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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:31.673405Z digest=sha256:f174947286d1866c9aa90fe22613d7d368155bb10c53eb2eaa147f05e5971838

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:31.747839Z digest=sha256:268f2f9b0946297cbee364ab16a055e2d237e5ce38d28428543b34f8f500b489

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:31.864925Z digest=sha256:841930dcc4a23799fa20073e8c7eb942331056fcc190627e27aa123cfb8fdcec

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:31.977182Z digest=sha256:6c23420e6197015ad2fda329cad897a3cb567b3e20835661c7d105d6ef4f0345

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.093044Z digest=sha256:0e590a73ddfa8b5cd8b7a88d571bd0069d672cd2d2a5aa3998b8e414bc61307c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.187443Z digest=sha256:2da5eed08ebd10d4d9bb034e3fb78d7ab36026b53d9774e9b79b514e55eec12d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.296212Z digest=sha256:219edab4345fe1ff71ab0c93d3a517c04a45162ff0fdbf0d87e0fbcd8cf9b0f5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.400919Z digest=sha256:b49a64ad2660e29b4282caa4f4231dc1507c7d6667c5c0377f853dc20af3d1db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.523523Z digest=sha256:5bb50220abbb0322cef8b518d749c87c8ff857d0f1e9e2430660b347360a637f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.640585Z digest=sha256:eeb7d2b3c6d389fd135311a56e17c77346691cb79dda753a2257fafbb93f3ceb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.769338Z digest=sha256:8700b4bcca4439fede69718d185e6327442453dc288b22ebbc0b279f2a2858bc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:32.890497Z digest=sha256:829278b73d53f44b73a051f9826c5bcad40b0a0dfc2c351a0ca95686a90eca79

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=sha256:85ddec4433936b4e1714e69c520a4476303b2595b4975482331267fc9bb7e166

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:33.156229Z digest=sha256:52a9156925bd1e952c01908ca162b49416d55dcb3d6f8baacfa5ec626faa6439

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:33.274539Z digest=sha256:16e70aabd6b2cc98e89f25004795dd5ab6d3bb334abfdce1d14d1b56f4b27436

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:33.454695Z digest=sha256:086237b50eabf5c96cea6ced1024b3a8e93e8031fb51d2e170cac60562c3acf9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:33.653616Z digest=sha256:1e40dc9375263ebffae4cb21e65811a9be7dbe9124fc40d29588f108752cd705

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:33.814671Z digest=sha256:5c3d6b73befee3c152fb193620419afd9d0e88742910d93502c51a85a5c0258c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:33.952490Z digest=sha256:145aa1a847c6a7f32e6fe43d5a0c073b7949808437595baafc47165a96a1ad4e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.097010Z digest=sha256:c2a1a97776bea1aa6037371dc66bc73dea4491b5e0b6af1fb23f392dd4350f44

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.224719Z digest=sha256:0f1d659a920d9ec376d491abcbe79656341262ab58cd6d24392c103a9dc691bc

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.390082Z digest=sha256:323e3389a3494e0c5b5391532d13e6716eb7f85e218c8ebbeb07325f6e74453e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.497671Z digest=sha256:234174aadfaebe0ae5a556090d8dd5fdc036312743d896b505d2e89e94cb0608

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.593024Z digest=sha256:e74fd65c5384da8beb15b5630ac16d6608fbe585def7b0f438f1b353a264567e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.663399Z digest=sha256:49770f2104180b3d8ae15fe67279e77ad2701dd92503fcbf55fb020b2bca3e1d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.744533Z digest=sha256:a2d50e4832f3cec61b752c7e10021b119fe195803d7f3e37ddf8e64412f4b0a0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:34.794044Z digest=sha256:070b0bc161b67e7c2d13bd0a1ef2f0972e90602cc05217ba07142c1ce85e1473

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=sha256:2d57a32c080ab9f798692a4d4d67fd0788853650ab9f41c550b52153f2118998

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.023328Z digest=sha256:39f911cc3a30df7ba5c7c8ff058185de96162f65a67a8c415b087fd7419d60b8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.062535Z digest=sha256:64b6f9397fa766166d82c8c754bc280ac227e0d1adb9992d3998e96db01c2957

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.169014Z digest=sha256:dee67eba6175f7f03748ac10f19f359c07e562fa2f96be9834df5a905d4afa30

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.291417Z digest=sha256:109c74125f02b27be67dc6a06a262c10c1dd0c4504e7914912d54ccaa738e657

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.377230Z digest=sha256:77e1e7780162317c2fef5280726cb13e5cf3957a23f0348415648b5854cef98d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.458347Z digest=sha256:fd721bc669cc151df70e0af2ab5e6d8512df0834d6c139c0f3f208262a673cfe

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=sha256:6524a069dbe76916a01c37528df062f59fe223b71d62211979281bf5862db062

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.695195Z digest=sha256:14e7d19a1b3593bc10e2460b3a39bc59b941c5b8bff8763268d729aa9b1c36da

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.796911Z digest=sha256:c4f298e3a34d3ad8528cef9a01000055eb46830f245fada424cfa7eec067b519

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.903075Z digest=sha256:7b98b6f5ff31aaaaef0694a51e6164cce71594f737a4ed3f2a8d780e505d247c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:35.986692Z digest=sha256:2ba99d3c813dac05a4e804baaeb515c24a3d776381e51788baf9e1915f1e14ce

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.054208Z digest=sha256:91d33e999390cbe82a08f846a9f51a1ababfa1e12dc4dbed5752ae1a34c4ed12

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.160189Z digest=sha256:b00c100a3a7e365073224274e9af0fbd917ca8903241c04db228fdc7b92ba7b3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.254245Z digest=sha256:35028e9a4ff28a40dc9593943ce1408cf730a5939471e01938232b3801f9351e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.416774Z digest=sha256:b3b7c851729d5515dc996532c00c10c200421ca4e586244eead5c82da5b186a7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.510877Z digest=sha256:3842cb52e5395e4d81216934b0619d939814a2c91a46072f3d18542bf9111cc9

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:d65f762e617089f0aa1a6abde2a5fb5550746a15760ac953bb13f7fbc9af7358

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.710324Z digest=sha256:24e7905799c726841a8f4912060f52e520133e9d16c05f6df2faaf69d95c4680

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=sha256:36de2f26c15cd1c39982e8287988e6e9cde4e1ce919f35e5a3c32155a173f785

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.870727Z digest=sha256:7be20b79cf3d41842de662fe9d46372e1db77da3bac55610b61c28347815876d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:36.973257Z digest=sha256:1cfebc4af7d7dd0559607d17f9e334dd3d8c2aa1db0aa4d54e4a55d58da52668

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.059763Z digest=sha256:0c6454a0f0ce3eefab1778ac8d42529c97cb299e839d34c8801cdff99210fb06

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.161258Z digest=sha256:f45b3646663d8e3802fee6d325d4897997198296aa0ab4e95e9b4c76936b8359

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:e3ab9019093c6fd562b297845a737c3326c637fbbc4eced0238ee5c2451fc166

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.359802Z digest=sha256:386a5bb57673d55bb46e87d0ece0ab2e2f35eebf5db495ea49ec52d37cec62ba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.488010Z digest=sha256:1936adb86cd59bceaa856fc40bc6344b56b20bb469339d513bd9ab40d34975f4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.592626Z digest=sha256:daa1162d27610d4b95542bbe2c73295c9af23aed26c3b01d329e1be417c0a15f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.696760Z digest=sha256:1dd9b401f29291fe0aadfbe9b93f5298f2d9295f58746e3a37288cff388eeaff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.754922Z digest=sha256:19d404ea7339cf8ce1aecb77a8d9fa1d60ddc12eac694ab13e68a1cd6b37c022

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:07:37.813541Z digest=sha256:55b0ba70f96b01bba51657a741dd90045768a7c89c1fdcb847a928006208058a

Pith citing papers

No inbound Pith citation observations are available.