Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:02:23.131726Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2501.06604.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:02:23.131726Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f3a9f3ce-92a6-4c4c-8797-dbb23ac7f611 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks A survey of wireless path loss prediction and coverage mapping methods,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bbcbae4b-6201-41dd-85fe-25ca8d9e40e3 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ce7b8f15-1eb1-49ee-a40e-7fa442b24f45 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Context-aware beam man- agement via online probing in combinatorial multi-armed bandits,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 576cd293-336a-436a-988a-07db2ac5841e · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Network digital twin: Context, enabling technologies, and opportuni- ties,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 75b03951-e566-4edb-ae36-92dc0206628a · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Optimizing synchronization delay for digital twin over wireless networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dc848993-8268-4b8a-86ec-0ceac0d622e7 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks A joint communication and computation framework for digital twin over wireless networks,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b2941492-4747-4ed3-b9e5-512849c7a424 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Closed-form beamforming aided joint optimization for spectrum-and energy-efficient UA V-BS networks,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9b4ab9c1-59e2-43b4-9cbf-3059d4c181a3 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Analysis of drone as- sisted network coded cooperation for next generation wireless network,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bd2c0d90-1cf1-4ab3-9a0d-57cdc240242a · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Ray tracing for radio propagation modeling: Principles and applications,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fa98658-e58d-441d-bd09-2211b64b7089 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Map-driven mmwave link quality prediction with spatial-temporal mobility awareness,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1cd871a4-d328-451e-8d10-596d8d511f20 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Environment-aware link quality prediction for millimeter-wave wireless lans,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 96e44a74-0148-4a3f-b2b8-97175d6598f2 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Kriging-based interference power constraint: Integrated design of the radio environment map and transmission power,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf64dfef-b674-4bb4-8833-f0563a0378d0 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Aerial spectrum surveying: Radio map estimation with autonomous UA Vs,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 85ef38e9-55b5-41d8-9108-241958894c1a · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Propagation map reconstruction via interpolation assisted matrix completion,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4860fad6-c5db-453e-8b14-9fe708d6a9cb · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Reducing the effects of motion artifacts in fmri: A structured matrix completion approach,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9a508841-1be5-489b-8d1f-5d7f970b8e18 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Cognitive radio spectrum prediction using dictionary learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 272a46fd-7392-4974-b0b7-1a406fc31405 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Spatial signal strength predic- tion using 3d maps and deep learning,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7e1bd06d-ab32-4ba3-9fd5-779a97444243 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Deep completion autoencoders for ra- dio map estimation,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b97355a-e8b4-49ff-8176-698ba91077b6 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Machine learning-based urban canyon path loss prediction using 28 ghz manhattan measurements,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 30110a0e-a21d-4ada-9859-3b0e89ff652f · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Transformer- based neural surrogate for link-level path loss prediction from variable- sized maps,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2431aeac-8966-463e-97fe-3f50b1f712d0 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Radiounet: Fast radio map estimation with convolutional neural networks,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c11944b4-b214-48b1-a17f-d7d030b46a22 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks A scalable and generalizable pathloss map prediction,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86e149cf-6031-44c6-92c6-f40b0fa1b1d7 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Da-cgan: A framework for indoor radio design using a dimension-aware conditional generative adversarial network,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b15882e-48d3-4dd7-b054-e885044cf4e1 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Radio map estimation using a generative adversarial network and related business aspects,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 09dfff27-d230-45a7-b69a-90d52dc6bcd8 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Access-point centered window- based radio-map generation network,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 804c4aa5-8008-4157-aa12-c9bfada86a0b · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks RME-GAN: a learning frame- work for radio map estimation based on conditional generative adver- sarial network,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eab8fcb8-9051-4d68-bdd3-c3eafd3a4e07 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks IRGAN: CGAN-based indoor radio map prediction,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a99be7c4-4255-4c7b-929f-0e3cf7f1c222 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Denoising diffusion probabilistic models,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a22fd5f-5b9a-4f1e-a299-a0af7919aca3 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks High- resolution image synthesis with latent diffusion models,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cc6877c-d2a9-40a6-9b37-647707472ae7 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Imagen Video: High Definition Video Generation with Diffusion Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0856b783-fbb9-458a-a687-5446a2c9269b · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks DiffWave: A Versatile Diffusion Model for Audio Synthesis
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38f72d31-dbd0-4f0a-a84e-b4cc53e5bdbf · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Csdi: Conditional score- based diffusion models for probabilistic time series imputation,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3884079d-25ff-4c23-a5c8-51c4524ff936 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Generative time series forecasting with diffusion, denoise, and disentanglement,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0c374138-86b4-4e36-b6e3-0d96ff5a891b · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks A survey on diffusion models for time series and spatio-temporal data,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 485b457f-af42-44ca-927d-01ae36d4dcd1 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Dyffusion: A dynamics-informed diffusion model for spatiotemporal forecasting,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a3f82983-1e2a-48d7-b324-8f93d05b43b0 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Score-based generative models for robust channel estimation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 05aa6994-ee3c-42a7-88e6-cef17c5d2801 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks CDDM: Channel denoising diffusion models for wireless communications,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3fb63608-962e-4824-a8f1-578b5c732276 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9abcf276-ac02-4ffd-8fd0-a4902c75fb0b · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Generative AI-Based Probabilistic Constellation Shaping With Diffusion Models
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 13720560-7338-418c-a7a9-590487c905da · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Learning end-to-end channel coding with diffusion models,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b1a18da5-4e82-4f56-be60-847dabc106a8 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e9d7b988-0bec-4c62-ab58-ed6845e02390 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks A hybrid wireless image transmission scheme with diffusion,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 564a4e00-e14d-4714-b639-a06d5e70beb7 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c95b80c8-74d8-438a-a9bd-4e8173d693f4 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Commin: Semantic image communications as an inverse problem with inn-guided diffusion models,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 21cc2447-51ff-4704-9857-2b351976ffea · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Rm-gen: Conditional diffusion model-based radio map generation for wireless networks,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4cbd57ca-d41c-4def-a0c0-c65ee0d4066f · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks U-net: Convolutional networks for biomedical image segmentation,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcfab49a-f3d6-4949-a189-0c4b22d2c267 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks 6G wireless channel measurements and models: Trends and challenges,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0969f151-bc3b-401a-994c-0547c6bdc783 · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Comparison of ray tracing simulations and millimeter wave channel sounding mea- surements,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 88cf069b-3cab-4c12-a486-50aabfe11c2f · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Conditional Generative Adversarial Nets
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbca32a9-fe09-42a4-b478-0f1b7c432e1c · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Image-to-image translation with conditional adversarial networks,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61fdc030-f2c2-4f62-8cf2-b2b5301536ac · outbound
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks Generative adversarial networks: An overview,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.