Paper Citation Record · LEDGER

Vision Transformer-based Semantic Communications With Importance-Aware Quantization

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 3 inbound Pith citation observations for arXiv:2412.06038.

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

pith.paper-citation-record.v1
2412.06038 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:13:28.917728Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:44:12.312437Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:59:17.520193Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy22
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f7ba017-20bd-4c01-8c88-21adda69deb2 · outbound

This paper cites Semantic communications: Overview, open issues, and future research directions,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Semantic communications: Overview, open issues, and future research directions,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.172383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70dacf51-5c7c-455f-beda-393330bd6874 · outbound

This paper cites A paradigm shift toward semantic communications,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization A paradigm shift toward semantic communications,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.639115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0b1749d-9668-4820-9ff3-ff21c7e9e1c2 · outbound

This paper cites A unified multi-task semantic communication system with domain adaptation,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization A unified multi-task semantic communication system with domain adaptation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.627891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55ba3680-aa42-446b-9663-00e7a0152987 · outbound

This paper cites Beyond transmitting bits: Context, seman- tics, and task-oriented communications,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Beyond transmitting bits: Context, seman- tics, and task-oriented communications,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.318538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332e0cd7-8f96-493f-aca1-b569d06aba8f · outbound

This paper cites Goal-oriented communications for the IoT and application to data compression,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Goal-oriented communications for the IoT and application to data compression,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.609488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dc9d5174-2364-4e29-a997-95132a579c60 · outbound

This paper cites Generative joint source-channel coding for semantic image transmission,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Generative joint source-channel coding for semantic image transmission,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.598885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c7fe27c7-322e-4aa6-a5b5-1362320e416f · outbound

This paper cites Bandwidth-agile image transmission with deep joint source-channel coding,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Bandwidth-agile image transmission with deep joint source-channel coding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.583638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 43082f49-5728-4147-99d9-d08fcf8d5c72 · outbound

This paper cites Deep learning enabled semantic communication systems,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Deep learning enabled semantic communication systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.335501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea80c3ec-88ef-4366-90af-3afe583bab49 · outbound

This paper cites Resource allocation for text semantic communications,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Resource allocation for text semantic communications,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.437010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dabed8cc-bc52-44f0-8ae6-99c60b6cb3e9 · outbound

This paper cites Semantic communication systems for speech transmission,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Semantic communication systems for speech transmission,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.342501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7d5c6d-e40c-4d58-9630-4c68db21c83b · outbound

This paper cites Deep joint source-channel coding for wireless image transmission with semantic importance,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Deep joint source-channel coding for wireless image transmission with semantic importance,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.243621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 446ffd4e-bc9b-4c50-8abd-7b5bdefa931c · outbound

This paper cites Neural joint source-channel coding,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Neural joint source-channel coding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.206452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b02d3ead-b8f9-4d84-a802-a7f1a9f6c1b1 · outbound

This paper cites Device-edge digital semantic communication with trained non-linear quantization,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Device-edge digital semantic communication with trained non-linear quantization,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.195070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc8e89b5-db66-454a-b2e1-719d2e46c3ca · outbound

This paper cites Variational image compression with a scale hyperprior.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Variational image compression with a scale hyperprior

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.400507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dea6575-f110-4153-a72b-706d223e3d40 · outbound

This paper cites D$^2$-JSCC: Digital Deep Joint Source-channel Coding for Semantic Communications.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization D$^2$-JSCC: Digital Deep Joint Source-channel Coding for Semantic Communications

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.464983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6ab8a4-84e9-4f5d-8442-e48413283be1 · outbound

This paper cites OFDM- based digital semantic communication with importance aware- ness,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization OFDM- based digital semantic communication with importance aware- ness,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.597500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e15f37-497d-4b86-80db-72da0d33946e · outbound

This paper cites Robust semantic communications with masked VQ-V AE enabled codebook,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Robust semantic communications with masked VQ-V AE enabled codebook,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.601603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c8ae69-e0f7-4efa-8c73-7d8829a97ca4 · outbound

This paper cites Task-oriented multi-user semantic communications for VQA,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Task-oriented multi-user semantic communications for VQA,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.176200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8962831b-bbba-42f6-9484-c703622d67d7 · outbound

This paper cites Task-oriented communication for mul- tidevice cooperative edge inference,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Task-oriented communication for mul- tidevice cooperative edge inference,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.163403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b6b9f7b-5ebf-4436-baa7-3e00e1f0053c · outbound

This paper cites Semantic communication for the internet of vehicles: A multiuser cooperative approach,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Semantic communication for the internet of vehicles: A multiuser cooperative approach,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.152352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8f072e38-f56b-424b-8c99-20529d5ed86b · outbound

This paper cites Vision transformer for adaptive image transmission over MIMO channels,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Vision transformer for adaptive image transmission over MIMO channels,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:30.139374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b7074366-f950-4157-bf15-52c4ec8c8cfb · outbound

This paper cites Joint source-channel coding for channel-adaptive digital semantic communications,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Joint source-channel coding for channel-adaptive digital semantic communications,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.620238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d89fc26-3342-4ddd-93f6-159657075e1a · outbound

This paper cites Adaptive modulation and retransmission scheme for semantic communication systems,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Adaptive modulation and retransmission scheme for semantic communication systems,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.624412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2af8eeb-0375-47c4-8824-382c129060d4 · outbound

This paper cites Attention-aware semantic communications for collaborative inference,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Attention-aware semantic communications for collaborative inference,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.914167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1c939717-1fc6-4850-b456-f69cbebf92a5 · outbound

This paper cites An image is worth 16 ×16 words: Transformers for image recognition at scale,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization An image is worth 16 ×16 words: Transformers for image recognition at scale,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.741856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 439dc468-9c68-4985-a2c7-b6c7f64b41bd · outbound

This paper cites Fox, Discrete Optimization via Marginal Analysis.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Fox, Discrete Optimization via Marginal Analysis

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.637933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3ab51e99-c0d7-4165-996f-c9c0ca21ade4 · outbound

This paper cites Optimal training design for channel estimation in decode-and-forward relay networks with individual and total power constraints,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Optimal training design for channel estimation in decode-and-forward relay networks with individual and total power constraints,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.627107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 87b34c41-defe-4342-9faa-f50675ac57f6 · outbound

This paper cites Learning multiple layers of features from tiny images,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Learning multiple layers of features from tiny images,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.642123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f0a85f9-0f41-42f0-80a6-e0832a36d570 · outbound

This paper cites Domain generalization by mutual- information regularization with pre-trained models,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Domain generalization by mutual- information regularization with pre-trained models,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.608180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a69ca3f3-66d3-489c-9b09-8ead1636b5b0 · outbound

This paper cites Towards real-world multi-view object classification: dataset, benchmark, and analysis,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Towards real-world multi-view object classification: dataset, benchmark, and analysis,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.594972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6705bcf1-4291-43f3-a271-45596f819860 · outbound

This paper cites The role of masking for efficient supervised knowledge distillation of vision transformers,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization The role of masking for efficient supervised knowledge distillation of vision transformers,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.581686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5422a414-b99a-4373-bb91-2d212e2c1a0b · outbound

This paper cites Fast water-filling for agile power allocation in multi-channel wireless communications,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Fast water-filling for agile power allocation in multi-channel wireless communications,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.497176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55f950a7-bb3e-4313-84ee-460755141c93 · outbound

This paper cites Goldsmith, Wireless Communications.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Goldsmith, Wireless Communications

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T20:13:28.871412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd3f679-de07-4ee5-8eb7-ccb56778ab0f · outbound

This paper cites an unresolved cited work.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:13:29.378122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a837051f-e59a-47cd-98e0-e91d5013110e · outbound

This paper cites Training data-efficient image transformers & distillation through attention,.

Vision Transformer-based Semantic Communications With Importance-Aware Quantization Training data-efficient image transformers & distillation through attention,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:13:29.253010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 423c4548-309b-4794-8f74-7609af601d20 · inbound

A Survey of Secure Semantic Communications cites this paper.

A Survey of Secure Semantic Communications Vision Transformer-based Semantic Communications With Importance-Aware Quantization

Reference 235

Resolution: unresolved; no resolver link, observed 2026-08-10T22:44:12.312437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aec7476-ce54-454c-a011-4c036dade738 · inbound

Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications cites this paper.

Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications Vision Transformer-based Semantic Communications With Importance-Aware Quantization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T10:06:14.008836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 559a2050-aad7-45ca-bc2e-056a2859600f · inbound

Importance-Aware Semantic Communication in MIMO-OFDM Systems Using Vision Transformer cites this paper.

Importance-Aware Semantic Communication in MIMO-OFDM Systems Using Vision Transformer Vision Transformer-based Semantic Communications With Importance-Aware Quantization

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:59:17.587113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.