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Paper Citation Record · LEDGER

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse

As of 23 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2501.09391.

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

pith.paper-citation-record.v1
2501.09391 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:12:09.720358Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:35:39.705513Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:45.447010Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact0
  • verified fuzzy37
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e851691-17f8-47d6-ab69-3deab397dc78 · outbound

This paper cites A Full Dive into Realizing the Edge- enabled Metaverse: Visions, Enabling Technologies, and Challenges,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Full Dive into Realizing the Edge- enabled Metaverse: Visions, Enabling Technologies, and Challenges,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.237424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.543169Z digest=sha256:c80088e759732f9e32e472b9d424cb53967fd476f44f4d1f0d8700e0735a52db

Observation d0b6409a-e7ae-492f-a513-afa0502b681f · outbound

This paper cites Dual- Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Dual- Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.227423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.549012Z digest=sha256:514c0f03c728c7a3215986b6c57ece6bea8a0340c728d607740002dc975dcd34

Observation 0befd4d9-81ad-4561-985d-a2b60daf0c23 · outbound

This paper cites Spotlighter: Backup Age-Guaranteed Immersive Virtual Vehicle Ser- vice Provisioning in Edge-Enabled Vehicular Metaverse,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Spotlighter: Backup Age-Guaranteed Immersive Virtual Vehicle Ser- vice Provisioning in Edge-Enabled Vehicular Metaverse,

Reference 3

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raw_fallback, observed 2026-08-10T20:12:10.217470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.552649Z digest=sha256:2d7adaa1840e7d8215619faae1746e6be94d2bdd84e0ff98b601c04305d1d9ab

Observation 20da38a7-4ccf-46c7-960c-9e98d550cfe8 · outbound

This paper cites MetaSlicing: A Novel Resource Allocation Framework for Metaverse,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse MetaSlicing: A Novel Resource Allocation Framework for Metaverse,

Reference 4

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raw_fallback, observed 2026-08-10T20:12:10.207958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.557091Z digest=sha256:b2718a26f702cef7b1735a2e5d15eaaf71e64f988547dca02b599d45067ce3aa

Observation bffa7bb7-af15-44d6-8a6b-6217187861fe · outbound

This paper cites Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.197588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.561706Z digest=sha256:c79c3eb925bea25b4069199ecb322f25d3ccffdd7f419352cab0dbbce76ecf4b

Observation db498ab5-f474-435e-9538-f6c0f34eca36 · outbound

This paper cites A Unified Framework for Guiding Generative AI with Wireless Perception in Resource Constrained Mobile Edge Networks,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Unified Framework for Guiding Generative AI with Wireless Perception in Resource Constrained Mobile Edge Networks,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.188184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.565687Z digest=sha256:357d99ceb737380189e67bc61e3b4776ecc849549ab326f0c95de5f014579e91

Observation 6056b18b-ddb0-4f55-ae04-d510f3dec1a2 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Adding Conditional Control to Text-to-Image Diffusion Models,

Reference 7

Resolution
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raw_fallback, observed 2026-08-10T20:12:10.176868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.570422Z digest=sha256:f067a1706761dcd82dc2165670f93735ca0ca59ea528d0c130b967ef0f07b4d1

Observation 5b994f3d-200d-4b60-aa2b-ea046d2e8ea7 · outbound

This paper cites Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation,

Reference 8

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raw_fallback, observed 2026-08-10T20:12:10.166558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.573807Z digest=sha256:7f68fc5286e08f6c11c94c6b4e4e6c3f0615436792bd3f39dc79ddb339914156

Observation 7e7b2115-bd0f-4124-8e20-01d28c71c747 · outbound

This paper cites Semantic- Aware Sensing Information Transmission for Metaverse: A Contest Theoretic Approach,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Semantic- Aware Sensing Information Transmission for Metaverse: A Contest Theoretic Approach,

Reference 9

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raw_fallback, observed 2026-08-10T20:12:10.155898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.578311Z digest=sha256:d90bfcd32ea7de3d941579aa084c9ab3067470079fe18d910cd82a1ee6023dbb

Observation 08bcc296-e9ea-411a-8baf-3f309b67c06d · outbound

This paper cites Energy- Efficient Resource Allocation in Generative AI-Aided Secure Semantic Mobile Networks,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Energy- Efficient Resource Allocation in Generative AI-Aided Secure Semantic Mobile Networks,

Reference 10

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raw_fallback, observed 2026-08-10T20:12:10.143914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.581814Z digest=sha256:3de31ce84735aea49d9bfb3da4efb8174771ecc69305472a0888db6ab3427435

Observation 551f4100-29c2-4b05-9fac-94a9c567eb5f · outbound

This paper cites A Unified Framework for Integrating Semantic Communication and AI-Generated Content in Metaverse,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Unified Framework for Integrating Semantic Communication and AI-Generated Content in Metaverse,

Reference 11

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raw_fallback, observed 2026-08-10T20:12:10.132614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.587006Z digest=sha256:01f0b2f5d6a3e55a5f81820df28df7319680dd6a65e08f20a67a80a7bb1f2c20

Observation 012d1875-4770-478a-a431-7b251fcac254 · outbound

This paper cites Blockchain-Aided Secure Semantic Communication for AI-Generated Content in Metaverse,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Blockchain-Aided Secure Semantic Communication for AI-Generated Content in Metaverse,

Reference 12

Resolution
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raw_fallback, observed 2026-08-10T20:12:10.120898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.591108Z digest=sha256:cb4926d0446dbc342c1c6757b42a9485f19f3ca18cdbdf3d9237ee86fb3de023

Observation 430f1bfd-e039-4db3-b2fd-3ad72c5a87da · outbound

This paper cites A Contract-Ruled Economic Model for QoS Guarantee in Mobile Peer-to-Peer Streaming Services,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Contract-Ruled Economic Model for QoS Guarantee in Mobile Peer-to-Peer Streaming Services,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.107813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.594697Z digest=sha256:dee2a10aea42e0dcc9aa6039b1c3a30f78b4a4ef51ba2a2fd73d3b6fe099e68e

Observation 7a23f531-5821-4877-8744-791a53c46266 · outbound

This paper cites Vision- Based Semantic Communications for Metaverse Services: A Contest Theoretic Approach,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Vision- Based Semantic Communications for Metaverse Services: A Contest Theoretic Approach,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.097628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.598601Z digest=sha256:4b1f2a7c9459ea293ff87c83c46975e6902ecdafa937454edd74d364dd2bf91b

Observation 76a0b4d8-4719-4c05-a8be-4eb39847c0bb · outbound

This paper cites High- Resolution Image Synthesis With Latent Diffusion Models,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse High- Resolution Image Synthesis With Latent Diffusion Models,

Reference 15

Resolution
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raw_fallback, observed 2026-08-10T20:12:10.087086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.601933Z digest=sha256:04a4a0b34d7814a10de93f27848c55a35820b1af8b585da440d16de4b9f0401c

Observation 446925c0-f512-427a-a445-5ebe83965254 · outbound

This paper cites Disco-Diffusion,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Disco-Diffusion,

Reference 16

Resolution
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raw_fallback, observed 2026-08-10T20:12:10.075327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.606072Z digest=sha256:4852a97ad90b1be24c6fd14fd13e72ff51f9cb0fc560f2a5b3f0d3333e79ed14

Observation 8b09475c-5c2f-44cd-9af4-f271e8cb5261 · outbound

This paper cites A very preliminary analysis of DALL-E 2.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A very preliminary analysis of DALL-E 2

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.609592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.609592Z digest=sha256:c6b255e848209f3eb331018ac1ae63d3f18950dc2a6a6d00b321d4f77cd99b5e

Observation cd48eb5e-6134-4814-8faf-5a2a5c10dc55 · outbound

This paper cites EdgeFusion: On-Device Text-to-Image Generation.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse EdgeFusion: On-Device Text-to-Image Generation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.613699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.613699Z digest=sha256:40b785e8d15368ca1edee136cf779f349459041e041065b1118c46d9b6ad0e15

Observation 0bd46ceb-09fb-4ebb-8680-087be38dd58d · outbound

This paper cites Snapfusion: Text-to-Image Diffusion Model on Mobile Devices Within Two Seconds,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Snapfusion: Text-to-Image Diffusion Model on Mobile Devices Within Two Seconds,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:10.064686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.617864Z digest=sha256:d97215e90f18e13a30527ceca8c49f6135f91ce260034e6f3313de0a094d46ef

Observation 0772ebff-a31a-4301-a296-7cbf41fa8c1d · outbound

This paper cites Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks,

Reference 20

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raw_fallback, observed 2026-08-10T20:12:10.052572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.620885Z digest=sha256:d9670afacef9b312f28a16bfb045ff67ce4d922b3a022a0101fe05dbc2a8d5f4

Observation 7312a971-e33c-4c25-a12e-c1c7d766000b · outbound

This paper cites an unresolved cited work.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.624620Z digest=sha256:6d96391010d272e0d88cd98ed6b0c166bed063012b8ff062073075843ca81247

Observation 24b74688-f60b-4212-934c-8995cd3794e4 · outbound

This paper cites Incentive Mechanism Design for Heterogeneous Crowdsourcing Using All-Pay Contests,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Incentive Mechanism Design for Heterogeneous Crowdsourcing Using All-Pay Contests,

Reference 22

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raw_fallback, observed 2026-08-10T20:12:10.029781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.628957Z digest=sha256:ac6305e83b5c3980d890b8eef6894729e94fda392b92787c49708f42a5d521b9

Observation 0b205eee-5d03-4508-aedd-5f754ca6f839 · outbound

This paper cites A Novel Mobile Data Contract Design with Time Flexibility,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Novel Mobile Data Contract Design with Time Flexibility,

Reference 23

Resolution
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raw_fallback, observed 2026-08-10T20:12:10.017238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.632862Z digest=sha256:e70de038596e6b1fed5c62482dc7002dda154f272ac5b447e97e04aa21b58504

Observation 670a8989-64fb-4d2d-83b6-5ed8f2c58f41 · outbound

This paper cites Multi- Dimensional Incentive Mechanism in Mobile Crowdsourcing with Moral Hazard,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Multi- Dimensional Incentive Mechanism in Mobile Crowdsourcing with Moral Hazard,

Reference 24

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raw_fallback, observed 2026-08-10T20:12:10.006382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.637328Z digest=sha256:d500a7e41bb8f4e77107ed2b99570891324bc037e0b7b4d1b382bc0652245d84

Observation a19f7489-0225-4bc9-9cee-f107c47fe9c8 · outbound

This paper cites AI- Generated Incentive Mechanism and Full-Duplex Semantic Communi- cations for Information Sharing,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse AI- Generated Incentive Mechanism and Full-Duplex Semantic Communi- cations for Information Sharing,

Reference 25

Resolution
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raw_fallback, observed 2026-08-10T20:12:09.994044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.640781Z digest=sha256:52e156660f8ea891208b5f00bdf19ac5152c055dc45f3aac0c9fb9b99fc2d1c2

Observation 5a79acc4-8b84-4269-b5a8-040eb7a13ff4 · outbound

This paper cites Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization,

Reference 26

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raw_fallback, observed 2026-08-10T20:12:09.984046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.645094Z digest=sha256:5bb4cfdce1eb3d357a108b6638a6f4a6d53e1a4cab44347e6840313326ea70ea

Observation 125edb9a-84c8-4d3b-b2fd-ef82bff18e25 · outbound

This paper cites Ching and M.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Ching and M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.971418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.649417Z digest=sha256:ece5c39fe4cbee736ea4c39086138385bc019475c9155d965f7b6f3576e47fbc

Observation 6f5ff68a-c5d2-4449-9a06-a642eda2a52d · outbound

This paper cites Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study,

Reference 28

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raw_fallback, observed 2026-08-10T20:12:09.959913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.653237Z digest=sha256:0e64feaa49100288554e73c0cac5beafdeba3c46ce135a76d43c42bb9ff0cb61

Observation d8520a6a-b474-47dd-829a-68e8af07d59f · outbound

This paper cites Deep Diffusion Deterministic Policy Gradient based Performance Optimization for Wi-Fi Networks.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Deep Diffusion Deterministic Policy Gradient based Performance Optimization for Wi-Fi Networks

Reference 29

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unresolved
no resolver link, observed 2026-08-10T20:12:09.656486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.656486Z digest=sha256:fdf8c36797f661b6e428c49b9a0c120154fdbe92a682e957b6fbd352857f2488

Observation 777dcb0e-e23f-4d7a-b215-f39b04642859 · outbound

This paper cites Shannon-Theoretic Approach to A Gaussian Cellular Multiple-Access Channel with Fading,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Shannon-Theoretic Approach to A Gaussian Cellular Multiple-Access Channel with Fading,

Reference 30

Resolution
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raw_fallback, observed 2026-08-10T20:12:09.947571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.660376Z digest=sha256:fdd4570fa62665313a7571045658c69dad1be8721fe41002574927ceecf89825

Observation 840aa792-2d42-4ef3-8874-04cd59181d24 · outbound

This paper cites A Lite Distributed Semantic Communication System for Internet of Things,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Lite Distributed Semantic Communication System for Internet of Things,

Reference 31

Resolution
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raw_fallback, observed 2026-08-10T20:12:09.935356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.663716Z digest=sha256:d523fee5881e357765918546af65bcffc50d64cd593758ee7fe336a896191aa4

Observation 3b1df020-0424-41ec-a230-56be6f3eb642 · outbound

This paper cites A Simple Approach to Evaluate the Er- godic Capacity and Outage Probability of Correlated Rayleigh Diversity Channels With Unequal Signal-to-Noise Ratios,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Simple Approach to Evaluate the Er- godic Capacity and Outage Probability of Correlated Rayleigh Diversity Channels With Unequal Signal-to-Noise Ratios,

Reference 32

Resolution
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raw_fallback, observed 2026-08-10T20:12:09.921755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.667905Z digest=sha256:1d1920213f6552919e11488507379ec9d0b429368b2c1c3aa1d59f15edb5be95

Observation b16c6632-3051-4ec0-aa37-ce9b0466b6e2 · outbound

This paper cites Real Time Video Object Segmentation in Compressed Domain,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Real Time Video Object Segmentation in Compressed Domain,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.908337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.671380Z digest=sha256:aad11c0541ec2e4df1aed88553a1e8c2cccf38de425e5a4288f22b2d348703dc

Observation d9a644e5-0fcd-4261-baf1-b3816d2dfb64 · outbound

This paper cites On the Mathematical Properties of the Structural Similarity Index,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse On the Mathematical Properties of the Structural Similarity Index,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.675730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.675730Z digest=sha256:a7944c066e5b23a98eb8741b99c7b2f8eaeaf3e008a2eb19c10b53205062b662

Observation 894e70ea-0ca2-43ef-9a9f-dd3da5a290fd · outbound

This paper cites ImageReward: Learning and Evaluating Human Preferences for Text- to-Image Generation,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse ImageReward: Learning and Evaluating Human Preferences for Text- to-Image Generation,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.679578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.679578Z digest=sha256:c6b81b7fa1a1bb10e96aeea611b04cb21da88323bfb90cc6b9fc9ed79f74c3ee

Observation c0972780-30ec-49e8-a727-1b9eb91038f8 · outbound

This paper cites Nested Multiple Instance Learning With Attention Mechanisms,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Nested Multiple Instance Learning With Attention Mechanisms,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.884767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.682860Z digest=sha256:2412f51c907342f80bc46cc1d161f438c3ae383ef80e43cbfad994eaa51e0e41

Observation 85b17f6b-136b-458b-bf2f-cbf00e677a6c · outbound

This paper cites Image Segmentation Using Deep Learning: A Survey,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Image Segmentation Using Deep Learning: A Survey,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.872739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.686321Z digest=sha256:2e22fad0951fa4dcca220e25e1e2a898446621613985332a1e47bbcb31de1286

Observation 5710febf-7b58-4391-a419-71da8d3b954a · outbound

This paper cites Holistically-Nested Edge Detection,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Holistically-Nested Edge Detection,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.861173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.690228Z digest=sha256:cb063465ce646c810c881e94c27c5929e16da718c241e9e5657c2645905a9009

Observation 3288fbdf-7ba0-47a7-b2ed-efddb48a04e5 · outbound

This paper cites Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.694265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.694265Z digest=sha256:16a3774b2c4d58a1395c86f176b840c80f2d8c14cd17a32a02a0b2f2ac765f22

Observation 0854adf4-f151-4c4f-ae46-23e4f3216e37 · outbound

This paper cites Denoising Diffusion Probabilistic Models,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Denoising Diffusion Probabilistic Models,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.849816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.698969Z digest=sha256:0bd46cdda0652e052c3ad2436e4e8c7c37a21817a922862a1d848f5136afa4bc

Observation cead14ad-0603-4917-b8c6-85adca1afcea · outbound

This paper cites Proximal Policy Optimization Algorithms.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Proximal Policy Optimization Algorithms

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.702495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.702495Z digest=sha256:4b5b9afe14b83d328d01c3616d308885d879eefc66b15ed22578ae8eff6426ad

Observation d1ab95ae-8206-460f-8c16-c5264fb92bcf · outbound

This paper cites Laion- 5b: An Open Large-Scale Dataset for Training Next Generation Image- Text Models,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Laion- 5b: An Open Large-Scale Dataset for Training Next Generation Image- Text Models,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.839076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.706604Z digest=sha256:43d89c2f2c06501cff62bbf6569c1934ae67a3d3f4accdd95b643c32a27b7357

Observation c7efe7bb-986e-4315-b673-31d29628f699 · outbound

This paper cites Scene Parsing Through ADE20K Dataset,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Scene Parsing Through ADE20K Dataset,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.827444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.709804Z digest=sha256:a0de22ba8b60a07ef6815a0773834442c7734673f6ac367c1d88ae04f1adcbba

Observation 979c790c-f1ab-4ad5-981c-7fd48917e9e0 · outbound

This paper cites A Computational Approach to Edge Detection,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse A Computational Approach to Edge Detection,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.813615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.713179Z digest=sha256:9c63481a3d6d0fe6ba35ddb997c7e991b7d5c83133231d791bcaac78d340d872

Observation 13265f0e-b546-4b3a-ac90-9c145f2f6e64 · outbound

This paper cites Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer,.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:12:09.802735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T20:12:09.717084Z digest=sha256:fa11a30d6b5cafead157ddb0a46b1acc8b41bea1fb3a03d7ff91bab910d36e94

Observation 90be05df-43c5-4f8c-b4f9-2dfdc1b7cc44 · outbound

This paper cites PromptFix: You Prompt and We Fix the Photo.

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse PromptFix: You Prompt and We Fix the Photo

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T20:12:09.720358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:12:09.720358Z digest=sha256:49e1c5427e89a457ba3e3423f47bbc47b4b803ed08ec40e3ad76c849994436e6

Pith citing papers

Observation 65eeb96c-1b22-4a01-9fdc-1935f2d97ed3 · inbound

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences cites this paper.

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse

Reference 176

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:35:45.559589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T05:35:39.705513Z digest=sha256:552059d8b18683cbbea906aaaf1c82f7da598b640316e6b973dd7e56cccbac7d