Paper Citation Record · LEDGER

Generative Diffusion Model-based Compression of MIMO CSI

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2503.03753.

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

pith.paper-citation-record.v1
2503.03753 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:14:07.717150Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T21:23:04.333248Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy29
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d93ac47f-d0c3-4d36-aa25-3ce3c5991243 · outbound

This paper cites Overview of deep learning- based CSI feedback in massive MIMO systems,.

Generative Diffusion Model-based Compression of MIMO CSI Overview of deep learning- based CSI feedback in massive MIMO systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.975445Z

Source-reported events for the cited work

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

Observation 28fc6093-a799-4a33-b2f2-459756c21f4a · outbound

This paper cites Dahlman, S.

Generative Diffusion Model-based Compression of MIMO CSI Dahlman, S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.968991Z

Source-reported events for the cited work

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

Observation cd88e348-9222-498e-ae53-7ef0edbaf9fd · outbound

This paper cites Zaidi, F.

Generative Diffusion Model-based Compression of MIMO CSI Zaidi, F

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.963056Z

Source-reported events for the cited work

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

Observation f8f6cb8b-a806-4faa-b334-4d30878dd03c · outbound

This paper cites End-to-end optimized image compression,.

Generative Diffusion Model-based Compression of MIMO CSI End-to-end optimized image compression,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.957116Z

Source-reported events for the cited work

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

Observation 59454fb5-6c68-4a80-b0ae-a76d539a9add · outbound

This paper cites Variational image compression with a scale hyperprior,.

Generative Diffusion Model-based Compression of MIMO CSI Variational image compression with a scale hyperprior,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.644214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053dc00a-09b5-45fd-9946-dfc858d1978d · outbound

This paper cites Lossy image compression with compressive autoencoders,.

Generative Diffusion Model-based Compression of MIMO CSI Lossy image compression with compressive autoencoders,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.946876Z

Source-reported events for the cited work

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

Observation d11ac509-2530-49fb-a987-1d511f4d4c47 · outbound

This paper cites An introduction to neural data compression,.

Generative Diffusion Model-based Compression of MIMO CSI An introduction to neural data compression,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.940889Z

Source-reported events for the cited work

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

Observation f896f8f6-639a-4941-9960-c93d93c846f6 · outbound

This paper cites The JPEG still picture compression standard,.

Generative Diffusion Model-based Compression of MIMO CSI The JPEG still picture compression standard,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.650067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b75cae-c802-44db-8be7-32219c0aba1e · outbound

This paper cites On universal quantization,.

Generative Diffusion Model-based Compression of MIMO CSI On universal quantization,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.930920Z

Source-reported events for the cited work

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

Observation 2b5e47c2-aea1-44ad-9639-89329214e85a · outbound

This paper cites Joint autoregressive and hierarchical priors for learned image compression,.

Generative Diffusion Model-based Compression of MIMO CSI Joint autoregressive and hierarchical priors for learned image compression,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.924875Z

Source-reported events for the cited work

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

Observation f7763be4-af11-4dbc-8bee-9fa600f3b858 · outbound

This paper cites Deep learning for massive MIMO CSI feedback,.

Generative Diffusion Model-based Compression of MIMO CSI Deep learning for massive MIMO CSI feedback,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.655795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03885c15-fd13-4ce3-8f92-a892792192a2 · outbound

This paper cites Deep learning-based CSI feedback approach for time-varying massive MIMO channels,.

Generative Diffusion Model-based Compression of MIMO CSI Deep learning-based CSI feedback approach for time-varying massive MIMO channels,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.657813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ff9d456-ab38-4867-8869-0aeabc0c99a5 · outbound

This paper cites A novel CSI feedback approach for massive MIMO using LSTM-attention CNN,.

Generative Diffusion Model-based Compression of MIMO CSI A novel CSI feedback approach for massive MIMO using LSTM-attention CNN,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.911256Z

Source-reported events for the cited work

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

Observation 4190dc9f-c3d5-40f0-a18e-e24ab1dbb384 · outbound

This paper cites HyperRNN: Deep learning-aided downlink CSI acquisition via partial channel reciprocity for FDD massive MIMO,.

Generative Diffusion Model-based Compression of MIMO CSI HyperRNN: Deep learning-aided downlink CSI acquisition via partial channel reciprocity for FDD massive MIMO,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.905043Z

Source-reported events for the cited work

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

Observation fe24b221-af59-4457-a5a6-43b79f6e9e46 · outbound

This paper cites Multi-resolution CSI feedback with deep learning in massive MIMO system,.

Generative Diffusion Model-based Compression of MIMO CSI Multi-resolution CSI feedback with deep learning in massive MIMO system,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.664029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf3b379-8c58-4c00-af49-d9dbda3ae1ef · outbound

This paper cites Multi-rate variable-length CSI compression for FDD massive MIMO,.

Generative Diffusion Model-based Compression of MIMO CSI Multi-rate variable-length CSI compression for FDD massive MIMO,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.894906Z

Source-reported events for the cited work

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

Observation a7709c48-96e8-420a-9d35-4978e7869ac6 · outbound

This paper cites Deep autoencoder-based massive MIMO CSI feedback with quantization and entropy coding,.

Generative Diffusion Model-based Compression of MIMO CSI Deep autoencoder-based massive MIMO CSI feedback with quantization and entropy coding,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.668004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2808b46d-006d-42c2-a3ec-19bd90f67b59 · outbound

This paper cites Machine learning-based CSI feedback with variable length in FDD massive MIMO,.

Generative Diffusion Model-based Compression of MIMO CSI Machine learning-based CSI feedback with variable length in FDD massive MIMO,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.884400Z

Source-reported events for the cited work

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

Observation 97e7facf-c5c7-4fc6-9977-b4c883bb5075 · outbound

This paper cites Learning variable-rate codes for CSI feedback,.

Generative Diffusion Model-based Compression of MIMO CSI Learning variable-rate codes for CSI feedback,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.878295Z

Source-reported events for the cited work

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

Observation db4fe32e-8654-423b-af44-e84a7f3de632 · outbound

This paper cites An overview of 5G advanced evolution in 3GPP release 18,.

Generative Diffusion Model-based Compression of MIMO CSI An overview of 5G advanced evolution in 3GPP release 18,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.872156Z

Source-reported events for the cited work

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

Observation d95c6a44-6071-4046-9b21-2a8f24be5580 · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications,.

Generative Diffusion Model-based Compression of MIMO CSI Diffusion models: A comprehensive survey of methods and applications,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.866035Z

Source-reported events for the cited work

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

Observation cbbc5b38-2968-4647-aa24-49d76f2d45a5 · outbound

This paper cites U-Net: Convolutional networks for biomedical image segmentation,.

Generative Diffusion Model-based Compression of MIMO CSI U-Net: Convolutional networks for biomedical image segmentation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.859574Z

Source-reported events for the cited work

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

Observation a048fb24-0ef1-4e1e-b0ed-6a0290ce6b74 · outbound

This paper cites Diffusion models in vision: A survey,.

Generative Diffusion Model-based Compression of MIMO CSI Diffusion models in vision: A survey,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.680497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2914138-e568-4d80-b174-56caff69bcf1 · outbound

This paper cites Lossy Compression with Gaussian Diffusion.

Generative Diffusion Model-based Compression of MIMO CSI Lossy Compression with Gaussian Diffusion

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.682635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58df1cc-1ecf-4551-8052-c078fd528425 · outbound

This paper cites Lossy image compression with conditional diffusion models,.

Generative Diffusion Model-based Compression of MIMO CSI Lossy image compression with conditional diffusion models,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.849402Z

Source-reported events for the cited work

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

Observation d52f10c5-65ad-47bd-b51a-f925ea44fd24 · outbound

This paper cites Generalization of the rate-distortion function for wyner-ziv coding of noisy sources in the quadratic-gaussian case,.

Generative Diffusion Model-based Compression of MIMO CSI Generalization of the rate-distortion function for wyner-ziv coding of noisy sources in the quadratic-gaussian case,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.842977Z

Source-reported events for the cited work

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

Observation 6e6bbd73-27f7-4675-894e-e793f7b30ec0 · outbound

This paper cites Eliminating channel feedback in next-generation cellular networks,.

Generative Diffusion Model-based Compression of MIMO CSI Eliminating channel feedback in next-generation cellular networks,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.836553Z

Source-reported events for the cited work

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

Observation 4df87e6f-5aeb-486a-bd8c-be1a243e2e72 · outbound

This paper cites FDD massive MIMO without CSI feedback,.

Generative Diffusion Model-based Compression of MIMO CSI FDD massive MIMO without CSI feedback,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.828573Z

Source-reported events for the cited work

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

Observation f0bc3b68-32b5-45a5-800a-5e852ce93514 · outbound

This paper cites NR; physical layer procedures for data (release 15),.

Generative Diffusion Model-based Compression of MIMO CSI NR; physical layer procedures for data (release 15),

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.821741Z

Source-reported events for the cited work

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

Observation 52a162c0-aef8-448d-99a8-d15d6c04fb84 · outbound

This paper cites Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

Generative Diffusion Model-based Compression of MIMO CSI Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.695447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0b4308-0a55-456a-90e3-a0ec5719ef02 · outbound

This paper cites Neural discrete representation learning,.

Generative Diffusion Model-based Compression of MIMO CSI Neural discrete representation learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.815428Z

Source-reported events for the cited work

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

Observation 5ceeaba2-4b6b-4e35-902c-172444cea7b0 · outbound

This paper cites Denoising diffusion implicit models,.

Generative Diffusion Model-based Compression of MIMO CSI Denoising diffusion implicit models,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.809207Z

Source-reported events for the cited work

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

Observation ae4adfbf-6d5e-462f-9bce-dcd4cf0af390 · outbound

This paper cites Denoising diffusion probabilistic models,.

Generative Diffusion Model-based Compression of MIMO CSI Denoising diffusion probabilistic models,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.803043Z

Source-reported events for the cited work

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

Observation 4276fa2d-d6c2-4e06-8bfa-ad786e132b22 · outbound

This paper cites Progressive distillation for fast sampling of diffusion models,.

Generative Diffusion Model-based Compression of MIMO CSI Progressive distillation for fast sampling of diffusion models,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.703538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54708f19-cfa2-4e3c-8962-81363a2ef26c · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Generative Diffusion Model-based Compression of MIMO CSI Adam: A Method for Stochastic Optimization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T22:14:07.705262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7db1766-6565-4852-9173-2c86fe157692 · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 GHz,.

Generative Diffusion Model-based Compression of MIMO CSI Study on channel model for frequencies from 0.5 to 100 GHz,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.792649Z

Source-reported events for the cited work

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

Observation 1ef74728-0318-448c-b1b1-ce454fcc8cb0 · outbound

This paper cites Spatial- and frequency- wideband effects in millimeter-wave massive MIMO systems,.

Generative Diffusion Model-based Compression of MIMO CSI Spatial- and frequency- wideband effects in millimeter-wave massive MIMO systems,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.786232Z

Source-reported events for the cited work

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

Observation 13956737-cb68-4d98-826a-89b37060534c · outbound

This paper cites An Efficient Network with Novel Quantization Designed for Massive MIMO CSI Feedback.

Generative Diffusion Model-based Compression of MIMO CSI An Efficient Network with Novel Quantization Designed for Massive MIMO CSI Feedback

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-08T22:14:07.740502Z

Source-reported events for the cited work

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

Observation 2c52e0f8-167d-446b-be93-3d8de38354db · outbound

This paper cites Convolutional neural network- based multiple-rate compressive sensing for massive MIMO CSI feedback: Design, simulation, and analysis,.

Generative Diffusion Model-based Compression of MIMO CSI Convolutional neural network- based multiple-rate compressive sensing for massive MIMO CSI feedback: Design, simulation, and analysis,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.780117Z

Source-reported events for the cited work

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

Observation 952cf030-d616-4d72-9c84-5a899e446385 · outbound

This paper cites Malunet: A multi-attention and light-weight unet for skin lesion segmentation,.

Generative Diffusion Model-based Compression of MIMO CSI Malunet: A multi-attention and light-weight unet for skin lesion segmentation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.773786Z

Source-reported events for the cited work

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

Observation 6c8c88bd-3a26-4ccf-a417-66ced13ff574 · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow,.

Generative Diffusion Model-based Compression of MIMO CSI Flow straight and fast: Learning to generate and transfer data with rectified flow,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:14:07.766679Z

Source-reported events for the cited work

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

Pith citing papers

Observation 91e63eb1-ca66-4438-92e2-795ee951ce85 · inbound

Learning-to-Defer with Expert-Conditional Advice cites this paper.

Learning-to-Defer with Expert-Conditional Advice Generative Diffusion Model-based Compression of MIMO CSI

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T21:23:04.333248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.