Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:07:37.813541Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:07:37.813541Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e3173ca9-bbf1-4cfb-a525-bef4b4dbaa21 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Self-supervised learning enabled task-oriented semantic communication using limited labels,
Reference 1
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.
Observation 0188e8d1-ecdf-4e78-a72b-589cd477fa37 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,
Reference 2
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.
Observation ced00cac-f174-49b4-b203-0ba15494aa0e · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Toward ubiquitous and intelligent 6G networks: From architecture to technology,
Reference 3
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.
Observation 416a2ed5-1903-497f-a3c5-c7ceae08084b · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Byzantine-resilient over-the-air federated learning under zero-trust architecture,
Reference 4
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.
Observation f8ed8078-b473-4c7c-9d7e-1ef2391a8b0c · outbound
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
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.
Observation 7bff3038-b817-4e7b-ac0a-5523aff70ec6 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Distributed machine learning for multiuser mobile edge computing systems,
Reference 6
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.
Observation 3a297218-2272-4679-9adc-bf7c668b9ffc · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,
Reference 7
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.
Observation a8cf2c71-1f74-4b7e-a461-9c5d050e9e28 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Reconfiguring wireless environments via intelligent surfaces for 6g: reflection, modulation, and security,
Reference 8
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.
Observation b7925e6d-8f77-4520-af95-926ad308b8ca · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Beyond transmitting bits: Context, semantics, and task-oriented communications,
Reference 9
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.
Observation 81487eac-4c4c-4de0-835f-e686f351fe38 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Compressing semantic information with varying priorities,
Reference 10
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.
Observation 28d3a537-3f53-465d-9fa0-86b57ba62cc1 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic index assignment,
Reference 11
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.
Observation f9914bdb-1523-4139-b496-ff2d980b5c40 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Stacked intelligent metasurfaces for task-oriented semantic communications,
Reference 12
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.
Observation cfef3c2c-6031-4269-a7a3-4ec5524c5950 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic Communications: Principles and Challenges
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d5c636a-ceef-40b1-82dd-7899c31aed20 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic text compression for classification,
Reference 14
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.
Observation 742fb8b7-b771-48ce-a9fd-b579a5ca02a1 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Classification-oriented semantic wireless communications,
Reference 15
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.
Observation bbfc219c-9eff-44f1-81cb-dc18109641d8 · outbound
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
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.
Observation dd4b78e0-5e97-4aa6-8cc6-0f683d8c4011 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Less data, more knowledge: Building next generation semantic communication networks,
Reference 17
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.
Observation fb7e4545-700f-4c06-a314-a038993b3160 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic-preserved communication system for highly efficient speech transmission,
Reference 18
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.
Observation d5965002-b2b2-43f0-8dab-0b2ab691322d · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep joint source-channel coding for wireless image transmission,
Reference 19
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.
Observation 0905592a-4a8f-4e36-8c6b-f142247c0817 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep learning enabled semantic communication systems,
Reference 20
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.
Observation 06795e08-c894-466f-b378-f4dc49ed58b6 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Learning task-oriented communication for edge inference: An information bottleneck approach,
Reference 21
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.
Observation 512f58b2-18f9-41e6-bf5e-c5247301618e · outbound
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
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.
Observation 86451684-1f17-44c3-85ca-b11dd820b8a6 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Task-oriented multi-user semantic communications,
Reference 23
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.
Observation cdd419ab-8537-4f38-b628-d1a76ef0108e · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Wireless image retrieval at the edge,
Reference 24
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.
Observation 9148d9d9-99a1-4117-8edc-48907aba655e · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep learning in physical layer communications,
Reference 25
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.
Observation 04abf803-2426-4072-b71d-26bfbb4889bf · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Model-driven deep learning for physical layer communications,
Reference 26
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.
Observation 654869b7-6362-4c3c-a3e4-4cc4a22538bf · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semi-supervised end-to-end learning for integrated sensing and communications,
Reference 27
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.
Observation 39165fc4-5746-45e7-a3d4-50264a91659e · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 798567c2-cae9-4385-ada3-c4e1b7057a48 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A review of IoT application in a smart traffic management system,
Reference 29
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.
Observation f37d7792-c91b-42a4-a1a4-a58b49e8b75b · outbound
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
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.
Observation 4a317c78-5281-4bfe-b4fa-be3b78c9220d · outbound
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
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.
Observation 7e0034ef-26ec-405f-b566-81defc012d84 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic data augmentation with generative models,
Reference 32
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.
Observation 3d0e24b6-d909-4d7e-af03-3b03cf0f1db7 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A survey on transfer learning,
Reference 33
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.
Observation b1b9386f-761b-4828-a063-de298650a4ef · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Model-agnostic meta-learning for fast adaptation of deep networks,
Reference 34
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.
Observation 76f57a7e-cfb0-4058-ae1d-c62cdb8dc972 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Improving the Generalization of Adversarial Training with Domain Adaptation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0eea4aaf-3948-418b-9e15-d987fbf3d62c · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Pre-trained models: Past, present and future,
Reference 36
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.
Observation 41ac3a24-43dd-4f61-9064-1b034417ff7c · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Context encoders: Feature learning by inpainting,
Reference 37
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.
Observation f0b8ae96-2bc6-4276-a16a-b3c6e9b3b79c · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Unsupervised feature learning via non-parametric instance discrimination,
Reference 38
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.
Observation d7de55ae-e573-4d83-bd31-0990284cc1fe · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Contrastive self-supervised learning: a survey on different architectures,
Reference 39
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.
Observation 8e88fe08-1e71-4124-95d4-d167080b0edc · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning
Reference 40
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.
Observation 9ed92c9b-e7a1-4275-8f0f-eda87f72bac6 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications
Reference 41
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.
Observation 6fc150cf-4981-4abe-b7f5-d63b742edb20 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning A simple framework for contrastive learning of visual representations,
Reference 42
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.
Observation e60f4957-aa4b-44c6-8963-bd099067e560 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Contrastive Learning based Semantic Communication for Wireless Image Transmission
Reference 43
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.
Observation 7aa305c8-a739-489a-b930-b59df060795c · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning The information bottleneck method,
Reference 44
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.
Observation d98d6aae-9f17-416b-830b-014483a1669c · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Self-supervised Learning from a Multi-view Perspective
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45a72d6f-e6a8-4289-86ac-2b6866467cd2 · outbound
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
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.
Observation 4a75a79c-7c89-4a17-9809-1af082d2c1c4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07a88b3f-0027-4c7d-b468-318e5e035132 · outbound
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
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.
Observation 2fc42664-00ca-4677-a0da-a7b91af18b5c · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Deep residual learning for image recognition,
Reference 49
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.
Observation 6350b278-5530-43ee-8399-bf22fbbddbf1 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning OFDM-guided deep joint source channel coding for wireless multipath fading channels,
Reference 50
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.
Observation 615a7f7b-42af-407f-9416-1e314b9ed293 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning An information theoretic framework for multi-view learning,
Reference 51
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.
Observation ca066cdb-415a-4a05-9281-674a618626f8 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Representation Learning with Contrastive Predictive Coding
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d133113-f880-4f59-85b5-d6702adab034 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Disentangled representation learning for RF fingerprint extraction under unknown channel statistics,
Reference 53
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.
Observation 2d290056-d880-4148-9669-0d2f42c8596b · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Neural joint source-channel coding,
Reference 54
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.
Observation 026f6a0a-e0a8-4a75-bd35-e3ca7a37909e · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Learning multiple layers of features from tiny images,
Reference 55
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.
Observation 5fed1915-c4d2-41e9-a0dc-1ba1e8585e39 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Reading digits in natural images with unsupervised feature learning,
Reference 56
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.
Observation af8cbde9-de98-4ed4-83fb-778ff15f1c51 · outbound
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Flowers recognition dataset,
Reference 57
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.
Observation 8b243b3b-9136-486b-a81c-0dc310870192 · outbound
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
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.
No inbound Pith citation observations are available.