Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T18:38:25.504308Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2512.04723.
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 2026-08-03T18:38:25.504308Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 49db63c2-5299-496d-89cf-83a001b70178 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Single-Target Real-Time Passive WiFi Tracking,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7814bc3-e2d3-469e-a9a9-e68e785a2e5d · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing WiFi-Based Real-Time Breath- ing and Heart Rate Monitoring During Sleep,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35b943dc-b55d-464a-9115-bee157c2de54 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing BodyCompass: Monitoring sleep posture with wireless signals,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7b6da48-8ecf-4866-b756-e1eb95a41b6f · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing RT-Fall: A real-time and contactless fall detection system with commodity WiFi devices,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8a6283a-188f-4e7c-b3e0-0e8525373eb0 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Emergency Semantic Feature Vector Extraction From WiFi Signals for In-Home Monitoring of Elderly,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7f5fc50-c993-422e-8524-05b9c56c4eb8 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Wi-fi can do more: Toward ubiquitous wireless sensing,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00f0871e-b482-406f-a13b-adad2edcf133 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing WiFi Sensing with Channel State Information: A Survey,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12574ac5-75d8-42e4-bf39-6c3ff6bb47cb · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Transfer Learning in Human Activity Recognition: A Survey
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f8733dc-85d1-459c-8c9f-a4af737e657c · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Towards Environment Independent Device Free Human Activity Recognition,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e329062d-8bfc-4ce7-abfa-2b3fae1d1bfe · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c57bf111-6f0d-44c9-940c-664f54d4780a · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 963650cd-05fe-47ca-8b49-7a664dc0dfde · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Diffusion- Model-Based Contrastive Learning for Human Activity Recognition,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c11d194d-f3ed-48c4-9351-bee82ce73b37 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Device- Free Wireless Sensing With Few Labels Through Mutual Information Maximization,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef19383a-eeac-49a2-b00e-c8e66a09197e · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Autosen: improving automatic wifi human sensing through cross-modal autoencoder
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3306b7a-2812-4da3-8931-4600af184ba7 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 448a7ded-31c0-44bc-a401-ca9cfffaeb15 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Masked Autoencoders Are Scalable Vision Learners
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9bdba54-12c5-4999-865c-c5b584bca6ca · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing BEiT: BERT Pre-Training of Image Transformers
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58921808-b33b-4fda-89f3-02a129c402b9 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Self-Supervised Speech Representation Learning: A Review,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67d5a545-02b6-468d-9b6b-346a6f5394f4 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing MaskCAE: Masked convolutional autoencoder via sensor data re- construction for self-supervised human activity recognition,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27e1542e-f2cc-4cfb-8037-90d3ba8c7a69 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Sense and Learn: Self- supervision for omnipresent sensors,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71060d51-d768-4d89-8f89-d8094116ed6f · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing RF-URL: unsupervised representation learning for RF sensing,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a245b979-5ef8-4e6e-a91d-eb11d3510a38 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Federated Self- Supervised Learning of Multisensor Representations for Embedded Intelligence,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b01bb6f8-3a76-4599-951b-9c64d92faba5 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Momentum Contrast for Unsupervised Visual Representation Learning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92448605-46d3-4070-9d66-d72059362c79 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Barlow Twins: Self-Supervised Learning via Redundancy Reduction
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beb86108-7b5d-49ad-b385-d8cb3440b618 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b55428c7-a32d-4a1e-bb95-bf9c717e9e99 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A Simple Framework for Contrastive Learning of Visual Representations
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7724f9e1-6ffa-4c5d-b32e-c86ab35a78dd · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Self-Supervised WiFi-Based Activity Recognition,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f48a7158-4983-4f6c-867b-3a936ddfa181 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Con- trastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4e28a7b-bc49-4497-99e4-bf74e47a41a9 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2eb5b68-deab-4580-8613-06313609bb3d · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing WiFiAct: Enhancing Human Sensing Through Environment Robust Preprocessing and Bayesian Self-Supervised Learning,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b620b4a9-35be-4fc0-963a-474edea98c72 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing AutoFi: Toward au- tomatic Wi-Fi human sensing via geometric self-supervised learning,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb24fd64-96cd-4971-9810-ff6b639d686e · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Representation Learning with Contrastive Predictive Coding
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c620a21-8612-423d-8f74-44de5d89a2e9 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Self-supervised learning for time series analysis: Taxonomy, progress, and prospects,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fabb1cf-031f-4e76-9da0-ad7928f94052 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Contrastive Predictive Coding for Human Activity Recognition
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51287990-f2e3-45a7-b72d-194bad6895d5 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 311ee08c-5e47-4d69-a8ec-2cc917ec3271 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Strohmayer and M
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d522092-461f-4766-8c11-c33b2bfb17fb · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Simple and Effective Augmentation Methods for CSI Based Indoor Localization
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6424948-3c2f-4db9-9b81-a0eb88ace7c1 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing RFBoost: Understanding and boosting deep WiFi sensing via physical data augmentation,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0467885-7284-468d-86ba-f242f166b01c · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing ImageNet: A large-scale hierarchical image database,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f92899e-ba57-4c09-a81c-7da5cb8c9a14 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fd25176-06de-4444-8216-7c39041fd08e · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Understanding Masked Image Modeling via Learning Occlusion Invariant Feature
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0899c37c-2bf4-494c-b427-941b1c75fbbe · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e202942-911b-4391-9c1a-f70ab3aab904 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e28e7b5b-e6cc-4e9f-8fc0-8bd0c8f22105 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing SiFall: Practical online fall detection with RF sensing,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39ab47c8-20b7-40db-828f-7faa8275d872 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Efficient Training of Visual Transformers with Small Datasets
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cc95ed2-44a0-4098-8b7d-f464de2168a6 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Kakogeorgiou, S
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47f837c0-d0c0-4994-b8cd-b7228ff70b33 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing SLNet: A spectrogram learning neural network for deep wireless sensing,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5031dc23-b2c7-4716-8fe6-f5c3fa7491be · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Subcar- rier selection for efficient CSI-based indoor localization,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d2b3e25-ac8b-486e-a98e-1b40c375075e · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7edb6f45-5a99-47c0-a104-f08e00e34875 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing On Learning Intrinsic Rewards for Policy Gradient Methods
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 637d858a-6be6-436a-abe0-c808bf67bb49 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing DISK: Learning local features with policy gradient
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8c78655-2d82-4a4f-a7a6-6809cf07720e · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 616f63fa-14d5-4e7c-9783-e559e08bb80f · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed1e65e0-72fb-4469-8aaf-7c0e9945e162 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A dataset for Wi-Fi-based human activity recognition in line-of-sight and non- line-of-sight indoor environments,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e0dc23b-e52c-4e6c-8322-10b067a71f6d · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing SignFi: Sign language recognition using WiFi,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa2d096f-1c7d-498a-9d43-b56bc5040aa2 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A Survey on Behavior Recognition Using WiFi Channel State Information,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff3a3085-f965-42c2-a1ce-a49d5c509356 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d8c479d-816d-49ff-9651-ed8bdc9eeeac · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Widar 3.0: WiFi-based activity recognition dataset,
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a307669a-3005-4051-969a-f00a9dca68b2 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A Survey of Machine Learning in Edge Computing: Techniques, Frameworks, Applications, Issues, and Research Direc- tions,
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3c132fe-5666-4de5-a3cf-fb5f9018a296 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Tool release: Gathering 802.11n traces with channel state information,
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6c1d131-abf5-46ac-820d-a6e6e1642995 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A CSI-Based Multi-Environment Human Activity Recogni- tion Framework,
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2bae649-b970-46eb-837c-4549adc4ffe8 · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Exploit- ing Wi-Fi Signals for Human Activity Recognition,
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a54e4452-d411-429d-b976-d9d633346f4a · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A dataset for wi-fi-based human-to-human interaction recognition,
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc0f4776-b4c4-4878-afb1-bfca74956fce · outbound
CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing You are facing the Mona Lisa: Spot localization using PHY layer information,
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.