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Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2506.05683.

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

pith.paper-citation-record.v1
2506.05683 v4

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:52.278256Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

82 of 82 outbound references displayed

  • verified exact4
  • verified fuzzy41
  • unresolved36
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0181ac83-3da8-410c-9f91-2afdd7bad9b2 · outbound

This paper cites A., Felix, R., Hinsch, C., Shahab, H.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR A., Felix, R., Hinsch, C., Shahab, H

Reference 1

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no resolver link, observed 2026-08-07T10:19:45.635858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:45.635858Z digest=sha256:0f65e3baffeedc49dfd5b9ea69c0ed0feb1439abedc03c9736e1a06e3a0fa7fe

Observation d137fd53-d5f6-4886-ac57-116c47cdd82a · outbound

This paper cites Virtual, augmented and mixed reality are the 4th wave.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Virtual, augmented and mixed reality are the 4th wave

Reference 2

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unresolved
no resolver link, observed 2026-08-07T10:19:45.732693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:45.732693Z digest=sha256:f73d82d7e29c7e2c5269ec909ec539b99dd6c91a541fe70ae76d2aacf1d50f60

Observation 05080815-d03c-4cce-8caf-d81440e6efe2 · outbound

This paper cites Virtual and augmented reality market size research reports.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Virtual and augmented reality market size research reports

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.222514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:45.792863Z digest=sha256:586c71cc54938e6c0847d56160ff18f61a1e14816c8adff4650af604734bb373

Observation c03cda29-6966-4e98-ada8-47f7f920e0cc · outbound

This paper cites A comprehensive review of multimodal XR applications, risks, and ethical challenges in the metaverse.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR A comprehensive review of multimodal XR applications, risks, and ethical challenges in the metaverse

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.216601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:45.886905Z digest=sha256:560ccc3bfe43763fc087801ecb4ae28e8f5db8056ea77650ee8735e9dbb82dbb

Observation d6de1a97-1a83-4ac9-9f6d-fa7156fedee5 · outbound

This paper cites & Dodds, H.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Dodds, H

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.209397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:45.995883Z digest=sha256:dec4b87becef6756d9645d3ae6e2eac4c6592d7e5301fb457b11c11f4452945d

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.203045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.108309Z digest=sha256:b3f6825c8b199b97d4ad5ce99b712dc3a0ac5f4d292a990d0a92860649bce536

Observation 2bba479e-274b-4592-b0a1-4326f3be9258 · outbound

This paper cites & Blandino, S.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Blandino, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.196971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.214502Z digest=sha256:af7aea8c1f30255ec00965a24f8d2a64014fd38af6fd85cd4212774b2c3bd04b

Observation e6fb4f4c-b74c-4d26-89ae-060ab89a194d · outbound

This paper cites & Popovski, P.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Popovski, P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.190883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.304878Z digest=sha256:11b7064255c9e2d439f4b9c4f98c3932a42629e7e0a68f111835bd829a25639d

Observation bd18b16d-640f-4090-ba9b-0125ae266947 · outbound

This paper cites & Hashemi, M.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Hashemi, M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.184168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.371819Z digest=sha256:a0e031cdcd16f06fb1be4300e820dc653a2216b172b09e7c1b03fc88c4b4e02c

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

This paper cites Towards spatial computing: recent advances in multimodal natural interaction for XR headsets.

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

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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=sha256:01edd12adb7583681ae8b9d44673125ad6ddfb62b09627ebdafff374468ecc1d

Reference 11

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unresolved
no resolver link, observed 2026-08-07T10:19:46.539875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:46.539875Z digest=sha256:7fcf7bbe584464d84971ef178dd28843cad434c343023f1f9496a0241341943f

Observation 17b861c0-e3e1-4531-b371-5d435cd0f69b · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.177796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.599711Z digest=sha256:cf258c0aa0ef2ec50be1a13fd76e0fe720b6917d449a817346eef69d52e25ceb

Reference 13

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unresolved
no resolver link, observed 2026-08-07T10:19:46.666796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:46.666796Z digest=sha256:5204bae45ed596f8476f773297e199a2750adf2e6cd999c51b0f35e1488a33d7

Observation de5eb9ac-47bb-4d29-ac40-e573b95c666e · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.170958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.712937Z digest=sha256:eb34fccdf4370e6756566591981eb4d14ae58e1e00374bd2f2c46ac63f4d7f90

Observation 7bb5b5a1-c9cd-4a8f-a8f0-0a2cda3f712f · outbound

This paper cites & y Arcas, B.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & y Arcas, B

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.163899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:46.804548Z digest=sha256:eda4423279876badfad2a3c53133d54dd66a1578fdd5a59e6efc087b49ef56a1

Observation 88592856-a7c6-4888-8e27-b09b16948f6e · outbound

This paper cites A Survey on Foundation Models for Personalized Federated Intelligence.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR A Survey on Foundation Models for Personalized Federated Intelligence

Reference 16

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no resolver link, observed 2026-08-07T10:19:46.870477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:46.870477Z digest=sha256:b00b8af3eebd5fd0a4d52a67add3dda0ccf690c38a0b65eb5e0b52342a8f27ef

Observation 25e88202-060b-49a0-a5ef-a8f86810a50f · outbound

This paper cites & Tresp, V.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Tresp, V

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.157048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.000242Z digest=sha256:838b2c010e41a8fcf7d248a91f3d0f4b622387cfb3364a3c523d872e47fff462

Observation 9c023bb5-a7e3-4b44-b23e-223834172a89 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-07T10:19:55.149988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.093470Z digest=sha256:ee463df278b11026be6c897bececc86a54480f01ada0deaf62e07ac81defd0e3

Observation acf4594e-7498-4afc-8e07-671c08281b45 · outbound

This paper cites & Rampa, V.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Rampa, V

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.142425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.160139Z digest=sha256:bff86e66b3aadafdbbb27c916e1ecbe464b395112718c7945cf83a1ddfd856ad

Observation 974bc673-ce58-4ed4-a627-dcfe8dcaee43 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.135649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.224100Z digest=sha256:6516d6d8314dc7e45259f6ed2c71f50b244e697c3fdae5dffd2a23031bdfd29e

Observation e98254a4-2a4d-47c8-bffa-bc018ab06067 · outbound

This paper cites M., Soner, B., C ¸¨oleri, S., G ¨und¨uz, D.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR M., Soner, B., C ¸¨oleri, S., G ¨und¨uz, D

Reference 21

Resolution
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raw_fallback, observed 2026-08-07T10:19:55.129164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.306843Z digest=sha256:eb5a9b97013e44076f37291d357917347cc4b65d7575dd5cab9e2f244bf8b923

Observation 3c3093a2-a441-4a1e-b174-5bf8216a1671 · outbound

This paper cites J., Chiang, M.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR J., Chiang, M

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.122779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.377347Z digest=sha256:5226bb66aa086d9f77961b89113a9e7688a110f16b0ce49e2af340eced34ed45

Observation f544b34c-cfe8-4a14-9c5d-30754be39c9a · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:47.427012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:47.427012Z digest=sha256:7d530af744742efdc226cef7a1b46c2ce2e80b6f7d47d6aa334d9141a270709f

Observation 9ea31637-4e98-4216-af52-b3f95628e416 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.111842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.522727Z digest=sha256:6b1c41ab547554240aed5682d03747d13ecece2da1900b3c0e0c7571479f45ed

Observation 108de320-5402-4a6b-8eba-067888a2ace6 · outbound

This paper cites & Wang, F.-Y.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Wang, F.-Y

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.105364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.630998Z digest=sha256:f54dcbd19bf97d36d2b32457f36beadb25774311e0dbc87a82568a2b6b1dc89f

Observation 49db0f1c-5506-4697-91cd-dfdccb0e2249 · outbound

This paper cites Reality Labs.

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

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.098260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.705594Z digest=sha256:1cda2fa79fe532adb4354800e323d56ec15a98c10992e55df42782c6e7035e85

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.091990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.778036Z digest=sha256:2761f0e1f287d00f6951b0d0aad590a3d5063d29cbb76515bb0ddf2d2b8c2fef

Observation 18acf50a-fa57-4b62-9d2a-5c8f9150ab80 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:47.862180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:47.862180Z digest=sha256:a933df6e69f5070b8dfc8da765a361459dd0b0dcbe7695d30a9897cd88dacbc4

Observation d466afbd-20bb-4522-beca-78a91523511f · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.085700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.916609Z digest=sha256:f37e90b1da6240b21b6c1d6a6779188fbb43af4c389380cf600ae28e56d6d082

Observation 0aae2661-2d69-4918-b513-81d56b642a9c · outbound

This paper cites & Zhang, W.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Zhang, W

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.078787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:47.976437Z digest=sha256:3e5718dc753174166c46b81611636b1bdc8f8d91a34ff954d5619a5500709073

Observation 2dcac610-87eb-4783-8339-c218c3b233c5 · outbound

This paper cites Announcing gemma 3n preview: powerful, efficient, mobile-first ai.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Announcing gemma 3n preview: powerful, efficient, mobile-first ai

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.072158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.083996Z digest=sha256:8bff2fe05f90df107ec7867d618d828df8091273dfac5069d5e478c0c36e863b

Observation f5d3d5fb-2e35-452b-9140-071843329622 · outbound

This paper cites Llama 3.2: Revolutionizing edge ai and vision with open, customizable models.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Llama 3.2: Revolutionizing edge ai and vision with open, customizable models

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.065479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.161745Z digest=sha256:232d391f101b5264702885313211632bf1b2051a642e4ce1a0b10380d669a0c7

Observation be28f219-6002-4d5b-8854-099a7dd0831f · outbound

This paper cites Introducing apple’s on-device and server foundation models.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Introducing apple’s on-device and server foundation models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.059292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.241020Z digest=sha256:1bdc1ae0f058c7fdeccdcbda9ff8234068ad5b9f2e7eded10db8d348511f70ab

Observation 33945407-5d97-4662-8645-ccb654ace330 · outbound

This paper cites When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:48.331580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:48.331580Z digest=sha256:91c2861f8f53540d06b824868c1be58fca23f34e44a4c3298e30b286d7ae95ee

Observation cff9b7f5-cdba-427f-98fe-f578de8347dd · outbound

This paper cites & Zhang, A.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Zhang, A

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.053059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.409261Z digest=sha256:31f99e5dc22a4765b1c754e2c33b161f11e55eabdf70b7b78c500f38ecb08f92

Observation 63d5c7f4-ad43-46e0-9853-e3d97d953d44 · outbound

This paper cites Configurable Foundation Models: Building LLMs from a Modular Perspective.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Configurable Foundation Models: Building LLMs from a Modular Perspective

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:48.485849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:48.485849Z digest=sha256:8d1fdaf3074492b6bdab5ba32d78374d786d40578a094363178f47e1c24fda59

Observation f6cae6fb-46ec-4110-a7eb-d51c5ef74fd5 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:48.580546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:48.580546Z digest=sha256:6acf4888df9201718f5fecc5fcbc494803c2d2da7366d8f91fc9c23527787de8

Observation dad25096-a81c-4abf-a0e3-365b87b44d81 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.042960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.636829Z digest=sha256:161523268f783c2e4e8e11ab601746681d3acf8b9a91184295e8dae3c092386b

Observation 5d500251-ae7f-4105-a875-edf67bc15cfe · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.036969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.691803Z digest=sha256:38bb256c095bc64482a9c93ad26ee54677686ffb5ce44e2c3d598e58ae1667fa

Observation 51501a94-48b5-4b90-9ded-b0a0081a1797 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.030505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.775080Z digest=sha256:7ff9b5f173f2892f6711180989a51b8e5da603408dc3283c1fa7d9768fc8c42a

Observation 52eeee28-39ab-45c2-aa4e-f82802788ea1 · outbound

This paper cites E., Alizadeh, M.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR E., Alizadeh, M

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:48.858757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:48.858757Z digest=sha256:2062634d32e1ddaca7b68198fb8fb82a872cc40b588acec42b16e4c82a5a75e5

Observation 04406d18-d47c-4f84-b06c-ec86fbad8c81 · outbound

This paper cites & Brinton, C.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Brinton, C

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.024813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:48.946130Z digest=sha256:e66817e601b01d4115dc30dc62de947a592b179781053697f9d08d5be5dad4b9

Observation b9979a5a-60ff-4f95-b2ae-2c740cef3f83 · outbound

This paper cites T., Langberg, M., Su, W.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR T., Langberg, M., Su, W

Reference 43

Resolution
verified exact
raw_fallback, observed 2026-08-07T10:19:53.726820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.013245Z digest=sha256:cae184da1640ab350ad94e64db9d2ad20b543234794622471b0a9c305bc4588a

Observation dcdb75b1-6fd2-44dd-9e91-62373e8cb944 · outbound

This paper cites & Brinton, C.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Brinton, C

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.018734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.064242Z digest=sha256:11a68a192feb2337b1dfec01bed53698dcd6c6540eca72f493d607dbf610e07b

Observation e657a859-1cc2-4642-9013-88cccb4cce5a · outbound

This paper cites P.-C., Hosseinalipour, S., Azam, S.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR P.-C., Hosseinalipour, S., Azam, S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.012992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.130887Z digest=sha256:68b28e134b73c3b8e5cf8ae79739de4ef82974ed64c0bc5394383a7d8b91b2d8

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:49.174414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:49.174414Z digest=sha256:839e7a242f49fb39fbcd69a21381bd77ee4c6f5a72c4d8b8f0f8a02a11cb7df3

Observation da63d632-5937-4fae-ae18-8307a0c2212f · outbound

This paper cites Heads Up eXperience (HUX): Always-On AI Companion for Human Computer Environment Interaction.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Heads Up eXperience (HUX): Always-On AI Companion for Human Computer Environment Interaction

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T10:19:53.368066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.229890Z digest=sha256:f47191aa6c74ac1c0fc2e7742ea308d3fd619390296db49c7767e60c9361ae11

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:55.007263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.300909Z digest=sha256:11b3aaeff2f6a30340e48a02f2170ed8094e86cd1ec053fa088ee433f5261b91

Observation 299c989e-3dff-486c-bdbf-4bfd6dc75e1d · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:55.001524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.367102Z digest=sha256:c5e967e63f9028400ea862718d43a5a5f62923c8e947046f30e45ba0a3586182

Observation 3249506a-b06c-444c-b2f1-39d952277f4c · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.995442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.434952Z digest=sha256:6d95526b25d06a79216705e4602ffda32266e8b79ab5c84499bd7e70aab10862

Observation 21e883ae-31b2-4690-a678-1127c8e6a1eb · outbound

This paper cites Y ., Hieu, N.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Y ., Hieu, N

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.989997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.500228Z digest=sha256:233f3d9fe2753387ed026ce26d7edec96e30bff014c5988d5517049af30f283e

Observation fa1641a2-9a56-4a52-9c01-3319984678fe · outbound

This paper cites Effects of a brain-computer interface with virtual reality (VR) neurofeedback: A pilot study in chronic stroke patients.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Effects of a brain-computer interface with virtual reality (VR) neurofeedback: A pilot study in chronic stroke patients

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.984318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.531557Z digest=sha256:05950d659e283c1dcde778176f910bf014097a32ad750db5b0f86b65bac3966c

Observation 41ab4353-5363-43b2-ab04-a95850ca6e33 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.978404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.587059Z digest=sha256:5dde8cdfbf4768da450ad5f6e3d9ed8a72cea35bbf6f6241dcb5ef9acbfb211f

Observation 4988c1fe-ec55-445f-be7a-2f3abdc868cf · outbound

This paper cites Efficacy and brain imaging correlates of an immersive motor imagery BCI-driven VR system for upper limb motor rehabilitation: A clinical case report.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Efficacy and brain imaging correlates of an immersive motor imagery BCI-driven VR system for upper limb motor rehabilitation: A clinical case report

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.972471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.636822Z digest=sha256:40ce880e7291a6c0e6ad4f0728f122d255cdb7caf67ae9507269b74fbb0d8f7e

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:49.696309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:49.696309Z digest=sha256:5099489f3a420d731bb328b9f321a0174bf9bc5b744b3c5993bf9a5be763e5b4

Observation 91f98942-7155-444d-9b23-eb126781a06d · outbound

This paper cites & i Badia, S.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & i Badia, S

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.966262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.759107Z digest=sha256:6da02039d39a23feff5ad16db2a34c33952d059508b9a2d6e12bc966070d3555

Observation d12d36e6-1d6e-4b6a-b446-3fc178293122 · outbound

This paper cites & Collins, C.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Collins, C

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.960280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.789974Z digest=sha256:9467043420669379a0fd3022f1736b8349c6db098dc032239b66aa067720b0a4

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.952838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.833599Z digest=sha256:03cbdf5383a75b5fcaf324b94d442579e79fdf90efad1aeed8197d3112842787

Observation a34246f1-79fd-42cd-a98f-a83e160e6a65 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.946520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.893330Z digest=sha256:be673b5e9d502deb61d66d4515bb0608373e00edf4988718276ff7fe41b50838

Observation bd11263e-9f09-4181-afe8-b1cb4ba61b06 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.940621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.933941Z digest=sha256:4d07ad90a64e23ddee59748f5f33b37de6a08ca5334055ee415cc733f776b081

Observation f44aa741-39e9-462c-a00a-9b626e397a06 · outbound

This paper cites Closing the Loop in Affect-Driven Game Adaptation: A Systematic Review.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Closing the Loop in Affect-Driven Game Adaptation: A Systematic Review

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:19:53.105454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:49.985847Z digest=sha256:a69e1355dde729a4acae1c09d3dd8c2cfca68d3e1b43cf99700c67f158ab628f

Observation 975296dc-f6b3-4ff8-a061-658b9ec00b0e · outbound

This paper cites MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:49.988412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:49.988412Z digest=sha256:6187d2a7ad43108cffde964444b26652c9523c1568f69201dc9b62b0c7e875c4

Observation f578bee4-0519-4d8b-a7a4-52847d212163 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.933896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.010876Z digest=sha256:86f5cd85fcdf3e63714d508b1aa05fd967cea0f50730f14c6a35893a7c4c002b

Observation a42d2443-7ddf-47e4-b06b-c024984aa7e9 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.927441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.108297Z digest=sha256:0a811957e4ff100fe7843bd172c77dc9c63f5b6d04029d6bf87492186298442e

Observation 0b6b8a76-2cf3-475f-95c0-406087ce3a5c · outbound

This paper cites S., Silva, B.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR S., Silva, B

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.920310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.205080Z digest=sha256:2660b4d3ad56dc10a60369ca4c71d1a7ace59462972d9a17478528a84b3bc4d2

Observation 817ae177-2b8a-4102-8141-544a02564387 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.914313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.279550Z digest=sha256:2bf4a64696356921b83ce1f2f2ef2ce930e69bc9e8fa2bcbf32de0663e5aed4e

Observation 5c941a49-3534-4c16-bd90-bd4a92c8e22b · outbound

This paper cites & Hosseinalipour, S.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Hosseinalipour, S

Reference 67

Resolution
verified exact
raw_fallback, observed 2026-08-07T10:19:52.880009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.398659Z digest=sha256:140f221083ff72b98b623d414da22e1919a7f3000c5b6737a69aec7ceb4e2f71

Observation 03f7309e-243f-4a8a-a3d5-3c89add8a96d · outbound

This paper cites & Mahnan, A.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Mahnan, A

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.908515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.510308Z digest=sha256:46b120c53cd2e98040dc3897dd9176591e0c421ea98f4e6259eff97ce3e01360

Observation 7f3e2d08-b027-409e-8e3f-8f57e8a93c63 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.902259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.605275Z digest=sha256:4a1017b05903eafe83053a685fdcb4c8439538a26b69e30d745970ed3723276b

Observation 2ab34c87-976f-431c-ad59-3840057374df · outbound

This paper cites Multimodal Object Detection using Depth and Image Data for Manufacturing Parts.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Multimodal Object Detection using Depth and Image Data for Manufacturing Parts

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:19:52.601453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.732351Z digest=sha256:04f52881e692ccb2e34585ccbd27d2a2f7f0ceb3d8ba22fc62f71541c8864eb9

Observation d95ebb47-e388-4e31-8af1-008dc475df57 · outbound

This paper cites N., Fenty, N.

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

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.895694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.866534Z digest=sha256:6b2b3260f3bf379921943304e626c6b8b0b406259bcc39d23ba6dd162d08fc11

Observation 1c784db2-f68c-4d67-86bd-5c11b57f13a2 · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.889735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:50.966261Z digest=sha256:52a0c67ee5b1def9d08e19d8a48ac5f39b5921fa32ca8cb484154cfc535b4af7

Observation cbfe4c19-99ff-447b-93ba-9145394ac7fe · outbound

This paper cites & Sitaraman, R.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Sitaraman, R

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.882891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.079180Z digest=sha256:f80d04252eb3252a0f19051232d3f0492448efbb2ba2d6b8ec530510aa281227

Observation 5f3594e4-7c19-497e-a7d9-88c14d52dedb · outbound

This paper cites & Sitaraman, R.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Sitaraman, R

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.876155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.161184Z digest=sha256:f89f3bdd9ee6e5b4e25dff32ebe85f689ecd4937ac41cfa598d9345044e3004c

Observation 3c5ceda6-c6bf-4252-be39-ae7b74148f5a · outbound

This paper cites Vr/ar immersive communication: Caching, edge computing, and transmission trade-offs.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Vr/ar immersive communication: Caching, edge computing, and transmission trade-offs

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.869630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.298504Z digest=sha256:0ef2264d0ee64304d8d0f65f5b0d98016f18162ad4287441720f945f9b0a07db

Observation a3602f58-310a-4f0e-8391-56cb34785e79 · outbound

This paper cites & Yuksel, M.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Yuksel, M

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.863235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.457146Z digest=sha256:8146c2c80cea805e50f4c66ac9b65cfca4b86f83143a337b364d01aaf61bc5e3

Observation 9eabd644-5736-4293-8b9d-43b9579946c2 · outbound

This paper cites & Badino, H.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Badino, H

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.857042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.548765Z digest=sha256:774ed240478da44d2ffe0f544f06e9ccd7e09c4dc51018ac48202271f130a675

Observation 9f64c1ee-1e18-4532-9025-ab88acee2b9b · outbound

This paper cites Hoi4d: A 4D egocentric dataset for category-level human-object interaction.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Hoi4d: A 4D egocentric dataset for category-level human-object interaction

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.822212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.698245Z digest=sha256:b60f94142ecde4ed76840798f5d6c37d909a9adda27ae764c8c6d134297ed8d8

Observation f69b1ca2-7759-4f5a-ba17-532a8b14ef9b · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.587963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.865376Z digest=sha256:b59b7d08810d3d299396117664b0cda9fb04b971d48b013b00fb7a4ba5c10f29

Observation 196e6e21-a018-45a3-88ff-c779b3270fd3 · outbound

This paper cites G., Freitas, D.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR G., Freitas, D

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.410347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:51.950295Z digest=sha256:4b21c39ed74dec0a4715898e24ea72cef80fd00529150375286c26ebbf267f04

Observation c302bf10-4161-40c0-8d17-2047c22d17da · outbound

This paper cites an unresolved cited work.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:19:54.224162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:52.140567Z digest=sha256:f2ba1388ebc38a3551911187efdd8e6eb94986a9e543d6dd5748866c09eb09d1

Observation 6477dfca-a948-440f-ae27-73defa60f544 · outbound

This paper cites & Alhebshi, R.

Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR & Alhebshi, R

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:19:54.149668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:19:52.278256Z digest=sha256:303104ceb33b08aaf19889e2248395325023871aaa3c9652055948b45a88134d

Pith citing papers

No inbound Pith citation observations are available.