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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:31.673405Z digest=sha256:b5f61ed08215e68a44990fdb29872c7c69717a8b31f29acdcbd0f98dbe8512b3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:31.747839Z digest=sha256:9b5f31f7e1ca243b2565799170a62b11c4fc7af9e6c40ae3920579bd4c4843b0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:31.864925Z digest=sha256:e8d416131200730cbdabe93b80dd808c28f8bbdf24fdacc3a66b408cce02004e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:31.977182Z digest=sha256:09222be1a4f58628ac4e7435152365c7e5fee591e9485e6204f009aecb5e1a24

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.093044Z digest=sha256:35b23c9461f6656c52872b9610eb991ac07a04881d9a62e01ef53498f75432b0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.187443Z digest=sha256:21725b3982e0a312a7557473463771a667cef1b2ef9208904c3c003323b007d2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.296212Z digest=sha256:f29f626afc28518bd7e227f1fdbc7d1b143f07d5b2f3afbc9b8dd4063880abc7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.400919Z digest=sha256:f9611ba9fffc8d4c28cf545db6f6dbd39b682f4a0a111fa89f17dbe46aea1411

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.523523Z digest=sha256:42b7f70d5c3ecb86db6ac998f9b6ffd8de33419502aeb28a663043f455e83b59

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.640585Z digest=sha256:9bcc5974609d920ca9e06d5fb8310450d7d4c73557e5a6b94bcef3ac7c9a4327

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.769338Z digest=sha256:72f6bdd63878ba156d1a9d2dd71a838d1175b38168525720adb85e2f788ef96d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:32.890497Z digest=sha256:0fe21069ef390c599b0fa3f4735e8153c7a92fc9cc271b76fbe47bc979c03403

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=sha256:33904773bb37c792bcad4a71a37df48039aba8ea9a3dd671c987a1accdbeb61e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:33.156229Z digest=sha256:8d130d1e3c56fb7a9cef8745246a884620039f9c42a9126cbb662e1b8d0ebe2b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:33.274539Z digest=sha256:7dec66985a97f5d13099bc0d7e175f81e5a4eddeba6c0ebc8dc9595e1d957021

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:33.454695Z digest=sha256:6f5cd7bfda5a5c552fc16bc3f58fa6fd2996dd3b16e4dc8a1c132462600f7d70

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:33.653616Z digest=sha256:ec4e30ca50719c8fef7a2f759cab0c8c9fb6a20b173d172096c40ee29c6eccbf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:33.814671Z digest=sha256:f948a43f3fb14efe964fb5f8601eb6456b40f53277766bca40a6e5399eedc105

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:33.952490Z digest=sha256:db3c32a4d7edbad5974b0a6f9f58abfa1fd85ee7b1ec692d30e600c0da5a5692

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.097010Z digest=sha256:23633d4e4911e46700c0cc1b5ed542d13499fd678ff2d4abd556743fbca6a1d8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.224719Z digest=sha256:0b84275a2d4f3f03aef5e3b7f9ca6c8089a27013043869690dcbb6a31193a62f

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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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.390082Z digest=sha256:e0c9621523dbbc2ceed563b7bda6489992da5d77370256336a9d46b5edc174d2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.497671Z digest=sha256:ef49713daae450fb6a849725132a103713662b0acfe575875bbf963f01e3c516

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.593024Z digest=sha256:4a1c6e8544dc8ac1744d5a33ab813df45c9fa7c780c929e368435bf85a27860f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.663399Z digest=sha256:355a9f2f0acb5f230ec438da2a96db29c68dd4a8392e62bbbddd56377d07c4b3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.744533Z digest=sha256:ab74b45ebd3c024b34099e106d86a0db749a4a60f9d17e42aace4f4d366d8f7f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:34.794044Z digest=sha256:1d6d4e63e8a8ff4e6a4e6fc9144177ee266e93558e4f3d397faa4daaf81f6461

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.023328Z digest=sha256:2e74f48d63e24e5a599a99b7720cb0c11d92f6583829ec4498e6b61937988666

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.062535Z digest=sha256:711952c0aa4433ad060a7b8859817dca7bbdd0a8c0ebe834339351830b3f97f2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.169014Z digest=sha256:a47e1f8aed693ef8279b440d28b0f3e617651029be2409a08d8c1d869c07f40d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.291417Z digest=sha256:a0e17021e53d10f3beb6ccdd919cee418b20b56f8cb8c0665316819253f7df8d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.377230Z digest=sha256:e50b98f7283909079671e289a99c9568b732aded57033239c1121a33e69fc8d6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.458347Z digest=sha256:8bd224824fa63f308ce4643f44088b4268e9c36d228e85f6ba2328851da91692

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.695195Z digest=sha256:c922fd4e743c43f53b06cbae4407a16f48d7d74d4a7275d12993f75e2147ade9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.796911Z digest=sha256:66fcd784c323cd36f46212fd9a5de7249a8d59d46b2ee7ba8908adecd1e1fa11

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.903075Z digest=sha256:34bca9d67c9347658fc66085429832066b3a88292c45efc58ee3cfafa6a4ad31

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:35.986692Z digest=sha256:b9a38a1fece7f564cc8255a6e92d8fb08c4b8d4a81bbd79929125dfd50dc8357

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.054208Z digest=sha256:7a7dd19e9f970647c4ad46dbc8cc3a384ed6cf470e9294031e2cd24c5c802be9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.160189Z digest=sha256:d528df572602d813163703fa4f3be4e9c9edb27957f47d9c191d4b0b0abe1461

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.254245Z digest=sha256:b436e6a6977e1d90618274706170ebe5230d95bc48c7122050f544eeb62d5a1d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.416774Z digest=sha256:622dbe59796c9529a0c276c8a1021ca3cc11c0153c99d80f3cd8af195baca783

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.510877Z digest=sha256:a912422061a567194be3fb9491e9d30cfddaad7f1e9b83e4b49f6d76e9314866

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.710324Z digest=sha256:91dd132a2672d49f692d0e45e1b684f738b3f4341bee4b082805f47c894a9252

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.870727Z digest=sha256:8c9c1bc41eadc430f068a25fd687f430279969b1be32ab32f734c98d2741472a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:36.973257Z digest=sha256:8c2e478815513069b988ce828ff726308d6e493b39cd368e6006760907c36b5a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.059763Z digest=sha256:019bcb16c33d1d91d998b7dafd7ca40c31064c2fafbeae9f2ceee3a12fe46f5f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.161258Z digest=sha256:b22a0957ddfed36372b36c7650188a4c6378dcc5ae9365720bd6b9372a978a97

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.359802Z digest=sha256:e8cedfe62ee06a3c9904631ab1d65d7a558b58619059189cdb911a7be8a0ecda

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.488010Z digest=sha256:22f5dc4a3ec4bdd7e3cdbebfda6c0b3768b4f1a8130bc32578e693c578d0bb9a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.592626Z digest=sha256:58b59d278bf5b39ee009e66b95ca687b6a7562760a2f73033bf0a8b1042bcc3d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.696760Z digest=sha256:7d9740d5dc6914ec286b9b5a1b02f7014205471985370b8494cd0300c411b4e0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.754922Z digest=sha256:80b8dbce294836eb501d950cbeb8cfe06e59d29f08282e73b21c606a5cbc5036

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:07:37.813541Z digest=sha256:bf00d92a78ed2a1bc48970290b76dab9da42c6630396b0a7891a7e3099099017

Pith citing papers

No inbound Pith citation observations are available.