic retargeting for accurate hand interactions.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Shape aware haptic retargeting for accurate hand interactions

Reference 12

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Observation 7d92e91b-5158-4768-92d4-7610c5af439f · outbound

This paper cites Dreamcodevr: Towards democratizing behavior design in virtual reality with speech- driven programming.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Dreamcodevr: Towards democratizing behavior design in virtual reality with speech- driven programming

Reference 13

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Observation 215301b5-aef5-4cf6-ac75-6ee21689315a · outbound

This paper cites Speech-driven facial anima- tion with spectral gathering and temporal attention.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Speech-driven facial anima- tion with spectral gathering and temporal attention

Reference 14

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Observation 42cae8f5-64ea-467d-85dd-a8dd3b7ab412 · outbound

This paper cites A survey of sketch based modeling systems.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets A survey of sketch based modeling systems

Reference 15

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Observation 226506b9-b2af-4e77-bacb-325f41b371a7 · outbound

This paper cites Matching compound prototypes for few-shot action recognition.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Matching compound prototypes for few-shot action recognition

Reference 16

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Observation 480e6618-5c9c-449f-aef1-31139f0d6066 · outbound

This paper cites DEAMP: dominant-eye-aware foveated rendering with multi-parameter optimization.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets DEAMP: dominant-eye-aware foveated rendering with multi-parameter optimization

Reference 17

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Observation 8cbcd8ec-6b3c-4b92-af23-a30e65f51f3e · outbound

This paper cites An evaluation of bimanual gestures on the microsoft hololens.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets An evaluation of bimanual gestures on the microsoft hololens

Reference 18

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Observation 1be2d61e-b88f-484d-8754-cf5de240c5c7 · outbound

This paper cites Con- sumed endurance: a metric to quantify arm fatigue of mid-air interactions.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Con- sumed endurance: a metric to quantify arm fatigue of mid-air interactions

Reference 19

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Observation 68431d76-9918-4587-8680-8a64afae1ba9 · outbound

This paper cites Elastica: Adap- tive live augmented presentations with elastic mappings across modalities.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Elastica: Adap- tive live augmented presentations with elastic mappings across modalities

Reference 20

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Observation 245f1a03-e6fb-46fa-92ef-d68d748b357c · outbound

This paper cites LLMR: real-time prompting of interactive worlds using large language models.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets LLMR: real-time prompting of interactive worlds using large language models

Reference 21

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Observation 33ee28f0-8696-46fe-a424-350f19d69bd4 · outbound

This paper cites Weighted pointer: Error-aware gaze- based interaction through fallback modalities.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Weighted pointer: Error-aware gaze- based interaction through fallback modalities

Reference 22

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Observation 1ecbe630-69b8-404c-9217-115c3c129e01 · outbound

This paper cites Gaze-hand alignment: Combining eye gaze and mid-air pointing for interacting with menus in augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gaze-hand alignment: Combining eye gaze and mid-air pointing for interacting with menus in augmented reality

Reference 23

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Observation 245aa0bb-ab59-4942-a98c-2d0bfd893ab7 · outbound

This paper cites Omniactions: Predicting digital actions in response to real-world multimodal sensory inputs with llms.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Omniactions: Predicting digital actions in response to real-world multimodal sensory inputs with llms

Reference 24

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Observation 76c633fa-426e-422b-8b8d-58d9daf02916 · outbound

This paper cites Hybrid gaze/eeg brain computer interface for robot arm control on a pick and place task.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Hybrid gaze/eeg brain computer interface for robot arm control on a pick and place task

Reference 25

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Observation ea2372fa-982a-4af8-933d-e701e5d8d8d4 · outbound

This paper cites Wearable augmented reality: Research trends and future directions from three major venues.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Wearable augmented reality: Research trends and future directions from three major venues

Reference 26

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Observation 099373ad-0695-4913-a76e-a17632e78633 · outbound

This paper cites A taxonomy of interaction techniques for immer- sive augmented reality based on an iterative literature review.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets A taxonomy of interaction techniques for immer- sive augmented reality based on an iterative literature review

Reference 27

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Observation 6f1338c2-0eb5-4ba8-8ac0-dfd42a87b17c · outbound

This paper cites The potential of 360 virtual reality videos and real vr for education—a literature review.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets The potential of 360 virtual reality videos and real vr for education—a literature review

Reference 28

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Observation e226b0e5-159e-4ab4-a141-3c5187b522f3 · outbound

This paper cites A review of human–computer interaction and virtual reality research fields in cognitive infocommunications.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets A review of human–computer interaction and virtual reality research fields in cognitive infocommunications

Reference 29

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Observation e72bc90f-6e52-46c7-84a3-c35ccbdf452b · outbound

This paper cites A survey of immersive visualization: Focus on perception and interaction.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets A survey of immersive visualization: Focus on perception and interaction

Reference 30

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Observation a0b3fc8e-da54-4ef6-87cc-88408aece9be · outbound

This paper cites A review of interaction techniques for immersive environments.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets A review of interaction techniques for immersive environments

Reference 31

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Observation b549df5d-371d-45e9-9bfa-5523c83ca5cd · outbound

This paper cites Virtuwander: Enhancing multi-modal interaction for virtual tour guidance through large language models.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Virtuwander: Enhancing multi-modal interaction for virtual tour guidance through large language models

Reference 32

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Observation c7c471c0-4a2d-4fb8-b458-355c1608fe80 · outbound

This paper cites AMMA: adaptive multimodal assistants through automated state tracking and user model-directed guid- ance planning.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets AMMA: adaptive multimodal assistants through automated state tracking and user model-directed guid- ance planning

Reference 33

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Observation fa48c864-cd41-4952-89f7-566a9529b76a · outbound

This paper cites What and how together: A taxonomy on 30 years of collaborative human-centered XR tasks.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets What and how together: A taxonomy on 30 years of collaborative human-centered XR tasks

Reference 34

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Observation 6c1dffa0-df4e-48c8-8c5a-ad75cc5a1da7 · outbound

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Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Wriarm: Leveraging wrist movement to design wrist+arm based teleportation in VR

Reference 35

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Observation d8ef7a90-25c8-472f-8ce2-90a25eacc408 · outbound

This paper cites Squeezy-feely: Investigating lateral thumb-index pinching as an input modality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Squeezy-feely: Investigating lateral thumb-index pinching as an input modality

Reference 36

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source=pdf_text observed=2026-08-08T12:14:01.594594Z digest=sha256:421a49afdc3387ad21a9e9b78ac96e95447ca8f9b2f3f21bbc5f3a071f937fa7

Observation 83f6f1a1-6fae-4804-94e9-73f6f9ee6942 · outbound

This paper cites Wormholes in VR: teleporting hands for flexible passive haptics.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Wormholes in VR: teleporting hands for flexible passive haptics

Reference 37

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source=pdf_text observed=2026-08-08T12:14:01.597451Z digest=sha256:174a7482e122143f684e50d1abcc638e7c14f8017d5aa780476b83c587efc5be

Observation ce8bc888-f8f6-40ab-bf7e-9aef3632c48c · outbound

This paper cites Blending on-body and mid-air interaction in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Blending on-body and mid-air interaction in virtual reality

Reference 38

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source=pdf_text observed=2026-08-08T12:14:01.600380Z digest=sha256:4acb2cc015e87de0d81fc8415889a6b018c28e3e23cbf831a4173c274004d4c6

Observation cae05871-286e-417e-be0e-750f1433b6e3 · outbound

This paper cites Vrdoc: Gaze-based interactions for VR reading experience.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Vrdoc: Gaze-based interactions for VR reading experience

Reference 39

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source=pdf_text observed=2026-08-08T12:14:01.603430Z digest=sha256:01fcc3e7af95ffc1813833f0cc4d54e2863800a7997f4b6270767ccc220f1c36

Observation e7ab9adc-74dc-426d-ae31-5f00f0e57cfd · outbound

This paper cites Kuiper belt: Utilizing the ”out- of-natural angle” region in the eye-gaze interaction for virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Kuiper belt: Utilizing the ”out- of-natural angle” region in the eye-gaze interaction for virtual reality

Reference 40

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source=pdf_text observed=2026-08-08T12:14:01.606255Z digest=sha256:b7d4a1b6b97e525e320446d41eb83aae0fd9c25db88b0462fc46655f148308fe

Observation e31d635d-adf1-4111-9274-df833e351a8e · outbound

This paper cites Lattice menu: A low-error gaze- based marking menu utilizing target-assisted gaze gestures on a lattice of visual anchors.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Lattice menu: A low-error gaze- based marking menu utilizing target-assisted gaze gestures on a lattice of visual anchors

Reference 41

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source=pdf_text observed=2026-08-08T12:14:01.609336Z digest=sha256:ab0e65df4d4916c0c6e2367ee4405a1a83323ef2b61b553cb73b7df4033c64ca

Observation 95050fe2-98e2-4b16-a2eb-476f74022ef3 · outbound

This paper cites Gazedock: Gaze-only menu selection in virtual reality using auto-triggering peripheral menu.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gazedock: Gaze-only menu selection in virtual reality using auto-triggering peripheral menu

Reference 42

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source=pdf_text observed=2026-08-08T12:14:01.612887Z digest=sha256:fdc283a879b2c7a7bd7f883fdb17c30b5fd3cee4fc1d42b85e38c9f28c5ba978

Observation c83b182c-f8bc-4f88-9fe8-ef9a6dff6d1b · outbound

This paper cites Gaze-vergence-controlled see-through vision in augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gaze-vergence-controlled see-through vision in augmented reality

Reference 43

Resolution
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no resolver link, observed 2026-08-08T12:14:01.615748Z

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source=pdf_text observed=2026-08-08T12:14:01.615748Z digest=sha256:7022818279bf172af6f098e9989ca573c7e752fa872967a0912721315f88e9f2

Observation 0d0eb707-7fa9-46c8-86b5-077adfa1fa9d · outbound

This paper cites Efring: Enabling thumb-to-index- finger microgesture interaction through electric field sensing using single smart ring.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Efring: Enabling thumb-to-index- finger microgesture interaction through electric field sensing using single smart ring

Reference 44

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source=pdf_text observed=2026-08-08T12:14:01.618535Z digest=sha256:8e3fcb28731d4c62621f86b1934d24b65ab1562395b98ec4f7b0d902b7f4007d

Observation 058ce80a-1f86-4550-b610-e8d26180580f · outbound

This paper cites Detecting input recognition errors and user errors using gaze dynamics in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Detecting input recognition errors and user errors using gaze dynamics in virtual reality

Reference 45

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no resolver link, observed 2026-08-08T12:14:01.621841Z

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source=pdf_text observed=2026-08-08T12:14:01.621841Z digest=sha256:1228374547bfc3c6efd2c6cc8760a0cd0561409d8a00730dc95fd290dbc63a9a

Observation 0ec8f132-173a-40a7-922e-b3ab10a104b7 · outbound

This paper cites Realitytalk: Real-time speech-driven augmented presentation for AR live storytelling.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Realitytalk: Real-time speech-driven augmented presentation for AR live storytelling

Reference 46

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source=pdf_text observed=2026-08-08T12:14:01.624772Z digest=sha256:8a1fa514afbd7486af3f245cf469fccc5a544b177495c8607a239e809219d3e8

Observation 65786fcb-4e20-4a01-a1ad-4340ac7f0c60 · outbound

This paper cites DEEP: 3d gaze pointing in virtual reality leveraging eyelid movement.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets DEEP: 3d gaze pointing in virtual reality leveraging eyelid movement

Reference 47

Resolution
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no resolver link, observed 2026-08-08T12:14:01.627593Z

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source=pdf_text observed=2026-08-08T12:14:01.627593Z digest=sha256:a881c99306fb803b30b9174c245420b09d9992de79574fa6c7adb2388a3279b7

Observation 2b08b6b4-6449-4f39-a06d-7984a5b293d0 · outbound

This paper cites Evaluation of text selection techniques in virtual reality head-mounted displays.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Evaluation of text selection techniques in virtual reality head-mounted displays

Reference 48

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source=pdf_text observed=2026-08-08T12:14:01.631287Z digest=sha256:e7dcab3c03e06c5d96f12fc18c4f229bc48885ec941bcc4fc35fe7bf0de70668

Observation 9f0396e5-210e-4e83-aaba-d056c5a3896b · outbound

This paper cites Clenchclick: Hands-free target selection method leveraging teeth-clench for augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Clenchclick: Hands-free target selection method leveraging teeth-clench for augmented reality

Reference 49

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source=pdf_text observed=2026-08-08T12:14:01.634074Z digest=sha256:3c1cfefde60d76b464a784f72bdc4fc7938e16fab3d79d45f5b5c79c957e8349

Observation 13aeda88-f969-4b96-ad88-3220918a543d · outbound

This paper cites An exploration of hands-free text selection for virtual reality head-mounted displays.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets An exploration of hands-free text selection for virtual reality head-mounted displays

Reference 50

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source=pdf_text observed=2026-08-08T12:14:01.636771Z digest=sha256:40e7fb09f4e0fa1cbeabcf7d3e2558d335c06fc9b543139ede655b82bbdac98c

Observation 9dacdc3b-df98-4613-91ad-2d966a9bd129 · outbound

This paper cites Fingerbutton: Enabling controller- free transitions between real and virtual environments.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Fingerbutton: Enabling controller- free transitions between real and virtual environments

Reference 51

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no resolver link, observed 2026-08-08T12:14:01.639740Z

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source=pdf_text observed=2026-08-08T12:14:01.639740Z digest=sha256:ed9e9d8f6b3649cf399cf0013bd1bf3d5463d04a753fe6170258527f52cf18ef

Observation 05339b00-626b-4a7f-b82e-c9c157303140 · outbound

This paper cites Pinchlens: Ap- plying spatial magnification and adaptive control-display gain for precise selection in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Pinchlens: Ap- plying spatial magnification and adaptive control-display gain for precise selection in virtual reality

Reference 52

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source=pdf_text observed=2026-08-08T12:14:01.642792Z digest=sha256:9b97e20c898fe9c8e45d394d585b556d3e68ba4e35141a269d4cf69f4d8f2d75

Observation 52a0ade2-8068-481f-b2b2-8cc413e4e935 · outbound

This paper cites Hotgestures: Comple- menting command selection and use with delimiter-free gesture- based shortcuts in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Hotgestures: Comple- menting command selection and use with delimiter-free gesture- based shortcuts in virtual reality

Reference 53

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no resolver link, observed 2026-08-08T12:14:01.645769Z

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source=pdf_text observed=2026-08-08T12:14:01.645769Z digest=sha256:f64ae4f71e890664beabc5956fd0ccaa84a4475d21a0834e7a2871e1be546287

Observation 788bd3b5-b5c6-408f-b242-f53376c077af · outbound

This paper cites Fingermapper: Mapping finger motions onto virtual arms to enable safe virtual reality interaction in confined spaces.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Fingermapper: Mapping finger motions onto virtual arms to enable safe virtual reality interaction in confined spaces

Reference 54

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source=pdf_text observed=2026-08-08T12:14:01.648503Z digest=sha256:343df7d8f2cd7273a8f5fd8169c60c56db168258dc341afb8cc274d5da840fe0

Observation 2e9ded66-5a62-46ae-9dae-8278b6b8af71 · outbound

This paper cites Leap to the eye: Implicit gaze-based interaction to reveal invisible objects for virtual environment exploration.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Leap to the eye: Implicit gaze-based interaction to reveal invisible objects for virtual environment exploration

Reference 55

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source=pdf_text observed=2026-08-08T12:14:01.651354Z digest=sha256:326245238647ac85d3d6ceb7da2ebcd930b1d6bb352a255adf73c7227090c257

Observation fea9a161-9da4-495c-8904-1e0057d6a7e3 · outbound

This paper cites Vergence matching: Inferring attention to objects in 3d environments for gaze-assisted selection.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Vergence matching: Inferring attention to objects in 3d environments for gaze-assisted selection

Reference 56

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source=pdf_text observed=2026-08-08T12:14:01.654531Z digest=sha256:504e3f6c90e8a0f56632eec423d0a0d4bf3db4cfec38aec146e11318766e03ff

Observation f7f31a3a-9b4c-483d-982e-d9273775b1b8 · outbound

This paper cites A fitts’ law study of gaze-hand alignment for selection in 3d user interfaces.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets A fitts’ law study of gaze-hand alignment for selection in 3d user interfaces

Reference 57

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source=pdf_text observed=2026-08-08T12:14:01.657561Z digest=sha256:a9e6157ba31be7530dd7d85d0343225e06f435f88363e3f0535075f1a6315bfd

Observation c824b099-23a4-42d4-beaa-04b3e58e10f1 · outbound

This paper cites Exploring gaze- assisted and hand-based region selection in augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Exploring gaze- assisted and hand-based region selection in augmented reality

Reference 58

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source=pdf_text observed=2026-08-08T12:14:01.661187Z digest=sha256:4a158bf01ae881a1b47855ecef07ae01582f778d98087ef937e6f744dd300282

Observation c6b8fe89-022a-4237-b031-279598fba8fe · outbound

This paper cites 3d selection in mixed reality: Designing a two-phase technique to reduce fatigue.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets 3d selection in mixed reality: Designing a two-phase technique to reduce fatigue

Reference 59

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source=pdf_text observed=2026-08-08T12:14:01.664240Z digest=sha256:0cfdfd8572515b65a14f80a93578ae44a06b41d66c76984eb15fc9b1ec09c337

Observation 5b17ba82-ba37-4b7b-9e51-91b8a281b4a5 · outbound

This paper cites Compass+ring: A multimodal menu to improve interaction performance and comfortability in one-handed scenarios.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Compass+ring: A multimodal menu to improve interaction performance and comfortability in one-handed scenarios

Reference 60

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source=pdf_text observed=2026-08-08T12:14:01.667405Z digest=sha256:efbeb7b49a87066505bfe78e17bc6da5bb89c6905e8ca2fa7a3119d40a1ff9d2

Observation 0cbf1e6a-3399-4ace-a45f-3d507e5061e9 · outbound

This paper cites Predict- 24 Front.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Predict- 24 Front

Reference 61

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source=pdf_text observed=2026-08-08T12:14:01.670297Z digest=sha256:c259d2f3088d85b38e3034704aa321e31cebc79b587737b7bc0ba18d9ff1525a

Observation 1d96af1c-4063-4609-ad01-74c02f8f0520 · outbound

This paper cites Classifying head movements to separate head- gaze and head gestures as distinct modes of input.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Classifying head movements to separate head- gaze and head gestures as distinct modes of input

Reference 62

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source=pdf_text observed=2026-08-08T12:14:01.672932Z digest=sha256:4fb8f8895348807f19b886a03ad292ee490b857fe6b08dca082a921ad67ae4da

Observation 4288b2c9-9ca4-44d0-81b9-f3961818cea0 · outbound

This paper cites Conespeech: Exploring directional speech interaction for multi-person remote communication in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Conespeech: Exploring directional speech interaction for multi-person remote communication in virtual reality

Reference 63

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source=pdf_text observed=2026-08-08T12:14:01.675622Z digest=sha256:16f9104150e200aec37dfece23d27823d0e0b4a272f5e4694ef678b694fe5371

Observation 6e10860d-49ab-4202-93ad-3b2e18b5813d · outbound

This paper cites Exploring bi-manual teleportation in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Exploring bi-manual teleportation in virtual reality

Reference 64

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verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.627023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.678396Z digest=sha256:9679db0f82399a1fe3c505485c95b257dc054d0bcf1f2651e6de454823c444d1

Observation e26063bf-2d9c-47cb-87c3-92fda1bd1bb0 · outbound

This paper cites Tripad: Touch input in AR on ordinary surfaces with hand tracking only.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Tripad: Touch input in AR on ordinary surfaces with hand tracking only

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.618398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.681147Z digest=sha256:3a6dcfc04b8ae9280592fd82961aa1501d4a1a1da3ee29d153048c4b3194e984

Observation 4d916328-39e8-49a7-a4d2-6cf786307ce3 · outbound

This paper cites Eye- shadows: Peripheral virtual copies for rapid gaze selection and interaction.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Eye- shadows: Peripheral virtual copies for rapid gaze selection and interaction

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.609293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.684055Z digest=sha256:d093be44a89ff8b5ace361522646472a40e6a031bdd5d830ef836ae50f763f01

Observation cf028793-d8af-4fe7-90f5-3029dc4043b4 · outbound

This paper cites Focusflow: 3d gaze- depth interaction in virtual reality leveraging active visual depth manipulation.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Focusflow: 3d gaze- depth interaction in virtual reality leveraging active visual depth manipulation

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.600709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.686796Z digest=sha256:d47031dbbc350627cb0f10f42b068fb7a796c3d33c55d76a09e31805567f3dfc

Observation 5565643d-b88c-48d0-ad8e-344b95ddf035 · outbound

This paper cites Eyeguide & eye- conguide: Gaze-based visual guides to improve 3d sketching systems.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Eyeguide & eye- conguide: Gaze-based visual guides to improve 3d sketching systems

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.592260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.689827Z digest=sha256:cc49e40a9c8047c9446ddccabbb50877cccfd0f2b2cf1147af46d34fefde31ef

Observation c737780e-9a89-40da-852a-b476ec7cbd06 · outbound

This paper cites Beyond the blink: Investigating combined saccadic & blink-suppressed hand redirection in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Beyond the blink: Investigating combined saccadic & blink-suppressed hand redirection in virtual reality

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.583571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.692630Z digest=sha256:688f6739d56fdc54a38694204ac08e16ca14e9377183a7ef4b576d0ebf119f9e

Observation 3933b6d3-c36d-416e-8d81-cf46f8899bea · outbound

This paper cites An artists’ perspectives on natural interactions for virtual reality 3d sketching.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets An artists’ perspectives on natural interactions for virtual reality 3d sketching

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.574962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.695495Z digest=sha256:c3ec60766d32a494aea9effad23be4e5291ad24219ed22a66da226c5708e7eb0

Observation 44bb662c-0188-441c-a3bf-cae41d630777 · outbound

This paper cites Gazepuffer: Hands-free input method leveraging puff cheeks for VR.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gazepuffer: Hands-free input method leveraging puff cheeks for VR

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.565148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.698326Z digest=sha256:389085ecbb9e45f5cf41515f7de6bfb71db97759116ef081265f01655da7aa74

Observation 80513287-388d-438f-bdf1-e0a0153601e5 · outbound

This paper cites Selection performance and reliability of eye and head gaze tracking under varying light conditions.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Selection performance and reliability of eye and head gaze tracking under varying light conditions

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.556974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.701072Z digest=sha256:4bd99dc4bede18781e8a69f915e1d5feb84f6a334037d285a5584511fa5e1159

Observation 7575f273-6aef-49a4-8d11-21ca9b9e0d4b · outbound

This paper cites Hand interfaces: Using hands to imitate objects in AR/VR for expressive interactions.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Hand interfaces: Using hands to imitate objects in AR/VR for expressive interactions

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.548149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.704664Z digest=sha256:e56ad2d2caa06822f3d7673c3766d2e042452dd8e2beef008146f529e81e257a

Observation 14ecd878-f353-4269-9015-8ddb1ffa2e35 · outbound

This paper cites Tangible globes for data visualisation in augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Tangible globes for data visualisation in augmented reality

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.539494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.707391Z digest=sha256:940f82cc4377b0767d6a77677d4747224437c745e0ca3ac9b11077ad1d13c8eb

Observation a994a342-ee5a-4829-a2c8-7dc11616726a · outbound

This paper cites Gesturesurface: VR sketching through assembling scaffold surface with non- dominant hand.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gesturesurface: VR sketching through assembling scaffold surface with non- dominant hand

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.530978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.710388Z digest=sha256:17fc915848376b994d535b4b3f2ba5fea8f7a59bc44bf157f7858148108dbabc

Observation 5b07a86a-2ee3-465a-99b3-ab9164deef20 · outbound

This paper cites Toucheditor: Interaction design and evaluation of a flexible touchpad for text editing of head-mounted displays in speech- unfriendly environments.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Toucheditor: Interaction design and evaluation of a flexible touchpad for text editing of head-mounted displays in speech- unfriendly environments

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.522211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.713935Z digest=sha256:36fb9824fa6d00748d84c9c4faf6143aa2e0c8c9da0af23b9c4031762283914d

Observation 1d3e94b1-4538-4ebb-bc9c-78fb5ed2c281 · outbound

This paper cites The impacts of referent display on gesture and speech elicitation.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets The impacts of referent display on gesture and speech elicitation

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.513150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.716719Z digest=sha256:ffea68fbd260e5af7c23eae0915e887a33e2ed0b8e69db3b6c21ab517a794a95

Observation 6b282d4a-efaf-4803-976d-8306b39ff007 · outbound

This paper cites Dual-gain mode of head-gaze interaction improves the efficiency of object positioning in a 3d virtual environment.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Dual-gain mode of head-gaze interaction improves the efficiency of object positioning in a 3d virtual environment

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.503829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.719402Z digest=sha256:2b8740b6904928b52a49140cf51846064838af56ea9a48878f5b82bcb56520b9

Observation aceb34b4-d18d-43b5-92ea-fad536879ce9 · outbound

This paper cites Tell me where to go: Voice-controlled hands-free locomotion for virtual reality systems.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Tell me where to go: Voice-controlled hands-free locomotion for virtual reality systems

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.494729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.722166Z digest=sha256:c9310201ea44d3453b463e0d11f3006910545cb119500d61ad88ba0219ffeafc

Observation 6c818e8c-76d3-4e78-9e29-d251b7d8f8f6 · outbound

This paper cites Co- bodeck: A large-scale haptic VR system using a collaborative mobile robot.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Co- bodeck: A large-scale haptic VR system using a collaborative mobile robot

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.486359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.724943Z digest=sha256:f70c10b65ed6d9eb361250b5edccc9c3a44cec46a482588bd6762d84f6d2f72d

Observation 97dd21f4-ea6f-4111-8646-c7bbe138b0be · outbound

This paper cites illumotion: An optical-illusion-based VR locomotion technique for long- distance 3d movement.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets illumotion: An optical-illusion-based VR locomotion technique for long- distance 3d movement

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.477673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.727805Z digest=sha256:89e38e914a2c3a249431cb7dd1c2e0ef313610a7fd384d73936764bbee9651ee

Observation 4411966e-e277-4fed-9d14-f7e09a2b0a03 · outbound

This paper cites The rayhand navigation: A virtual navigation method with relative position between hand and gaze-ray.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets The rayhand navigation: A virtual navigation method with relative position between hand and gaze-ray

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.468824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.731146Z digest=sha256:a42a9f12773802dbd38f3dd42a37314541abf4f13e85a6033bbf89ea01305723

Observation a80fb63d-15e4-4a7a-8a67-c77556d1bed6 · outbound

This paper cites Snap, pursuit and gain: Virtual reality viewport control by gaze.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Snap, pursuit and gain: Virtual reality viewport control by gaze

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.460478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.734522Z digest=sha256:f061db57dab28877d8197b2db225ebd2686d91abef9c126d4800ffa863357b8a

Observation 920c13c1-757e-4673-be2b-bf0be49a3cce · outbound

This paper cites Shapefindar: Exploring in-situ spatial search for physical artifact retrieval us- ing mixed reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Shapefindar: Exploring in-situ spatial search for physical artifact retrieval us- ing mixed reality

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.452231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.737304Z digest=sha256:fa643847be8ff458c4b509e8c611d717b1c2008dfdc818f018f4fee3111bcd46

Observation e1c86f9d-aa2a-43e1-b77f-e0f06b7a22a7 · outbound

This paper cites Efficient special char- acter entry on a virtual keyboard by hand gesture-based mode switching.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Efficient special char- acter entry on a virtual keyboard by hand gesture-based mode switching

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.443683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.740060Z digest=sha256:00edf5c10ca4b941847f0b14a9f2cfa3205ccd4981495654ad94c68660ce704c

Observation c19a2bb1-b0dc-485a-a84c-46cf5374069a · outbound

This paper cites Tapgazer: Text entry with finger tapping and gaze-directed word selection.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Tapgazer: Text entry with finger tapping and gaze-directed word selection

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.434817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.743070Z digest=sha256:ccf64872942ff249f98f52edb6664dc2dafc5b629bda63748fc5c4c5732be405

Observation 6aa7b20d-8c50-49ca-935d-0604a7b791f5 · outbound

This paper cites Fast and robust mid-air gesture typing for AR headsets using 3d trajectory decoding.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Fast and robust mid-air gesture typing for AR headsets using 3d trajectory decoding

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.426110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.745899Z digest=sha256:2328348214b7a8b2539d449b2e372e8fc161c479a22451837fb219b0f26d527e

Observation ee9b4e21-27e9-42de-9df7-7b00f6c3a166 · outbound

This paper cites Gaze speedup: Eye gaze assisted gesture typing in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gaze speedup: Eye gaze assisted gesture typing in virtual reality

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.417480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.748744Z digest=sha256:e76bd22cb2d32c84344de53e311acbbc2f680047ea52d88114204b87d8ef2f6c

Observation 17512261-0fb3-4519-8544-5ea9f264004a · outbound

This paper cites Glancewriter: Writing text by glancing over letters with gaze.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Glancewriter: Writing text by glancing over letters with gaze

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.408995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.751637Z digest=sha256:755d717b39bb55d049ae4d2980e4ae7961011c9f2bb4f1d76b7f658a022d4490

Observation 91fbf598-4e08-464d-b151-a47757ff451e · outbound

This paper cites Echospeech: Continuous silent speech recognition on minimally-obtrusive eyewear powered by acoustic sensing.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Echospeech: Continuous silent speech recognition on minimally-obtrusive eyewear powered by acoustic sensing

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.399189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.754440Z digest=sha256:9fd5380b2c9ca88b4b16f885075098c71426d6eba49ff735afe736b25b07c3d4

Observation 21fbe659-6d67-44e9-9e69-9becf7a0d0b7 · outbound

This paper cites Ringgesture: A ring-based mid-air gesture typing system powered by a deep-learning word prediction framework.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Ringgesture: A ring-based mid-air gesture typing system powered by a deep-learning word prediction framework

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.390507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.757428Z digest=sha256:7378cced3e3cc8e1b64ac37b43a815bd813f0f12c8959e279e59e4bc781d1935

Observation 5b07cd50-0e51-49ae-b315-5b6b8a3e6dca · outbound

This paper cites Skimr: Dwell-free eye typing in mixed reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Skimr: Dwell-free eye typing in mixed reality

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.381595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.760559Z digest=sha256:5da07807d810c30824193060713b1a40e690d1a5c32fa8676fd0f1f5eb4ee49b

Observation c9d2c580-f4af-486a-a27a-ab3bac85fc4f · outbound

This paper cites Robust dual-modal speech keyword spotting for XR headsets.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Robust dual-modal speech keyword spotting for XR headsets

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.373214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.763113Z digest=sha256:db539c5676b6eea025820101c5b014e7a9a87bac3fc787d63085b9940a938ca4

Observation f8025ce1-6607-4e39-aee6-4405fd43550e · outbound

This paper cites Eye-hand typing: Eye gaze assisted finger typing via bayesian processes in ar.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Eye-hand typing: Eye gaze assisted finger typing via bayesian processes in ar

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.364206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.766738Z digest=sha256:bbef400a9d05e3039a9e677981a831f207dd6e635a4a98f98b85ed6600169a50

Observation 6746556a-9e4b-4b30-aec0-e91e32e21de4 · outbound

This paper cites Augmented Conversation with Embedded Speech-Driven On-the-Fly Referencing in AR.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Augmented Conversation with Embedded Speech-Driven On-the-Fly Referencing in AR

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-08T12:14:01.769683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:14:01.769683Z digest=sha256:136aaed624c848a86846a21efd675b73af35be4706b85fc9b2689680ed25a0a6

Observation 3f4a954b-1a26-4385-8241-8b7c64f2e0c1 · outbound

This paper cites G-VOILA: gaze-facilitated information querying in daily sce- narios.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets G-VOILA: gaze-facilitated information querying in daily sce- narios

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.355760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.772945Z digest=sha256:3af9241d397809ac223fd9e62bf670ffd2f695402e216a1629b408b206a5c7ee

Observation 4a19db43-16b9-4126-b8b2-012b1fbbd96a · outbound

This paper cites Gazepointar: A context-aware multimodal voice assistant for pronoun disambiguation in wearable augmented reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gazepointar: A context-aware multimodal voice assistant for pronoun disambiguation in wearable augmented reality

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.347276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.775707Z digest=sha256:dd9ed7fef6e415a434fa2c563791e9dde0d1a703125f6641edcb734df5d0b314

Observation caf2eafb-c2ea-474a-bc63-d554bc92f31b · outbound

This paper cites Exploring visualizations for pre- cisely guiding bare hand gestures in virtual reality.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Exploring visualizations for pre- cisely guiding bare hand gestures in virtual reality

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.337281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.778500Z digest=sha256:66619fa9a38a9cf523fd1635154aaa1d95765a408b4617aa32d4ff12fe850215

Observation ab7dfe2d-7e81-4130-9067-98fa8a19cfc6 · outbound

This paper cites Gesture spot- ter: A rapid prototyping tool for key gesture spotting in virtual and augmented reality applications.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Gesture spot- ter: A rapid prototyping tool for key gesture spotting in virtual and augmented reality applications

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.327859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.781379Z digest=sha256:6602cfbdf8f3f8b5441fc3c8e51fcd7730c5371eb14508ce4ed12ec13504efa1

Observation 3351dfdb-3c3e-4abb-a80e-49aa9686a238 · outbound

This paper cites Echowrist: Continuous hand pose tracking and hand-object interaction recognition using low-power active acoustic sensing on a wristband.

Towards spatial computing: recent advances in multimodal natural interaction for XR headsets Echowrist: Continuous hand pose tracking and hand-object interaction recognition using low-power active acoustic sensing on a wristband

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:14:02.319165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T12:14:01.784038Z digest=sha256:e3d7cfa30b01bc7ff5262748278addeffecca1bcfa090fd602f3e9aa5b1c1099

Pith citing papers

Observation 25dcfe44-1e98-4f4a-86dd-0148f6fc1917 · inbound

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR cites this paper.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Towards spatial computing: recent advances in multimodal natural interaction for XR headsets

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:46.462836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:46.462836Z digest=sha256:e8e6b421c11fab3f5784cf6bd232853cb3b0d309d7a924cb3233ada81a7f045e

Observation 6934ae4d-a8ab-4dd6-bd81-e84dc6187708 · inbound

Memento: Towards Proactive Visualization of Everyday Memories with Personal Wearable AR Assistant cites this paper.

Memento: Towards Proactive Visualization of Everyday Memories with Personal Wearable AR Assistant Towards spatial computing: recent advances in multimodal natural interaction for XR headsets

Reference 76

Resolution
verified exact
arxiv_id, observed 2026-05-16T10:50:51.426129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T10:49:25.312165Z digest=sha256:039dfcb80d671a74360bf531f0cdc21f27f42e757bd871f78d90ed61da164373