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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-10T06:31:04.303077+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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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.543169Z digest=sha256:89840df42b7f5b686bf1497ba8bbd558a81dea76b13dcce255b6f9eb0de43bb8

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.549012Z digest=sha256:119b69a9f8a5c459bafaa6ecd8551a6d52d2d62109f1e684c7ccb2e3da389c59

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.552649Z digest=sha256:6912ed43f4a57db82184d4a3710213071cdc2d49b190967b0269edbc1b74c8f1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.557091Z digest=sha256:02a8b74faa3b519bebfd43f8703a28d16221ad3632f8a716230749e9678ea184

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.561706Z digest=sha256:92a4d3e7b024dacfd57deda0ab258e8a320415729b17b6ae16ea48da290c46a3

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.565687Z digest=sha256:b9e2b97b7f925a4415db6cea6e71eb2a99c2ece237bdc03e12add2d086207ae7

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.570422Z digest=sha256:ba236c50610acbae4c0fd8d3be8e338ff944333855569a11f04f59f581442d25

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.573807Z digest=sha256:c2c5ffbef612ce09be3ea1784bffa0deb5f01520d76b85aa20dd269140217ecb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.578311Z digest=sha256:00ad1f35ab302b055d60f3b55e6e61e8f62fb7e2d160e72ae7145065f65bc584

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.581814Z digest=sha256:7bc6878a76c20f5c0b0e5f16074739ee6256078230198fd142c056ca81130c93

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.587006Z digest=sha256:ba9f07cc8a7e416136eed07964c78de2923f210939fa15907576997942fa8330

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.591108Z digest=sha256:a50da069770a50a359a6e47ce1c6fa95aa11330f79e2a644008caa62f4bb3e9a

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.594697Z digest=sha256:7476997e3830ba4750bf08d97a42c5ba5979b8053cbe16b93e788a5e6747e996

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.598601Z digest=sha256:86369a678bd1d87bfd96db54444d31706b34e95f415ac45c0a50fabb7fd67689

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.601933Z digest=sha256:43ec2bc438b92ff144195b3fa333c561656dbf854721cc38addd4c2a7509df49

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.606072Z digest=sha256:0ec5b7894fdd6e33fb9968168d02a1462e1784bdb203fbc625156e60bdcf7bca

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

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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=sha256:9c991c326460715833cd5edd7a11183292dd7d59b82f48762bf028b4a28b611e

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:f6ce41a756fb29cf87607d5b905c7dbc59d729645c48ef460684a5fbdf622ca9

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.617864Z digest=sha256:6467f2509381a29c84bf2763074bcfc22296fda325d35f824dfff7dd14235b7b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.620885Z digest=sha256:e2efe20d93afa877bb600fd70988444834a112ab19c68279a335bde72de0d251

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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raw_fallback, observed 2026-08-10T20:12:10.041458Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:12:09.624620Z digest=sha256:a1581eb45b47faf3d17d2c767b71a74284603e61f8e35f947f71680bba9542be

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.628957Z digest=sha256:bcd56e936220b48d857a02aeee05199d1bb5994ae2b2769517a06775f3c429fd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.632862Z digest=sha256:d6601b32cf565a171925451b234195583b8033173ca7b0b80436230a824abc67

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.637328Z digest=sha256:5c324900d5ac32f9be0e16eb34dcdb12f5e7a007c4bd83cd1facccb21739951b

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.640781Z digest=sha256:3af12ae38df57e8d0937f9bd83bd44141729d0a12cd0713df172cb3e8d3195da

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.645094Z digest=sha256:5024636b2748f5aace45b2ec1cd0dd7c005f94b41218bd46acb3fdd79492da86

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.649417Z digest=sha256:2b6eb6bbd850025905a3711a880902cc8783d200a8aece17602d8ee6b1b765d9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.653237Z digest=sha256:467a197f200217ce8ff376b4f56992dcf64cef9371d0c2ce002a5b350027f93e

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=sha256:6bc265227a9452a63d3caebc5dd2064b274464737b0be08c038e4bbb31741c0e

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.660376Z digest=sha256:5042135ba0e54e5a0de8a24297594ca19e6a16cbae4a073c5f397503207412eb

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.663716Z digest=sha256:db2431dc376c97bdbce749cb1ad4b3d2dd10bc27233bb917479e3c9501626ba5

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.667905Z digest=sha256:c26f40bb1c5f28c3b5d3aefddc35ecaf4551624f1f87500e753b0da0dd5f826e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.671380Z digest=sha256:f7fd32cde148f414861cd0d53546e85d111e507def3fb603b7dfa4a2599b29e6

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=sha256:9131d49d07a23e2a1cc6d1d2ee98f695649b6963fe561be405e6029fc979c9e0

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=sha256:69166da796a1fc6ae8e010ca66c4a8b66b56fb0c09bf2a608ae69a74fbbf48a3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.682860Z digest=sha256:173b0b2112a98cf22494dde461b9a9570654602c495eac814cfb8f3c00ad4f2b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.686321Z digest=sha256:b6c5fdec314c40d5805f635a43c271fcc93d21f399f5ebf47439b0bb2c6b3985

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.690228Z digest=sha256:04e0fbe5b18f38cde2ea3b3dabf07d998a124c728dfc0732dc3aa0247dad1f89

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=sha256:03533ea2f7a31de29903a016a3f4e5a705420a64755320daa7bd5e0d3174d7b4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.698969Z digest=sha256:654f60188d11bdbf6306500046e759a93e8001189e34d1887a1866ea05aca942

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=sha256:2022f8087a5720cb5bdf213bf45d1b0ba55c1d154e90e0825cbfc0c72d8658e1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.706604Z digest=sha256:390ab688ecd0021c1ce2f63ed1aa44af6cd20479c09c7dd69b7c3fcf58692a5b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.709804Z digest=sha256:e1d5d24509c551d345015954680fb0a4723fc85ffae0e06157d633b67c87a828

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.713179Z digest=sha256:5308f0f5c0437f21569c4045a3af8b66b81f9ddf9b6eae739c25fe6fbeac9d7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:12:09.717084Z digest=sha256:6704c8129c8a5331935139aa33b8890095a4d1b6e37aa4b9e93a988c5cd5ee80

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=sha256:8f5ced06ae85f4efbd8ae5fca04ddca47f61df70e8b6a8c1c97f8db4cbb20fb2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T05:35:39.705513Z digest=sha256:47971ac73a7cd85003ef38f1104fc03634d68ce98e27509a7b6368ab80d6ad79