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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:31.673405Z digest=sha256:d4dc651462fac24f82fd4a79b3f2f586b82fe5efe357e48d00e2b4dacaa1619d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:31.747839Z digest=sha256:2d57c060b2ace252fce97fb0d032ab6328409933efb2d769e089a6a009ca87b5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:31.864925Z digest=sha256:86d80d2690278c04e178dce8f5420a2f4599f2c1cb2a6f09d898c0a0de7c2576

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:31.977182Z digest=sha256:7a298ae83337edbce5c56216667b2af1d4ac752ed33a8ba28a84e9caa026d0a0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.093044Z digest=sha256:6314f6825b7292b252e1eb3c33fac6daeb662d1fcf8e1eefe1bd3494a64a2d8d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.187443Z digest=sha256:68ed6466a6141a287d4c2e56a86b7893256da5b05682d51ea1b0dbe9c53340d5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.296212Z digest=sha256:00d0272b765ad52b0d99c078cfe4d1a6e910a98885cc70abc6d243d1d44a58c9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.400919Z digest=sha256:94ad6739a8b07b5b3dcb25222f6edae25e22d1f1d48c05ae014ff29f58b4877e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.523523Z digest=sha256:6d180fcde9af115f0f180ca4460987396b647e7a17063a4729a8b21da8084ba0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.640585Z digest=sha256:8ccd78a1d1f152cc2ea3dc4d3d8e4de856ce93cd0d7651b358a7bc06c1d6fa77

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.769338Z digest=sha256:8ddf8f247d6d16618139c7decc678a1a1659a9b4afa98d84426f2d3f1a663c82

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:32.890497Z digest=sha256:96c7a5b5830ae7be0aa57c1202c37450cab0294d824293b04161977e6843b0e3

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=sha256:21e41483d7541f3cf99e4a75305df55360eda1ae31e46bfd68aa4e07faf4956a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:33.156229Z digest=sha256:7c461cfa80ce23d1352ac93c879db14b87d4f1891c61ebb7608fbcf31006814e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:33.274539Z digest=sha256:b302b9fb2fefc2d8b0202380bd6a4d639ff2e7699086197db38ea79e3caad6ba

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:33.454695Z digest=sha256:be80e35699f8a13848778db51196d65a484e50b68b1e9fee24b7eb5f87f4b79b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:33.653616Z digest=sha256:0ffe17f86057b2192d84d4770e9c055e2c16a8cbb4b12fe66e0a7585b52e95d0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:33.814671Z digest=sha256:d8d34c5cd791cd0f247adc94b5225f2b9635f5da9e39b1148c9692b1d7e79725

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:33.952490Z digest=sha256:e88caa3dcdc53eeb89305c2e3d0fa50d7a1cb43186d6d878544f7d3002f04852

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.097010Z digest=sha256:87f577f0c0f03228fe0afe2f353013f347c2c9dd739702cfc7579fd5a0d3ec33

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.224719Z digest=sha256:533a9eaed58e193898a03e602b8cf6f7858dddaec072e44db16063d1bb018a11

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.390082Z digest=sha256:3e06d6306bde729888f8fc6b0083619a7ea2fb3231a8fa1b07c1bc16e2303caf

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

Resolution
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.497671Z digest=sha256:cd2676369aaf10340ca629694249c899a0e127ef1c1f779c2d60c6d29799d583

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.593024Z digest=sha256:1a164ccbc1063b35c3ef5fc230595208f8fe73045b35d21136c66ddd427ce6e3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.663399Z digest=sha256:02f5001aa2548a4cf130d1ba5c509f1d942ba143b6660cc9e1ac75bbc6b0fd10

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.744533Z digest=sha256:e39add48180568629eaed5a3181a35d8301533c9cff281cabb211308f2a5091f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:34.794044Z digest=sha256:b3c8844c5f1ca77e4484f7764d8f0b2456e62f239e751555b19928807e76a355

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.023328Z digest=sha256:ddf030214f59a5e004f2639ec7c93e8c1cbd1d75e2938933dca9cc7337997322

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.062535Z digest=sha256:21f6dbd9b58d6ec9ddaa71a578f29fe8f1eed87b45a38b7b4dfa019c1cd97d5f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.169014Z digest=sha256:35bf36ba536dc6042448db3974a5a51b3df0c214b7979f48d35090d3d19e7dd1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.291417Z digest=sha256:b055108c56bda32658ceddb814d32492d6ac1bfe012f3a63636e12f951c21bb2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.377230Z digest=sha256:9ae090aee9be302069d0ad67eb704bc86532a25e9620f4b6d69158639755ced7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.458347Z digest=sha256:c2a9431297ac7e034c233263b6cef664bf1c85e952d71eabcf6f394971e6c239

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.695195Z digest=sha256:0933b0c950d42501a2b6b1daa6b4a1703bd747684ea894e16e104b55dd7b9d5d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.796911Z digest=sha256:685b79d94eb4abb7ef4b4fc4672c1a0b4c3640410ec712b839dd46544090407f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.903075Z digest=sha256:b50363fe8f2a249af96b9d08e9b9db2d8852b76a4df37f96b5e9f6e88a847360

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:35.986692Z digest=sha256:caf6486787fb1d60bb81f167c7387d0fb2fbe4bfae0485197bfea68b40358c1b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.054208Z digest=sha256:3f527e31dd50bce015a2c4f7aabc36a07dca6b6601564f43bbf6661752491311

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.160189Z digest=sha256:8f980859503c29c6e5f3ef532cfd566073ee760905dbbe00ea2af10d9f3a32c1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.254245Z digest=sha256:a9a4897fc253b4b1d6011a24cb132e0f8dea875696bd259908953413e86d107c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.416774Z digest=sha256:2407f976af757c99ed5fae93e30e3341761d083119a04b5c255544d81b2ed2d8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.510877Z digest=sha256:fb9829198e49c8dd74ca739e1ed3d5e4b5a1219b326e12b689102b1504b9c8e5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.710324Z digest=sha256:49ec632064c7091e9c5262361ec9f14c78d16763e7cdb7c4f9d93dd3ac06b8cc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.870727Z digest=sha256:41e2fad00ccc370e96e792678215ebcd2f4cdfc94d866a16df46d875b6a507ec

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:36.973257Z digest=sha256:92ee5ef8c3e387ac62927c495a4a7c2085230f3e1c0dfb22d56b2c886a534a7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.059763Z digest=sha256:de38eeed26094efe7e247d8641de936af23eafb53ff7e14024cfe5807ef6e437

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.161258Z digest=sha256:95f4b904fc268aeed9355eab3c80ef886cc807028b5690a54741af33530495d5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.359802Z digest=sha256:abc17df2273b3e0e20c78649896d9088cfea77fd6f90ded3bfd5518fbadf8019

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.488010Z digest=sha256:c23f7d58ec97c9917d8f878697c959bb3fe0609e956b27b7f3e0c569971424ae

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.592626Z digest=sha256:2b6c9f0ccfb53a1cb2572917443d14d8bbf516942a48d4ecc17e8ad57798a638

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.696760Z digest=sha256:fe1e828e1ff0dbbb2c43db77a1d2d6b8520dea2b0aa8cedb61630a4d513a2d16

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.754922Z digest=sha256:ecd5ebf01a7b816f524a06db981130ce420952dfee8eae582455652e980b734c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:07:37.813541Z digest=sha256:331bbfdb84706892ffa3017380182a7896fd2f7b1df95d555fe57941262a836d

Pith citing papers

No inbound Pith citation observations are available.