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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 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:45.792863Z digest=sha256:c951dfc242ff2d21916cfd1014487c3d58fe9c3e7ce81f188fd822149e7a797d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:45.886905Z digest=sha256:31c96b8e9bb22dd964c3efea111d0b8bdb45cc79d6ed6a2e3b5677eb406b8282

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:45.995883Z digest=sha256:44349e54d0551f71a5d492c314bbaf58377562035f6481852bebe74dc3a02f9d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.108309Z digest=sha256:eb64b72e99cd88c6b5a60ba0cd1ea51e0dbaaa3e0e8c9b55327066abc7f1d74e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.214502Z digest=sha256:8f7efc9c0bbd9db363c0013d2ecbafc0d9f18f2952f1ba3d1aacbe95311c68aa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.304878Z digest=sha256:e8a3f70152952ba559fd1987344b9f8518ca304392210c23a98f3a56ba01e0ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.371819Z digest=sha256:fbd4cf10e8709939aeba7766aeb407647c1310185da582c55b3cc0a2014a25ee

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.599711Z digest=sha256:4ea77ba518cc7fdf0a157b517a142734a2a58e936360990ef6cca17528311dc6

Reference 13

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.712937Z digest=sha256:d35bf86a59dcf63424f1a1c1517443a20f84ddc19cb983d33a730042df4605be

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:46.804548Z digest=sha256:b9151a1bbf074751b026a9507c7964bf090ad5db34b6a7c4808cef2a836c7b06

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.000242Z digest=sha256:2b6eba41b380ca5396c4605f2b8632b00468167fbfd62504bc8a58495e4e7f19

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.093470Z digest=sha256:b13636b4c69f2ec3c72846883a6979ff6943ce1a8959e1f3cecc47b53e203390

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.160139Z digest=sha256:07040731825c35606d82930bee1ea66cdc5b99e9025421ee887bad06ae44a4ae

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.224100Z digest=sha256:0f14d73b407e6033aed7dae2b85e97601009588ba88e0f998a6050c89d9d924b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.306843Z digest=sha256:c8176fcdd0dcc4df284ca0b1749c630fb5006ee0c6f9897edd220ce39bff3f24

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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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.377347Z digest=sha256:fe910125d4bc1caae66136943cbe6324b707a505708ec70511725e594c6227b7

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.522727Z digest=sha256:93ebc5c8f3cd7e5ccfbc349af8e85322ab1a71647b4c7498826d801d5594f6b3

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.630998Z digest=sha256:9d28346dbf159872a59626046dfae9ce6c985b4d1395014ae6662f27416e2aab

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.705594Z digest=sha256:0590d3e20dd258d040722d1d0f00446b3fbcbc3d7111d8fec9050c1690e4f7fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.778036Z digest=sha256:f6e5c778620292a31f03fc1ebf4bc10fcdc9573fe06dbf4d439b85da3ecba641

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.916609Z digest=sha256:a3deb7e56d8cd9a2815b22be66624e501d1cd47b5704f82973b653df5b932e2f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:47.976437Z digest=sha256:c2f7edee2d2b20c8e13b1308f785373ff5a75f42a5805fd7e98c79d4455803a7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.083996Z digest=sha256:5cdafe713ad408e8357c5edc74aea71e816a501f933fa1428b82184320340b36

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.161745Z digest=sha256:e3db069be355f28ff02c1d5d0aafe7fc4d567ee6c78998517fe130aa87e633b6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.241020Z digest=sha256:7fe370336ec85817098429b0f6b15f6b57650825102a192b91681c74a75f5bce

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.409261Z digest=sha256:0fb8b3cf1d671cc0e0519a8597e4d51ce2cc2dcdca2b9a0aad886e1743e7c006

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.636829Z digest=sha256:60f41522ee0837d769b3a0743039764ca108dc3584537c015f1edac68015001f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.691803Z digest=sha256:260ee7c1f86a6d54d320c89448823cd126d70d8fc14f46faf07acdbe29a74329

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.775080Z digest=sha256:19d34a2fbd41a3145310fdeabffbc8d18b34783dbc6043ee29ce4cedf938d1b3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:48.946130Z digest=sha256:d4caaf5ea57cf364b7502ffb017e38f5176b5fcc366f0bcf8f790f2b3c5be4c4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.013245Z digest=sha256:0b787455ed1650e3d0306a3f8a0dee4598e9e3f99b77f3887cef62f958ef3fd5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.064242Z digest=sha256:9320b5bacf347881cbf1108a60bcef74b60ad995c2aa79a420a937cfdef734a0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.130887Z digest=sha256:eb5f53861b80ec1c7ae78ab5db469ba8920fe7e8ef901e60e5dc139779114c91

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.229890Z digest=sha256:45d759563e421a316bd9f784ca7129371517baee6311522dcca5a55ef1caab96

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.300909Z digest=sha256:23b0a77de427dd509e326e6459db6a209db7054f3dba26e0bfb48c192ad7dc91

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.367102Z digest=sha256:a7a27ed15037d57109d31b2590727e8483e6a460706d72caa32d253a8fdd9b31

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.434952Z digest=sha256:404126d6b3ac96dc6e2e275119257a5a708e6330a66af1c10f84446a31a6d413

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.500228Z digest=sha256:17f7c97da575fc8a914a4b3931735d2efd92804d74295faeb35d35544cdd20f7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.531557Z digest=sha256:ef7421d74a28ef73129d1abb457bd4afc92d656aec20637816c7e45975b44140

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.587059Z digest=sha256:6f2fb631a47cee96ba35f2a5217af97d859ed73c649c2f5f8ffce7f79c5067d4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.636822Z digest=sha256:992386741eb36dc1f5242fc6be152591cc1e3cca9d35a7c331e1bc95c7a0c919

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.759107Z digest=sha256:084b37475a9f593e035f18fe10384d9f08955d004fce53314caf413fd2508df8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.789974Z digest=sha256:71eaca1528b577ddee7b8da5d9dcc7d6ee9bc781262ae59c9347bc0a7af1ad07

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.833599Z digest=sha256:74b0c69557a024df389b62533d81ef9b521957bb0b32d5de645e67fac8408267

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.893330Z digest=sha256:e569706a829e1e31bbf683b77bd1cfd6160b509b0ad9e3407998b388e573843e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.933941Z digest=sha256:cd1974c1a4a89191c6aaf1a6b1e09691426752fe6efd689ea76c51b386228a38

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:49.985847Z digest=sha256:355a1dbce1fd21a1a97082aa18b211090575f96665f45ea1938c41d8f505c3f5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.010876Z digest=sha256:048a26d977ba8a6514ff27377b753ebd562599afac96feaaff0625dfe3fffe0c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.108297Z digest=sha256:114262ae90f1add2cdf47ecdb71e0476eb1c33a2263c1b7b65ba9262dfcc764b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.205080Z digest=sha256:442538142023c784277b6232062def2782701cc7923518ec86a8c388262b61f3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.279550Z digest=sha256:db318bdea47121a5ab7f9b38a6e31ce8645ed1a79455b81dc0511f6e824fcacf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.398659Z digest=sha256:6ba8d3b2139f37a31d1082e4ae2876f1fce14e3fb0527a7f4a02505776ec04bc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.510308Z digest=sha256:1e13f38ecbaba5552122d0d2cb3c488b4b6ac5e4b967da9be74a0d383e2a87e6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.605275Z digest=sha256:32ba7b9062312c61610254318866d5d0af2cf462f6644fd94e59e2083d1b9452

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.732351Z digest=sha256:2ab4c8ad17d2c7fda4cfbd26dfc8a973c30f6fe2c77a13ebba62061fcdc05ebb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.866534Z digest=sha256:94de93589b0a8f30078bf0ee6334c6d6ae079eeb159a28266eaf70ec561a5729

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:50.966261Z digest=sha256:c6908da94196d045a69e240f2cc23fc0550509eb0a9d34e040e011a971a69c8a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.079180Z digest=sha256:f0c36b924fedad83a53ba2db16cda44256834c7c02e0c324cd9b0f496b30e042

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.161184Z digest=sha256:4198ed4e468df3d13eded31c20a82aca471b1cb32c7830fa70666980c71d35e6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.298504Z digest=sha256:5bb440ff652e881343b12b95e761ba105283646ccf0a5f0f63bf3c9cb7a1536b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.457146Z digest=sha256:eb1b59327bdb2a0ce2ce427f7de713e9f25bb89003858b4e42bc059a71c90150

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.548765Z digest=sha256:36cfc1ff6111387da8c8103eef56397cad488dd458d157bc75b9189bbe006cdf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.698245Z digest=sha256:168f0716e71903d679d3b3b3a84e90526be8d4d2974f9bd04f0d1bf944998551

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.865376Z digest=sha256:6f36d010cafbe5a5ab6f13a0f4dad846b89bed770d5879368a6d50171b7f6205

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:51.950295Z digest=sha256:9a19bf8e812a7b43032173ede0ed1113a41b550e954efd808dc777a70d045b31

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:52.140567Z digest=sha256:b7a03f55f276856a963c43a72e07300bc8e5989bb9282423e9f279eb653d5a70

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:19:52.278256Z digest=sha256:d5ccfbe4650b7552138b1f94a63ca24190b34397d290158aae0172d21f4e2068

Pith citing papers

No inbound Pith citation observations are available.