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Paper Citation Record · LEDGER

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning

As of 9 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2505.19940.

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

pith.paper-citation-record.v1
2505.19940 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:07:37.813541Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

58 of 58 outbound references displayed

  • verified exact4
  • verified fuzzy48
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3173ca9-bbf1-4cfb-a525-bef4b4dbaa21 · outbound

This paper cites Self-supervised learning enabled task-oriented semantic communication using limited labels,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Self-supervised learning enabled task-oriented semantic communication using limited labels,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:48.081069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:31.673405Z digest=sha256:0d5063a87350fab925cb572b0bc96e843d6943da41819ed415d34a544c68211e

Observation 0188e8d1-ecdf-4e78-a72b-589cd477fa37 · outbound

This paper cites Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:47.893601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:31.747839Z digest=sha256:ce06863cdd7daf11dfd7bfff06636b9e5f3776b5f78f9c9c042e9010c38701b2

Observation ced00cac-f174-49b4-b203-0ba15494aa0e · outbound

This paper cites Toward ubiquitous and intelligent 6G networks: From architecture to technology,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Toward ubiquitous and intelligent 6G networks: From architecture to technology,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:47.665337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:31.864925Z digest=sha256:f44c5a2c8b7a60d6181205604e4ea59764fa9ad7f0d81b9e05c2b425dd52dee7

Observation 416a2ed5-1903-497f-a3c5-c7ceae08084b · outbound

This paper cites Byzantine-resilient over-the-air federated learning under zero-trust architecture,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Byzantine-resilient over-the-air federated learning under zero-trust architecture,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:47.437767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:31.977182Z digest=sha256:0a722aaab8fb4c323f16c317513dd9e2515857727afb2ea44d381d2a9c2e2444

Observation f8ed8078-b473-4c7c-9d7e-1ef2391a8b0c · outbound

This paper cites Combating interference for over-the-air federated learning: A statistical approach via ris,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Combating interference for over-the-air federated learning: A statistical approach via ris,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:47.213074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.093044Z digest=sha256:0fe7265a4e16ff1c5b6aa4685b43d82f4004ef665f2c0aeace6672435f13326f

Observation 7bff3038-b817-4e7b-ac0a-5523aff70ec6 · outbound

This paper cites Distributed machine learning for multiuser mobile edge computing systems,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Distributed machine learning for multiuser mobile edge computing systems,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:47.041138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.187443Z digest=sha256:b36c73be2629a09a5bb08e95b1c35d9f8e2c6cd4990f9ad404109b0b65f787df

Observation 3a297218-2272-4679-9adc-bf7c668b9ffc · outbound

This paper cites Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:46.741963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.296212Z digest=sha256:0c5fed5f14eb34bcc199fc84aa52898976a61c9b89cbf980d698df555d5025a4

Observation a8cf2c71-1f74-4b7e-a461-9c5d050e9e28 · outbound

This paper cites Reconfiguring wireless environments via intelligent surfaces for 6g: reflection, modulation, and security,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Reconfiguring wireless environments via intelligent surfaces for 6g: reflection, modulation, and security,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:46.444775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.400919Z digest=sha256:3d05b9abf417209de906cd45d709e60336d67f1f3670212fb5c3f688cf8eaa2a

Observation b7925e6d-8f77-4520-af95-926ad308b8ca · outbound

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

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:46.208520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.523523Z digest=sha256:a59443f8738a9a845b6e5a96559890a3b7cb3dbc1007c403c131823e20e1c5c2

Observation 81487eac-4c4c-4de0-835f-e686f351fe38 · outbound

This paper cites Compressing semantic information with varying priorities,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Compressing semantic information with varying priorities,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:45.882823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.640585Z digest=sha256:8a717d9e64fbdc652c7174fb1cc150d01b54e35fb09def8565b892c744317eee

Observation 28d3a537-3f53-465d-9fa0-86b57ba62cc1 · outbound

This paper cites Semantic index assignment,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic index assignment,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:45.584894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.769338Z digest=sha256:feceba637eb5e8cd986b041bbbb9fa2c2f16c799d2d3e49c0b32d152828d6fff

Observation f9914bdb-1523-4139-b496-ff2d980b5c40 · outbound

This paper cites Stacked intelligent metasurfaces for task-oriented semantic communications,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Stacked intelligent metasurfaces for task-oriented semantic communications,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:45.379433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:32.890497Z digest=sha256:112d47ae04b47ce97b29ca307088026ef664284c46fe115645621d043099f5cf

Observation cfef3c2c-6031-4269-a7a3-4ec5524c5950 · outbound

This paper cites Semantic Communications: Principles and Challenges.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic Communications: Principles and Challenges

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:07:33.019655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:33.019655Z digest=sha256:e3f7a672a08c6f8c0a1c90966928b84ab51ef9566f07fe14190d4ceef8f3a6c9

Observation 2d5c636a-ceef-40b1-82dd-7899c31aed20 · outbound

This paper cites Semantic text compression for classification,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic text compression for classification,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:45.150507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:33.156229Z digest=sha256:cc8483e3c35b7324c66a958ece68332094032faa6ae2e34eac0e48fe8663b47f

Observation 742fb8b7-b771-48ce-a9fd-b579a5ca02a1 · outbound

This paper cites Classification-oriented semantic wireless communications,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Classification-oriented semantic wireless communications,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:44.879889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:33.274539Z digest=sha256:2fafd9e012baecf03f162a8e16e7de935004b275ef3e387a1726f5483f1851cf

Observation bbfc219c-9eff-44f1-81cb-dc18109641d8 · outbound

This paper cites Deep learning-based end-to-end wireless communication systems with conditional GANs as unknown channels,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep learning-based end-to-end wireless communication systems with conditional GANs as unknown channels,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:44.644561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:33.454695Z digest=sha256:518c2db56fd41ec564536e4c4780e79009db7bcf6d5b7dcbe7c31a71cfddb223

Observation dd4b78e0-5e97-4aa6-8cc6-0f683d8c4011 · outbound

This paper cites Less data, more knowledge: Building next generation semantic communication networks,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Less data, more knowledge: Building next generation semantic communication networks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:44.331680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:33.653616Z digest=sha256:8d5625d2f606c802d08bed693a4238913d1861cbfa32c492b786967059ad1300

Observation fb7e4545-700f-4c06-a314-a038993b3160 · outbound

This paper cites Semantic-preserved communication system for highly efficient speech transmission,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic-preserved communication system for highly efficient speech transmission,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:44.027917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:33.814671Z digest=sha256:bcbcb9b9616964b7d3f459517ba588c7fa6624142a496e5626c5b0fc3b2504da

Observation d5965002-b2b2-43f0-8dab-0b2ab691322d · outbound

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

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep joint source-channel coding for wireless image transmission,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:43.735364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:33.952490Z digest=sha256:19acb4b3a8ca9fa2f038ae18e9313a69fa13ee0197d84835e9e4a9459a7a6fd1

Observation 0905592a-4a8f-4e36-8c6b-f142247c0817 · outbound

This paper cites Deep learning enabled semantic communication systems,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep learning enabled semantic communication systems,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:43.458371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.097010Z digest=sha256:c6ac41ddc76d13649557052b0ab3c7443cd3e857d58f4f23270e3c537163cfbd

Observation 06795e08-c894-466f-b378-f4dc49ed58b6 · outbound

This paper cites Learning task-oriented communication for edge inference: An information bottleneck approach,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Learning task-oriented communication for edge inference: An information bottleneck approach,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:43.219631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.224719Z digest=sha256:fb046b91e8b85dba69f66d2a0f1d0676957b3c1eed1dea411dd4423a73acba79

Observation 512f58b2-18f9-41e6-bf5e-c5247301618e · outbound

This paper cites Deep learning-enabled semantic communication systems with task-unaware transmitter and dynamic data,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep learning-enabled semantic communication systems with task-unaware transmitter and dynamic data,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:43.052824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.390082Z digest=sha256:7f4617b37a2d78e2825393c02e923a41ed50cb3fd5985460065edbd5d37b472a

Observation 86451684-1f17-44c3-85ca-b11dd820b8a6 · outbound

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

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Task-oriented multi-user semantic communications,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.800075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.497671Z digest=sha256:1ae5aeae4cea9a595dbc4ccaf95457ee577acb315e8624d2e2769dddda7cea75

Observation cdd419ab-8537-4f38-b628-d1a76ef0108e · outbound

This paper cites Wireless image retrieval at the edge,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Wireless image retrieval at the edge,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.747174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.593024Z digest=sha256:5f5dde9215081fff0b07b62abfa8341e37ce6929092488c5b606d1212cb5a6db

Observation 9148d9d9-99a1-4117-8edc-48907aba655e · outbound

This paper cites Deep learning in physical layer communications,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep learning in physical layer communications,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.665979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.663399Z digest=sha256:eb5573a2bfce6303e94afdee3e7649066ab51f3fbc99574081ca94101d8902d1

Observation 04abf803-2426-4072-b71d-26bfbb4889bf · outbound

This paper cites Model-driven deep learning for physical layer communications,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Model-driven deep learning for physical layer communications,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.486156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.744533Z digest=sha256:4509731577ddb543d6ab4f8e620491b23f091d15d3eb1a47f83bf58bd2c4fd6f

Observation 654869b7-6362-4c3c-a3e4-4cc4a22538bf · outbound

This paper cites Semi-supervised end-to-end learning for integrated sensing and communications,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semi-supervised end-to-end learning for integrated sensing and communications,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.380441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:34.794044Z digest=sha256:e3cdd95ec443247287c7fffa1bf95762c1ace4f88539a77559c57039db1c8518

Observation 39165fc4-5746-45e7-a3d4-50264a91659e · outbound

This paper cites Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:07:34.902426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:34.902426Z digest=sha256:d22d382ab53e5c36a5fcae24a0a6d2585d18bc45ae0fb186eec6d29c424e922d

Observation 798567c2-cae9-4385-ada3-c4e1b7057a48 · outbound

This paper cites A review of IoT application in a smart traffic management system,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A review of IoT application in a smart traffic management system,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.248860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.023328Z digest=sha256:ae18441f4f52d6beac4812baed650c2dc06825e3f59da91d31b0a49816a7204e

Observation f37d7792-c91b-42a4-a1a4-a58b49e8b75b · outbound

This paper cites A survey of intelligent network slicing management for industrial IoT: Integrated approaches for smart transportation, smart energy, and smart factory,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A survey of intelligent network slicing management for industrial IoT: Integrated approaches for smart transportation, smart energy, and smart factory,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:42.136310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.062535Z digest=sha256:9abb98bf2cdf4394a663373b3d4b618194cd26b2becaa84bad299d5a75a16b0b

Observation 4a317c78-5281-4bfe-b4fa-be3b78c9220d · outbound

This paper cites Enhancing performance of deep learning models with different data augmentation techniques: A survey,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Enhancing performance of deep learning models with different data augmentation techniques: A survey,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.956576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.169014Z digest=sha256:32ef5be15956e49340f52374a114c2b8b028989dffe2bda3595057b69ec3e703

Observation 7e0034ef-26ec-405f-b566-81defc012d84 · outbound

This paper cites Semantic data augmentation with generative models,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic data augmentation with generative models,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.813290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.291417Z digest=sha256:e22800e66d0115684d5e321c901e560e49e9e023c51c9cd59cee2e0adba988bc

Observation 3d0e24b6-d909-4d7e-af03-3b03cf0f1db7 · outbound

This paper cites A survey on transfer learning,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A survey on transfer learning,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.671263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.377230Z digest=sha256:b3900c2854d11de566dd421002e13965a9624f502b3f4920432ba893b433299d

Observation b1b9386f-761b-4828-a063-de298650a4ef · outbound

This paper cites Model-agnostic meta-learning for fast adaptation of deep networks,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Model-agnostic meta-learning for fast adaptation of deep networks,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.503382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.458347Z digest=sha256:93ec4393406c59f8695424c32097c2fa965cb9afd9fdc91f31f9b667a7725560

Observation 76f57a7e-cfb0-4058-ae1d-c62cdb8dc972 · outbound

This paper cites Improving the Generalization of Adversarial Training with Domain Adaptation.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Improving the Generalization of Adversarial Training with Domain Adaptation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T14:07:35.562168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:35.562168Z digest=sha256:c95700d945db07cac50478e80992d38c705830e982cd111eaa5b1de6262517f1

Observation 0eea4aaf-3948-418b-9e15-d987fbf3d62c · outbound

This paper cites Pre-trained models: Past, present and future,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Pre-trained models: Past, present and future,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.386676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.695195Z digest=sha256:52e499775e89be8acbd26b7054d3866e08ea290cd00a6b620f9ffb8921bfb333

Observation 41ac3a24-43dd-4f61-9064-1b034417ff7c · outbound

This paper cites Context encoders: Feature learning by inpainting,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Context encoders: Feature learning by inpainting,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.240298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.796911Z digest=sha256:63738f98229e11b2d0e413f33a04ea1fdb5d51763dddbc1fa773ffff40e5aa6f

Observation f0b8ae96-2bc6-4276-a16a-b3c6e9b3b79c · outbound

This paper cites Unsupervised feature learning via non-parametric instance discrimination,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Unsupervised feature learning via non-parametric instance discrimination,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:41.095301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.903075Z digest=sha256:bb6ca024d3ad058010502010d40786d9032dbafd95179397d17d12c689625cd5

Observation d7de55ae-e573-4d83-bd31-0990284cc1fe · outbound

This paper cites Contrastive self-supervised learning: a survey on different architectures,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Contrastive self-supervised learning: a survey on different architectures,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:40.939667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:35.986692Z digest=sha256:747beae90757f932daaad942210fc9d356d59e08e4a5ec837cd5a3578974ac14

Observation 8e88fe08-1e71-4124-95d4-d167080b0edc · outbound

This paper cites Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:38.676424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.054208Z digest=sha256:15d23cc4c95bb71f0a00ec03700be760ff56283f6d89d4e55da0f75808d70933

Observation 9ed92c9b-e7a1-4275-8f0f-eda87f72bac6 · outbound

This paper cites Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:38.471455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.160189Z digest=sha256:ebeb7e3b869caa563c127a4e578b4c0a8e29ab6c3a717ecaefc43ce0b2d20ec7

Observation 6fc150cf-4981-4abe-b7f5-d63b742edb20 · outbound

This paper cites A simple framework for contrastive learning of visual representations,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A simple framework for contrastive learning of visual representations,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:40.761338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.254245Z digest=sha256:45bacc4126245b2a12dd31097639abf5608d54e8d9359914f0ea033bd7e8885b

Observation e60f4957-aa4b-44c6-8963-bd099067e560 · outbound

This paper cites Contrastive Learning based Semantic Communication for Wireless Image Transmission.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Contrastive Learning based Semantic Communication for Wireless Image Transmission

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:38.290476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.416774Z digest=sha256:efdfaf8aca655a2bc83efeb9643d45cc7a941f81a59427574f4aa6527c739783

Observation 7aa305c8-a739-489a-b930-b59df060795c · outbound

This paper cites The information bottleneck method,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning The information bottleneck method,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:40.687668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.510877Z digest=sha256:7193bf5eb35f47665f169df8f78ca47c3472df085b7fc0575e95cb9734bb2ba2

Observation d98d6aae-9f17-416b-830b-014483a1669c · outbound

This paper cites Self-supervised Learning from a Multi-view Perspective.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Self-supervised Learning from a Multi-view Perspective

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:07:36.587969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:36.587969Z digest=sha256:a286a2ec1ae5adc9d5b5ab59180c099238f31807479673d83d32a357d226ff32

Observation 45a72d6f-e6a8-4289-86ac-2b6866467cd2 · outbound

This paper cites Disentangled representation learning empowered CSI feedback using implicit channel reciprocity in FDD massive MIMO,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Disentangled representation learning empowered CSI feedback using implicit channel reciprocity in FDD massive MIMO,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:40.499203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.710324Z digest=sha256:c49a57fbbda6d547d3d1584ac2866e25e46ebf5dfd75cd1ce3944bbf93e5c78c

Observation 4a75a79c-7c89-4a17-9809-1af082d2c1c4 · outbound

This paper cites Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T14:07:36.788335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:36.788335Z digest=sha256:98b1586b6d9b1092997c4aa623a5edc453d314b1ded9c4a0f57f4bfc501f2ed6

Observation 07a88b3f-0027-4c7d-b468-318e5e035132 · outbound

This paper cites DIBAD: A disentangled information bottleneck adversarial defense method using hilbert-schmidt independence criterion for spectrum security,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning DIBAD: A disentangled information bottleneck adversarial defense method using hilbert-schmidt independence criterion for spectrum security,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:40.384926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.870727Z digest=sha256:4dfd77041f17e0978439e8fea5be3f8418258ca3353751d3af20d549373ea7f1

Observation 2fc42664-00ca-4677-a0da-a7b91af18b5c · outbound

This paper cites Deep residual learning for image recognition,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep residual learning for image recognition,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:40.153096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:36.973257Z digest=sha256:fee3786a94cb249f6b822c4455edea5a19e2e0a9ac5c3ca1b63261c7971bdaea

Observation 6350b278-5530-43ee-8399-bf22fbbddbf1 · outbound

This paper cites OFDM-guided deep joint source channel coding for wireless multipath fading channels,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning OFDM-guided deep joint source channel coding for wireless multipath fading channels,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:39.932805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.059763Z digest=sha256:a7141d30e73c16eb36c6345c3f291a6c38b498ca1222f30c424ec3f76b52af0a

Observation 615a7f7b-42af-407f-9416-1e314b9ed293 · outbound

This paper cites An information theoretic framework for multi-view learning,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning An information theoretic framework for multi-view learning,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:39.786930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.161258Z digest=sha256:643003f666434a6403cf5f119d32b3e9ceb4f090b606e955ddde090c103885b3

Observation ca066cdb-415a-4a05-9281-674a618626f8 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Representation Learning with Contrastive Predictive Coding

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T14:07:37.241201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:37.241201Z digest=sha256:3b762c4b56889f7473b661dc91d29aacaa776172b3132dc45426de8f5038f717

Observation 4d133113-f880-4f59-85b5-d6702adab034 · outbound

This paper cites Disentangled representation learning for RF fingerprint extraction under unknown channel statistics,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Disentangled representation learning for RF fingerprint extraction under unknown channel statistics,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:39.618737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.359802Z digest=sha256:2308a37620e0b2b7bd713572f4ed6630ab2627ca6d352634addf6de76a47f7b6

Observation 2d290056-d880-4148-9669-0d2f42c8596b · outbound

This paper cites Neural joint source-channel coding,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Neural joint source-channel coding,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:39.449354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.488010Z digest=sha256:c29d67223213d621751bdd44d698d5e5353c5ba65c8215048537b3ede49f237f

Observation 026f6a0a-e0a8-4a75-bd35-e3ca7a37909e · outbound

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

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Learning multiple layers of features from tiny images,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:39.258687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.592626Z digest=sha256:6409b97619d7b788a018841d7d11db4695ee87880914bc117032f5cefde39424

Observation 5fed1915-c4d2-41e9-a0dc-1ba1e8585e39 · outbound

This paper cites Reading digits in natural images with unsupervised feature learning,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Reading digits in natural images with unsupervised feature learning,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:39.075539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.696760Z digest=sha256:5aa6bf1251a4c661ae4c6063f4c93ef3726afa1643a47bf6c52dcd5fa80e61eb

Observation af8cbde9-de98-4ed4-83fb-778ff15f1c51 · outbound

This paper cites Flowers recognition dataset,.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Flowers recognition dataset,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:38.893504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.754922Z digest=sha256:f3d6cba200d343352f403a4343edcb04d4609b1ba87b732b746f59ecc2931955

Observation 8b243b3b-9136-486b-a81c-0dc310870192 · outbound

This paper cites Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:38.080737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:07:37.813541Z digest=sha256:02a8511c6d24b4e8222d818391514ed3386c75b52c47aafb7b73f831e1e149ec

Pith citing papers

No inbound Pith citation observations are available.