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Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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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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=sha256:3f9a8fb880b360e12fd45c2d2d392ff7a3d4f4e78aef1850eb853a84c774d325

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=sha256:4f0314a6fcd8cd2d314769916da0ea5153f430178b9365dd795bad76f7f0a161

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=sha256:269ecb9f833f6400f60b2c6bbaa37fe56c8769619525f3f3f528f48e56c9ec51

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=sha256:7256a93fd999390b5a07a7c4d4227375d5947bf8d4d1ed7abafb76798b59e04d

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=sha256:3c2a2b12da79af98c874463cb26c75f5c1a772827f029cdfcbd3e97d4a139d93

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:e3fbfbbe4159bdde4934d34538394b4c9ed10cb55254173b841f8b4118f39087

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=sha256:70ff0cac1e8093347586f8832a824417d17f24d0210bb3de431f74a6488f992f

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=sha256:7ed4c195bad01cc41df57f18930e5dad44568949d167ce15d5cf4b9c48ca9d14

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=sha256:2b0ac6326d66adc0e7880f0bb4a0eab58d1eaf17c167f981aafdc47f8b48ff87

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:b4561562174aa2bff082bf86087fd2e5b50dab8368780cd908d32bf96350ec27

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

Resolution
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no resolver link, observed 2026-08-08T12:14:01.624772Z

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source=pdf_text observed=2026-08-08T12:14:01.624772Z digest=sha256:e4f91b28ed82a61dd67519f5c9db704a8fdb2dc0baa2707dd2d397038deed305

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=sha256:158ee5804b97d10b77e44ed9205c86d3db7f9c36ebdf6497fa388f7280d65894

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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no resolver link, observed 2026-08-08T12:14:01.631287Z

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source=pdf_text observed=2026-08-08T12:14:01.631287Z digest=sha256:0f6275c1ba33de115869ed48da5e5e4f103d795f8ac1d38132320b6ac5c2df4a

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=sha256:3adf0d216e3ebedc3e1f15f8435260bbcec0c77407ef2a8cb047bc30421a6725

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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no resolver link, observed 2026-08-08T12:14:01.636771Z

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source=pdf_text observed=2026-08-08T12:14:01.636771Z digest=sha256:f756c836dcd26c0cec208130af8121c75560cb2c38b70f74fd5966e211694c4f

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=sha256:34daac92d767daba4265a4cdddc4a2e5bfcfe5120a781cd71efd75e4920e47f8

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:ea89db212d54faa5cf464388e13e65ede1891cc236720c19db7e322a9ce3676f

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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source=pdf_text observed=2026-08-08T12:14:01.645769Z digest=sha256:ab8e9b9833f38e11e1df920d75343ee1af489475bd3fe84ffcd2f0b3c590ca2b

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=sha256:19c0f4729b02109fd0c78b91d0e5edc17b37b7fdafdce46d6ce671e43d0ed61e

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:e50f361301f6b6062603a34dbb46361edc5401525474583d1da5bf96d0f134db

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=sha256:939419e34b3e98c5e2898c5c7b9ddb0bb4f37c2f06e23f507d94326fc5c21f97

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=sha256:12de228386b9c17626556a256ae08688facac8a6c7116702ef302936075296a6

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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no resolver link, observed 2026-08-08T12:14:01.661187Z

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source=pdf_text observed=2026-08-08T12:14:01.661187Z digest=sha256:82042f8dfdde8c628f4dd2476b05842486e388fcf36374557e9f503657170e65

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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no resolver link, observed 2026-08-08T12:14:01.664240Z

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source=pdf_text observed=2026-08-08T12:14:01.664240Z digest=sha256:ced1bcfdcc6ef8b8512cce5b58e70880337eb77486a76e2304ec4bf407de1e8d

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:b32083dec552383488110c8a46063118e85438bf7c0dac894eeff5a10a2405b4

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=sha256:884b0c9b624f92027cc3be2319a03cc813f1a8c9816ce03116b1883b555836fe

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=sha256:3cadafc8ba1896a453557727a446708ca1af03c4a3ac7d56702b4a2780bced14

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=sha256:249f13157e426a34e660f82cb9905a7435449f5348e41567bb554d095c2267fe

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

Resolution
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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.678396Z digest=sha256:a023c5592644a5111515e4f7b732f84f9f29f751700f031735e63df84d8ab1e1

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.681147Z digest=sha256:246dda494c5d82e5b3c1a3a57a318fe41dc053f04486d5ee53c143c7db04fe4c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.684055Z digest=sha256:cbf466859cf16e15ca5c72ffea791fb80a6d90dcabb5774d4b3d7f61d47e6995

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.686796Z digest=sha256:3d248f41fac14618dccd65edc035e0e2447d840038d351bd70680f8d0688d08c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.689827Z digest=sha256:ca52f1efe1cde8762fcf4454a2bec1246b7fc5ca0c0ae86a336a04ff442b74a2

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.692630Z digest=sha256:d190f85a91ef80d5f279e17911178fc9490e141bcd5233c96abb21f2f633039c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.695495Z digest=sha256:36ae2f67dbadf4f4b332f699399ceb3d14149cfd67d4d718bcfa0cd882012b90

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.698326Z digest=sha256:d8defb8bbd840a42f081d643e203e1160dc8a84c0f98430867fa44f44141f980

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.701072Z digest=sha256:d2a5ea4e5be6d15e3688d36a1850d8ca425c287a1e2ca47d7647d94db558980a

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.704664Z digest=sha256:55c703af5ba31050c7309877094336a1c76cd07bb8a9323491adc57306429dbd

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.707391Z digest=sha256:eb43058d4b715da1dbda8fc5efc908337ee77eca48196ac821bf5a2ff4a8ba4e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.710388Z digest=sha256:ff730f7fd11fc76b1eb440201ac7738f26a864af429bb7285de2967cbc722b8f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.713935Z digest=sha256:9b848173afdd02c8dacb6f12ae876a00d2e1abdbb910e32eafc460f2ed9b8c1d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.716719Z digest=sha256:aa6315a9e1d5e60cccf7524de63274c975d5be3e109cd3072650947a93b2d04f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.719402Z digest=sha256:374977623b7e22fbf1936b2393041b086f7dd36faa47c6b7cf04c6380147e79b

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.722166Z digest=sha256:8d98adb3a5c313b0c816428305bb5582e6cc4e47b816b5b986ffa9eb2a068f40

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.724943Z digest=sha256:483b972cf229c4b8b68cf19f4ff6dbfe476ce9e61289722caebd206bbda34934

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.727805Z digest=sha256:0058e770ef0e276ad345fd42321f1315f93368a2078cb7c7306396b83d340b04

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.731146Z digest=sha256:d38f2daeb46a653b7b5bb75b20d187cdbbda2fc71b058f5645c37486b24cf7fd

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.734522Z digest=sha256:e84fdd43e8c64cfd7584c41eeb11658170eac7389cbfa377316e783b84912637

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.737304Z digest=sha256:b9d5a99b14e1a503ba6e34cb922fd6a52cdd784941b4c23bf2474ea3af0364f8

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.740060Z digest=sha256:ffcbe35cdbbc4babc8be368fb219a36a7fee5070cb8323c559b5e46e2ae7f7eb

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.743070Z digest=sha256:2b5b61c09a11117110d7b2f9eb58f30409b66152fe3366887ff7cf35e0958592

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.745899Z digest=sha256:259746bd14edd3fa0b4d335a1ee69f269a7282cad3dc301a2a017d7e503c4a81

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.748744Z digest=sha256:41bcc146fc8f04d2aa80d2dc83741b8574269f9f3d2e3dd7cf4eb70431108bf8

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.751637Z digest=sha256:70f9a9341943ec4165c30696b44442e79fbdda28798bc6b0c3585c7985c39362

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.754440Z digest=sha256:7fef6e462f987606ca57ca73958784b222bb6e8905cd8a4feaad1d659583b389

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.757428Z digest=sha256:b591e7852dce380936eeee35aa2bca1c54a118b24e6200b8f80a5a70b3e0c5e8

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.760559Z digest=sha256:fa4b3e3cdff3acdca0be33c35d511f6404231bb909a305926d78b930f4a64ce3

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.763113Z digest=sha256:fe3d57ffd8ba8ba0c32d2e31f51a2c49c953147dd933ceb264151297fd78b2a8

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.766738Z digest=sha256:dd9c1e03a73d3a7c35e616808b1a45106eb835a2cf17c3cf5131cc7fe47007e0

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:df9487c71a127e144c56e8fe6f186b46a67c0cf37db09915285af02eb00be652

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.772945Z digest=sha256:fb33d7d8e7ed16f5560b5f21f10e878734b84d9bc6b540ed14a097832b679f0b

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.775707Z digest=sha256:50fadeb2eaf5b97e1e33021871727ed393aa900c3a34f1bfe21d6debf8ba8827

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.778500Z digest=sha256:855712832322fae56b6309a18b4ba17ea4081766d697da2c2370d6bdb72144f0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.781379Z digest=sha256:0ad4f08f81a86bb6b5ac51c7b6367e07fcfc67ee9c48f52afd03f57e6b57f7f2

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:14:01.784038Z digest=sha256:dd8eb2813bcc10d09b6cdaae04bc8fd82526fef27e99a3d0515d52d6b552362f

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:e580ea2a0b555f778bb458d1d0dfba82c312b0551948cab2111d1253ba3411a7

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-16T10:49:25.312165Z digest=sha256:bab6487bebfa16860a3b822fe4d4fed1ee55541db37917fb0d3850b33d5cb281