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Paper Citation Record · LEDGER

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models

As of 19 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2505.08566.

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

pith.paper-citation-record.v1
2505.08566 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:56:04.509046Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact0
  • verified fuzzy40
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dece9b6c-63c2-4b54-843c-423a277e8995 · outbound

This paper cites A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation fb3849f7-e4f0-41ee-971f-a13a8134e1b5 · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Spatial- and frequency- wideband effects in millimeter-wave massive MIMO systems,

Reference 2

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raw_fallback, observed 2026-08-15T21:56:05.447149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 42ebff7c-9cec-443c-b014-28ae43486145 · outbound

This paper cites An overview of massive MIMO: Benefits and challenges,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models An overview of massive MIMO: Benefits and challenges,

Reference 3

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unresolved
no resolver link, observed 2026-08-15T21:56:04.271024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c9763805-8987-4dfc-99ab-cd0158bca3c1 · outbound

This paper cites A Tensor-Structured Approach to Dynamic Channel Prediction for Massive MIMO Systems with Temporal Non-Stationarity.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A Tensor-Structured Approach to Dynamic Channel Prediction for Massive MIMO Systems with Temporal Non-Stationarity

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.281204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.281204Z digest=sha256:5660dd908900ab05d0217d70e0fdb632e4da94ee6b35e84f799f3d4f67e9c9a1

Observation 32dccee8-fa3c-45e3-829c-594eb0226447 · outbound

This paper cites On the performance of channel-statistics-based codebook for massive MIMO channel feed- back,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models On the performance of channel-statistics-based codebook for massive MIMO channel feed- back,

Reference 6

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raw_fallback, observed 2026-08-15T21:56:05.420393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2da67fa2-a666-4c75-aeec-609e053d305f · outbound

This paper cites 5G new radio (NR): Physical layer overview and perfor- mance,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models 5G new radio (NR): Physical layer overview and perfor- mance,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.404550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4827b9a4-7514-40cf-a855-3bae60d021fa · outbound

This paper cites An overview of limited feedback in wireless commu- nication systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models An overview of limited feedback in wireless commu- nication systems,

Reference 8

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raw_fallback, observed 2026-08-15T21:56:05.389465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.295905Z digest=sha256:e37af0268bddb957ce1cedb57ba4e91016e636cc52590e4050f651c3eb694c5d

Observation 013b4a65-3023-4cfb-a155-ceddaa03ffcc · outbound

This paper cites Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.374078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.301064Z digest=sha256:259751027e42ac26ef36c90046ed5660eda2df651746f56b379e56dceec75d15

Observation ef331228-812c-415d-8cd8-ad455261f145 · outbound

This paper cites An iterative thresholding al- gorithm for linear inverse problems with a sparsity constraint,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models An iterative thresholding al- gorithm for linear inverse problems with a sparsity constraint,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.357959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 7af81c5b-6384-4544-b916-c5e38d26d5aa · outbound

This paper cites From denoising to compressed sensing,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models From denoising to compressed sensing,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9685f5dc-02aa-4634-8f75-203dc9bc912b · outbound

This paper cites Distributed compressive CSIT estimation and feedback for FDD multi-user massive MIMO systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Distributed compressive CSIT estimation and feedback for FDD multi-user massive MIMO systems,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a556a6b6-4aa2-41cf-8121-86073529c7b6 · outbound

This paper cites Compressive sensing for feedback reduction in MIMO broadcast channels,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Compressive sensing for feedback reduction in MIMO broadcast channels,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.310049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 892b5b39-be39-46ad-9b3f-79ae01a8aef5 · outbound

This paper cites Sparse representation for wireless communications: A compressive sensing approach,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Sparse representation for wireless communications: A compressive sensing approach,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.294967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 07818616-d31f-44ee-b0f4-679ed1db44fa · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Deep learning for massive MIMO CSI feedback,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.279479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b7897ec0-d59e-400e-9ca9-c3b86bf9f608 · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Deep learning-based CSI feedback approach for time-varying massive MIMO channels,

Reference 16

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raw_fallback, observed 2026-08-15T21:56:05.263745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.333677Z digest=sha256:1321d1544320eefcc1389d350cfecdd3819900049c9aff20726fe8f160ac54f5

Observation 1f504cf2-7de8-4408-856b-2899af958c6e · outbound

This paper cites CsiNet-former network for bilateral user 3D localization in STAR-RIS-assisted MISO systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models CsiNet-former network for bilateral user 3D localization in STAR-RIS-assisted MISO systems,

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9f72dff6-ef5a-4963-aa90-a06bbafa48c8 · outbound

This paper cites Auto-CsiNet: Scenario-customized automatic neural network architecture generation for massive MIMO CSI feedback,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Auto-CsiNet: Scenario-customized automatic neural network architecture generation for massive MIMO CSI feedback,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 91aaef32-c8e3-4906-84dd-325cfdac802c · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Convolutional neural network- based multiple-rate compressive sensing for massive MIMO CSI feed- back: Design, simulation, and analysis,

Reference 19

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raw_fallback, observed 2026-08-15T21:56:05.216792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 608a7712-a801-4342-9e01-780962c25044 · outbound

This paper cites Attention model for massive MIMO CSI compression feedback and recovery,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Attention model for massive MIMO CSI compression feedback and recovery,

Reference 20

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raw_fallback, observed 2026-08-15T21:56:05.200524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ea6b61c8-21b5-490f-b577-f270a4547048 · outbound

This paper cites Transformer empowered CSI feed- back for massive MIMO systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Transformer empowered CSI feed- back for massive MIMO systems,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.184246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2aa1a8a3-225b-44d6-ae5b-d8ddf9c78367 · outbound

This paper cites Transnet: Full attention network for CSI feedback in FDD massive MIMO system,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Transnet: Full attention network for CSI feedback in FDD massive MIMO system,

Reference 22

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raw_fallback, observed 2026-08-15T21:56:05.167938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ea2d86c6-3933-4d03-911f-5718898b0923 · outbound

This paper cites CAnet: Uplink-aided downlink channel acquisition in FDD massive MIMO using deep learning,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models CAnet: Uplink-aided downlink channel acquisition in FDD massive MIMO using deep learning,

Reference 23

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raw_fallback, observed 2026-08-15T21:56:05.151164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3b7b984d-a396-4b2a-b260-0ca7b238db90 · outbound

This paper cites Exploiting bi-directional channel reciprocity in deep learning for low rate massive MIMO CSI feedback,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Exploiting bi-directional channel reciprocity in deep learning for low rate massive MIMO CSI feedback,

Reference 24

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raw_fallback, observed 2026-08-15T21:56:05.133407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 62c8ee83-5ce8-47a3-ae09-600cd4638b47 · outbound

This paper cites CovNet: Covariance information-assisted CSI feedback for FDD massive MIMO systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models CovNet: Covariance information-assisted CSI feedback for FDD massive MIMO systems,

Reference 25

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raw_fallback, observed 2026-08-15T21:56:05.116906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f58d2136-6900-4d67-a789-1e5e08fd2f58 · outbound

This paper cites Bit-level optimized neural network for multi-antenna channel quantization,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Bit-level optimized neural network for multi-antenna channel quantization,

Reference 26

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raw_fallback, observed 2026-08-15T21:56:05.100554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d278e1d7-b660-4368-8c9a-3a050a0f1c42 · outbound

This paper cites Binary neural network aided CSI feedback in massive MIMO system,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Binary neural network aided CSI feedback in massive MIMO system,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.083315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 64c4df9d-7c8b-4d7e-b0ef-5fae3e660e8f · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Multi-resolution CSI feedback with deep learning in massive MIMO system,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.068250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 906428c7-1670-4024-982d-041a6ca30909 · outbound

This paper cites Attention is all you need,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Attention is all you need,

Reference 29

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raw_fallback, observed 2026-08-15T21:56:05.051919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e0465355-c642-4747-8878-d473b4ed8354 · outbound

This paper cites Language models are unsupervised multitask learners,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Language models are unsupervised multitask learners,

Reference 30

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unresolved
no resolver link, observed 2026-08-15T21:56:04.396386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a74780d8-5e1b-4017-94e6-288e4b7ee402 · outbound

This paper cites Large language model enhanced multi-agent systems for 6G communications,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Large language model enhanced multi-agent systems for 6G communications,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-15T21:56:05.026190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a08212a0-458d-4d9a-aafb-94e2a57cc6f7 · outbound

This paper cites Large AI model-based semantic communications,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Large AI model-based semantic communications,

Reference 32

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unresolved
no resolver link, observed 2026-08-15T21:56:04.405033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.405033Z digest=sha256:2af8b064cc69215656cc50534fcb04e398829f6ad18ea4f8eb116caa3f53bc51

Observation 337435bd-b3cf-43db-a29d-eff19255a7cf · outbound

This paper cites Towards Unified AI Models for MU-MIMO Communications: A Tensor Equivariance Framework.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Towards Unified AI Models for MU-MIMO Communications: A Tensor Equivariance Framework

Reference 33

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unresolved
no resolver link, observed 2026-08-15T21:56:04.409404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.409404Z digest=sha256:6e123d611ebdd1d93c2738ad9f02d2b39683fd38a314d1cd472862c39f52ba20

Observation abf38b3d-7ad6-4ccd-a63c-6f2fd4245279 · outbound

This paper cites AI-enhanced codebook-based CSI feedback in FDD massive MIMO,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models AI-enhanced codebook-based CSI feedback in FDD massive MIMO,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.999950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.413955Z digest=sha256:c75cfddd5e71ae71c649022bf40129e1c60bd299b2d508ab6b8915e4536fbb64

Observation 1be7915e-6210-4275-b9dd-45f019d7b53d · outbound

This paper cites Linear transmit processing in MIMO communications systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Linear transmit processing in MIMO communications systems,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.983987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.418694Z digest=sha256:5580fabee76a2b622870b7997e6b44d0a37f2de47ea5b3651e764609d0a38dd9

Observation f6c30602-54f7-4cd3-9f6b-995468a0614d · outbound

This paper cites A vector-perturbation technique for near-capacity multiantenna multiuser communication-part i: channel inversion and regularization,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A vector-perturbation technique for near-capacity multiantenna multiuser communication-part i: channel inversion and regularization,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.968358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.423257Z digest=sha256:c1416f7f822ec98be2c86c4dde7b5ef39767c698245c7a16e5a98e4bdac5b516

Observation 243bd676-b517-4f92-b6de-9dc60ce9b88b · outbound

This paper cites Weighted sum-rate maximization using weighted MMSE for MIMO- BC beamforming design,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Weighted sum-rate maximization using weighted MMSE for MIMO- BC beamforming design,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.427774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.427774Z digest=sha256:a0119de4073cfec914b3d16b2d089b7f259ed241cea8dc4f9dd414313d2dba6f

Observation b3f4bd60-032a-47dc-9cd1-66e25e9107cd · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Overview of deep learning- based CSI feedback in massive MIMO systems,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.432375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.432375Z digest=sha256:c01c0ea7a42561c6d4e37d6f36199075dba673924e1f3570c23e2ea3cc7f0bbd

Observation 6545af83-152f-4805-a195-e965359166fd · outbound

This paper cites A review of codebooks for CSI feedback in 5G new radio and beyond.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A review of codebooks for CSI feedback in 5G new radio and beyond

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.436811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.436811Z digest=sha256:a0e2f271f289c12645d90b78745fe152338674efa4f3b23ccdee64620fb98677

Observation 2ffc9243-3ca7-4ab7-bf8f-8d294cc5f8cf · outbound

This paper cites NR; physical layer proce- dures for data,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models NR; physical layer proce- dures for data,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.932255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.441739Z digest=sha256:c16830d871a00c1b59dc730424ac4daebed93739ea86a874b5872fc4f9343ae9

Observation d9a3debe-fada-4520-9b0f-b95656b99291 · outbound

This paper cites Beam-delay domain channel estimation for mmWave XL-MIMO systems,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Beam-delay domain channel estimation for mmWave XL-MIMO systems,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.916622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.446265Z digest=sha256:c298cfcfe64c449bd2949f4becdb32d89268c075b2cb5f4c15c41fda69a8ec03

Observation f13d5bb7-c1cb-4e4b-832d-099f342f3fb7 · outbound

This paper cites Site- specific online compressive beam codebook learning in mmwave vehic- ular communication,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Site- specific online compressive beam codebook learning in mmwave vehic- ular communication,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.901101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.450735Z digest=sha256:3321c74cb2d7a91e090e12273fbbaccae26c99545ca661c9e3bb73dae560ad23

Observation 601b54ee-6e81-4850-9f56-6c6c7f097617 · outbound

This paper cites LWM: A pre-trained wireless foundation model for universal feature extraction,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models LWM: A pre-trained wireless foundation model for universal feature extraction,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.776097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.455109Z digest=sha256:f061bb237c23ba5d5a7a5250cd02b6af4540a283a70597c3fddb0c9aa7475d21

Observation 2dca23b9-05f2-4095-a6bd-bb8b2634ed7f · outbound

This paper cites NR; radio resource control (RRC); protocol specification,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models NR; radio resource control (RRC); protocol specification,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.759671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.459794Z digest=sha256:47c110ed718387d942f4586ec42286ab0729f37ae7be349831425f1f0fe848c0

Observation 9b6cd8e8-3c40-4a6c-87bc-4ffdb4416cf2 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Gaussian Error Linear Units (GELUs)

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.464245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.464245Z digest=sha256:e989d92c6bad04a46989f974413c78e9578ea36ed9d936b66ca5c95bbc113982

Observation 61f8696a-6466-4c7e-9c10-2fb85817af74 · outbound

This paper cites Layer Normalization.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Layer Normalization

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.469380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.469380Z digest=sha256:3687ea36e7467b8c6c49650f14ff9d26c378ae18216351cafe2258afe62ff008

Observation 31a120dc-a329-4b45-a486-764dbe0e892b · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.474070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.474070Z digest=sha256:cccdee96320a81bbeaf1bd8a3ddff18f2408ad583d749a3808fe1ae005503357

Observation 9080119e-7c7a-43f5-9881-3a8cf0ce0ac5 · outbound

This paper cites Root Mean Square Layer Normalization.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Root Mean Square Layer Normalization

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.478860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.478860Z digest=sha256:58a8254f7cc7639bd964bcf8a8551359a6b76aab8e62596a01a48b1a5036b1e8

Observation 318f28b2-1569-49f9-a08a-05cf6e56c972 · outbound

This paper cites Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T21:56:04.483696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:56:04.483696Z digest=sha256:27f127d042a261daa1193b04c37129dc92253346e86323e93b25b1cf4522f590

Observation d5acf912-cc0d-4728-a7fa-a6386483536f · outbound

This paper cites Sequential modeling enables scalable learning for large vision models,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Sequential modeling enables scalable learning for large vision models,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.742477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.488496Z digest=sha256:c0e1c323a705e98ffc4b8c396b9e60ec4c17754bc317732e5399a9dbc54f0f1f

Observation acb8eed9-b6ed-49b0-8ae7-5fcde6b6cc3b · outbound

This paper cites Taming transformers for high- resolution image synthesis,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Taming transformers for high- resolution image synthesis,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.725795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.492773Z digest=sha256:e5ef981d6ea869472feccf65592d783a3a2958b786dc22a99c20cb72cc8f05f7

Observation 59772fc2-143f-4b00-8855-ebaf7e9c1eda · outbound

This paper cites QuaDRiGa: A 3- d multi-cell channel model with time evolution for enabling virtual field trials,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models QuaDRiGa: A 3- d multi-cell channel model with time evolution for enabling virtual field trials,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.709542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.497982Z digest=sha256:b14cff73d2d4a88fb9f62a2e010d1070ba3c9a02431aaad3b92283c7267e10a1

Observation 0996c807-c228-4f5f-a544-957781759c01 · outbound

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

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Study on channel model for frequencies from 0.5 to 100 GHz,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.693256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.504448Z digest=sha256:9d6d2e60d17bd666ac0dd09ad4b19a34583e7dca7be4b9bda603e38bd01bcc79

Observation 48dce20b-135e-4c14-a239-aa469038e980 · outbound

This paper cites MIMO broadcast channels with finite-rate feedback,.

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models MIMO broadcast channels with finite-rate feedback,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:56:04.676674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:56:04.509046Z digest=sha256:0912ce104738e347dce55c52af16acd451a27aa3a057ef681d140bf3eff4afba

Pith citing papers

No inbound Pith citation observations are available.