Pith. sign in

Paper Citation Record · LEDGER

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing

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.

pith.paper-citation-record.v1
2512.04723 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:38:25.504308Z

measured 64 of 64 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

64 of 64 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49db63c2-5299-496d-89cf-83a001b70178 · outbound

This paper cites Single-Target Real-Time Passive WiFi Tracking,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Single-Target Real-Time Passive WiFi Tracking,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:17.959942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:17.959942Z digest=sha256:2be5ae6c26193d9b4e21c4316cb47a599290f900e31b4fc63cfbd0f51033c377

Observation b7814bc3-e2d3-469e-a9a9-e68e785a2e5d · outbound

This paper cites WiFi-Based Real-Time Breath- ing and Heart Rate Monitoring During Sleep,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.085925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.085925Z digest=sha256:995d66a196abdf96aedd9a9a20935d2d2ef42746dc4e6d739cb5c2d6bae37c2a

Observation 35b943dc-b55d-464a-9115-bee157c2de54 · outbound

This paper cites BodyCompass: Monitoring sleep posture with wireless signals,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing BodyCompass: Monitoring sleep posture with wireless signals,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.217175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.217175Z digest=sha256:cfb63b1143cf68708f7d9162195bca9c723169c0462b46b86c74b7cf2e05ec00

Observation d7b6da48-8ecf-4866-b756-e1eb95a41b6f · outbound

This paper cites RT-Fall: A real-time and contactless fall detection system with commodity WiFi devices,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.359705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.359705Z digest=sha256:4b0c9d3fc89a90b63b7d8ddc77bf80d862eff162923d81f98078fef5d87b2f35

Observation a8a6283a-188f-4e7c-b3e0-0e8525373eb0 · outbound

This paper cites Emergency Semantic Feature Vector Extraction From WiFi Signals for In-Home Monitoring of Elderly,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.520331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.520331Z digest=sha256:6915c96d031e130a7507af01f129491659f7dda7ece0b9a43611068825513409

Observation a7f5fc50-c993-422e-8524-05b9c56c4eb8 · outbound

This paper cites Wi-fi can do more: Toward ubiquitous wireless sensing,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Wi-fi can do more: Toward ubiquitous wireless sensing,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.660935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.660935Z digest=sha256:28c8ae526699df684df6e96545e7c57725df88e40a525b5671ec684e7b8be6c8

Observation 00f0871e-b482-406f-a13b-adad2edcf133 · outbound

This paper cites WiFi Sensing with Channel State Information: A Survey,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing WiFi Sensing with Channel State Information: A Survey,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.812443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.812443Z digest=sha256:41dbd9408691e1736a6b7a228f49f37f310721d0c5a9fc154b08847f77b5480a

Observation 12574ac5-75d8-42e4-bf39-6c3ff6bb47cb · outbound

This paper cites Transfer Learning in Human Activity Recognition: A Survey.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Transfer Learning in Human Activity Recognition: A Survey

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:18.924886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:18.924886Z digest=sha256:9f02f80820e71f456f0d22d4c5cb59bc009abda9bb16fdaca6dcd3af6b2da6f8

Observation 3f8733dc-85d1-459c-8c9f-a4af737e657c · outbound

This paper cites Towards Environment Independent Device Free Human Activity Recognition,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Towards Environment Independent Device Free Human Activity Recognition,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.042495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.042495Z digest=sha256:dd4cf2af24e8a1646f444e1e48fca4e2211251687bb0008a5df1a5f383ba4e4b

Observation e329062d-8bfc-4ce7-abfa-2b3fae1d1bfe · outbound

This paper cites A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.171415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.171415Z digest=sha256:3cb8b89589d9e70aeff53a4b0f4f2bfc820815c7f3ab84dcebaf31a9805ed4b2

Observation c57bf111-6f0d-44c9-940c-664f54d4780a · outbound

This paper cites Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.331671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.331671Z digest=sha256:c8184a9aefd7e108d190a0695db3e3c423af04df066da4656614e952c8725d2e

Observation 963650cd-05fe-47ca-8b49-7a664dc0dfde · outbound

This paper cites Diffusion- Model-Based Contrastive Learning for Human Activity Recognition,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Diffusion- Model-Based Contrastive Learning for Human Activity Recognition,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.448809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.448809Z digest=sha256:43a17631eb22e52f12695dd4a09a1359a31784f95b0a2b10caf4c5182a291506

Observation c11d194d-f3ed-48c4-9351-bee82ce73b37 · outbound

This paper cites Device- Free Wireless Sensing With Few Labels Through Mutual Information Maximization,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.620121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.620121Z digest=sha256:fadb9cf112d7f7c89b85b03418c7f2266ab8618009b29d6b2cc605bedfbebccc

Observation ef19383a-eeac-49a2-b00e-c8e66a09197e · outbound

This paper cites Autosen: improving automatic wifi human sensing through cross-modal autoencoder.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.759908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.759908Z digest=sha256:4bf4cb9708457a6ecd069ac79b9fcfeb855bae2fb3e5ad7bc3ffe0cbc21a9962

Observation f3306b7a-2812-4da3-8931-4600af184ba7 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:19.894524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:19.894524Z digest=sha256:4535f2ecafce2e7d0e0544541e6c3982595427b7b93436507c232845346b481e

Observation 448a7ded-31c0-44bc-a401-ca9cfffaeb15 · outbound

This paper cites Masked Autoencoders Are Scalable Vision Learners.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Masked Autoencoders Are Scalable Vision Learners

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.008059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.008059Z digest=sha256:6f59395a811a2fe490defe44166a7e1e1de3d6e2f4bb511ce1ff49a1a88920ed

Observation d9bdba54-12c5-4999-865c-c5b584bca6ca · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing BEiT: BERT Pre-Training of Image Transformers

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.148546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.148546Z digest=sha256:75b948e5b0266b0f1e006dffe4ff8dc89aedc8f079f763b50e12b5b2bac84b72

Observation 58921808-b33b-4fda-89f3-02a129c402b9 · outbound

This paper cites Self-Supervised Speech Representation Learning: A Review,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Self-Supervised Speech Representation Learning: A Review,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.286634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.286634Z digest=sha256:676173326b9657b51cea12687cdf45af9b598becb135b4597c62e784c70f6cb4

Observation 67d5a545-02b6-468d-9b6b-346a6f5394f4 · outbound

This paper cites MaskCAE: Masked convolutional autoencoder via sensor data re- construction for self-supervised human activity recognition,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.398577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.398577Z digest=sha256:68c1452a1df4ac0d5e070e9c4ace9378a1f455f5d214feba4e34c2aac367774e

Observation 27e1542e-f2cc-4cfb-8037-90d3ba8c7a69 · outbound

This paper cites Sense and Learn: Self- supervision for omnipresent sensors,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Sense and Learn: Self- supervision for omnipresent sensors,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.541048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.541048Z digest=sha256:2109d34648ec97513e1c675e6df105c8eea10f774835eba8ffe17643a1757eea

Observation 71060d51-d768-4d89-8f89-d8094116ed6f · outbound

This paper cites RF-URL: unsupervised representation learning for RF sensing,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing RF-URL: unsupervised representation learning for RF sensing,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.683625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.683625Z digest=sha256:161452ffedc0d1be15a471cac14394e0e1261bae7fce427ef5c6481c9cbc28a1

Observation a245b979-5ef8-4e6e-a91d-eb11d3510a38 · outbound

This paper cites Federated Self- Supervised Learning of Multisensor Representations for Embedded Intelligence,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.835933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.835933Z digest=sha256:18490dbcf13c198a8222f54054046ee0d13fc74dfe821aa942d6050e8c56d058

Observation b01bb6f8-3a76-4599-951b-9c64d92faba5 · outbound

This paper cites Momentum Contrast for Unsupervised Visual Representation Learning.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Momentum Contrast for Unsupervised Visual Representation Learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:20.962965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:20.962965Z digest=sha256:177893a81fa5f010a31f0d0fd027e0175c7dbc8329a2f4da13ba4fee1d08c4a4

Observation 92448605-46d3-4070-9d66-d72059362c79 · outbound

This paper cites Barlow Twins: Self-Supervised Learning via Redundancy Reduction.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.139387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.139387Z digest=sha256:1dedac01e9e223383454f6ef5559f20624488eb00d1674efa9b0e730c32dcd50

Observation beb86108-7b5d-49ad-b385-d8cb3440b618 · outbound

This paper cites VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.279646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.279646Z digest=sha256:2c081246c572b9a6c711db9babf7bd23ee47020806a3cb1f65a72ce82a555c02

Observation b55428c7-a32d-4a1e-bb95-bf9c717e9e99 · outbound

This paper cites A Simple Framework for Contrastive Learning of Visual Representations.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing A Simple Framework for Contrastive Learning of Visual Representations

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.397909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.397909Z digest=sha256:b945c4badf8ae741eb6a93a0e8772692997f211882b5ad0b91ec6fdb8e1d749e

Observation 7724f9e1-6ffa-4c5d-b32e-c86ab35a78dd · outbound

This paper cites Self-Supervised WiFi-Based Activity Recognition,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Self-Supervised WiFi-Based Activity Recognition,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.541348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.541348Z digest=sha256:a2bd760e9a9399b1667a7bee2bede11d7cddb569def236065f0e402e8c6049af

Observation f48a7158-4983-4f6c-867b-3a936ddfa181 · outbound

This paper cites Con- trastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.658060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.658060Z digest=sha256:4eb089c7c0b841f3d32c7988e62c70e93cf4af91b439a77b7485a24aa0af0709

Observation e4e28a7b-bc49-4497-99e4-bf74e47a41a9 · outbound

This paper cites Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.790623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.790623Z digest=sha256:50ef9b0b8ba9c17691477e42b8a8964ed229b825ffff1a75f3f799c7df98efcc

Observation c2eb5b68-deab-4580-8613-06313609bb3d · outbound

This paper cites WiFiAct: Enhancing Human Sensing Through Environment Robust Preprocessing and Bayesian Self-Supervised Learning,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:21.913058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:21.913058Z digest=sha256:e6a41eb30eafa780b4057be6c35b28e611c1833968de8c10657bfe5686af8bc7

Observation b620b4a9-35be-4fc0-963a-474edea98c72 · outbound

This paper cites AutoFi: Toward au- tomatic Wi-Fi human sensing via geometric self-supervised learning,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.074388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.074388Z digest=sha256:fce1786bad7446650482d4b8f65c48f3232be263ac8d2ded4c971b708ab8f6dc

Observation bb24fd64-96cd-4971-9810-ff6b639d686e · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Representation Learning with Contrastive Predictive Coding

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.220869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.220869Z digest=sha256:28e132955afcc4ae4a13c438a9e7ea01044363e464c3da2fc37be08c96f7cc53

Observation 5c620a21-8612-423d-8f74-44de5d89a2e9 · outbound

This paper cites Self-supervised learning for time series analysis: Taxonomy, progress, and prospects,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.338486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.338486Z digest=sha256:8c6461a232afaad8186adb1df7bd7dfe6d4fcfdc8bba33c6c5ba513d01b1e461

Observation 4fabb1cf-031f-4e76-9da0-ad7928f94052 · outbound

This paper cites Contrastive Predictive Coding for Human Activity Recognition.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Contrastive Predictive Coding for Human Activity Recognition

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.481726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.481726Z digest=sha256:5cac943694c6ac9ad8f3ece5da01bcf7bd8c4c212f903cd62797ecf55c610892

Observation 51287990-f2e3-45a7-b72d-194bad6895d5 · outbound

This paper cites Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.618338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.618338Z digest=sha256:02c109b3047fcd3eef2144c6a4dba31360370f9ed79f90081c5ac2628af78438

Observation 311ee08c-5e47-4d69-a8ec-2cc917ec3271 · outbound

This paper cites Strohmayer and M.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Strohmayer and M

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.755534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.755534Z digest=sha256:221023983a24b8f92f44945ead8a5ac44da517ac787def44a1b7034519087a91

Observation 8d522092-461f-4766-8c11-c33b2bfb17fb · outbound

This paper cites Simple and Effective Augmentation Methods for CSI Based Indoor Localization.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:22.879156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:22.879156Z digest=sha256:469b6a1fd229e09c54156a3ffa3840d95bde13bfd53fcb154768f27d7e6413dd

Observation a6424948-3c2f-4db9-9b81-a0eb88ace7c1 · outbound

This paper cites RFBoost: Understanding and boosting deep WiFi sensing via physical data augmentation,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.049162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.049162Z digest=sha256:4de8043f7cff41fa6f540a30fd93f89c07bedb029c1a650ca8b44a702760c5e5

Observation e0467885-7284-468d-86ba-f242f166b01c · outbound

This paper cites ImageNet: A large-scale hierarchical image database,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing ImageNet: A large-scale hierarchical image database,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.170344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.170344Z digest=sha256:7d549d58c98ff3216d7f912d0895ad49fcc474b62738ffbfb91ad57fe7da5dea

Observation 4f92899e-ba57-4c09-a81c-7da5cb8c9a14 · outbound

This paper cites A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.284071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.284071Z digest=sha256:155bef6110e65e35383d9449dc72652550e5155153ce3b21968144f574153038

Observation 3fd25176-06de-4444-8216-7c39041fd08e · outbound

This paper cites Understanding Masked Image Modeling via Learning Occlusion Invariant Feature.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Understanding Masked Image Modeling via Learning Occlusion Invariant Feature

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.388194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.388194Z digest=sha256:23e4346c1ede35484ddf8e6e380faca4eaaa70aab8e7d67741f149308d8ce9b7

Observation 0899c37c-2bf4-494c-b427-941b1c75fbbe · outbound

This paper cites Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.455973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.455973Z digest=sha256:56855d83578e65479a608fc08027e1515bf326d2b2a662bf7179f6afe0681eea

Observation 9e202942-911b-4391-9c1a-f70ab3aab904 · outbound

This paper cites MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.512190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.512190Z digest=sha256:45dc9096e1aa3e6fbae721da6aeb6ee32b2a9292638b04939d75ad220d8dcbd2

Observation e28e7b5b-e6cc-4e9f-8fc0-8bd0c8f22105 · outbound

This paper cites SiFall: Practical online fall detection with RF sensing,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing SiFall: Practical online fall detection with RF sensing,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.556395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.556395Z digest=sha256:d1079a11e033d06ea575cb1045f80af001b00fb6c22c521e988c9661a23faacd

Observation 39ab47c8-20b7-40db-828f-7faa8275d872 · outbound

This paper cites Efficient Training of Visual Transformers with Small Datasets.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Efficient Training of Visual Transformers with Small Datasets

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.636777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.636777Z digest=sha256:453baf1273c81718074b6ecf70b3a0173985b70d45c6d8928dd9b84d902ad76a

Observation 0cc95ed2-44a0-4098-8b7d-f464de2168a6 · outbound

This paper cites Kakogeorgiou, S.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Kakogeorgiou, S

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.712915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.712915Z digest=sha256:17076e355c9ef385f0fae30aacce5415f55b7bb1200db67ac586d7fd08e08682

Observation 47f837c0-d0c0-4994-b8cd-b7228ff70b33 · outbound

This paper cites SLNet: A spectrogram learning neural network for deep wireless sensing,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.812691Z digest=sha256:06e2eeb3ee464f84276125839419d1743054aaee9e2d358582c36fefb5b92f13

Observation 5031dc23-b2c7-4716-8fe6-f5c3fa7491be · outbound

This paper cites Subcar- rier selection for efficient CSI-based indoor localization,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Subcar- rier selection for efficient CSI-based indoor localization,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.868499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.868499Z digest=sha256:9dcea7e14a1acb02287ac0a673600619a2382fbdc901a41350b20b10cb1e98d0

Observation 3d2b3e25-ac8b-486e-a98e-1b40c375075e · outbound

This paper cites AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:23.937520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:23.937520Z digest=sha256:e1abb2784cf024d2395fa6514268f09bfdddbcb98b7e6a6dab1e7acedba6a93e

Observation 7edb6f45-5a99-47c0-a104-f08e00e34875 · outbound

This paper cites On Learning Intrinsic Rewards for Policy Gradient Methods.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing On Learning Intrinsic Rewards for Policy Gradient Methods

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.009901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.009901Z digest=sha256:2bbd3ef1f7676c2fb1559167c6dba92c030901faa4b508de3681bc0235742526

Observation 637d858a-6be6-436a-abe0-c808bf67bb49 · outbound

This paper cites DISK: Learning local features with policy gradient.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing DISK: Learning local features with policy gradient

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.092802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.092802Z digest=sha256:0e24150975e44dc63171d6f45401e0f9ff27c3cc870e7d797c08089b686b59fb

Observation c8c78655-2d82-4a4f-a7a6-6809cf07720e · outbound

This paper cites SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.159867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.159867Z digest=sha256:c6cdcddb567da6af1d36f84c0f4299403015951603e97a5d63ee270c0c75e11c

Observation 616f63fa-14d5-4e7c-9783-e559e08bb80f · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.167918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.167918Z digest=sha256:8276ee989b29b6d517dfdd6a50b0cb36e4b8ac6d97af785b8949e1a1216be850

Observation ed1e65e0-72fb-4469-8aaf-7c0e9945e162 · outbound

This paper cites A dataset for Wi-Fi-based human activity recognition in line-of-sight and non- line-of-sight indoor environments,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.206045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.206045Z digest=sha256:a7205712bad7288639f163f436ebbf6dce7f556e75db141f3a55225111b0ef2d

Observation 4e0dc23b-e52c-4e6c-8322-10b067a71f6d · outbound

This paper cites SignFi: Sign language recognition using WiFi,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing SignFi: Sign language recognition using WiFi,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.249179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.249179Z digest=sha256:c4c4b4ef8effffc19e6516a57282209ca485a3f9a6850360cbbdf8af96edfae1

Observation aa2d096f-1c7d-498a-9d43-b56bc5040aa2 · outbound

This paper cites A Survey on Behavior Recognition Using WiFi Channel State Information,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.362914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.362914Z digest=sha256:2c6158a10c29e35065f2076cae5273b8be74494f6d3d6ddcae3a4dc0aa09a06d

Observation ff3a3085-f965-42c2-a1ce-a49d5c509356 · outbound

This paper cites WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.494857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.494857Z digest=sha256:59912179194d576a57eeb32c5e905a4cf15058fd4e819fc938f9e20253b82334

Observation 2d8c479d-816d-49ff-9651-ed8bdc9eeeac · outbound

This paper cites Widar 3.0: WiFi-based activity recognition dataset,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Widar 3.0: WiFi-based activity recognition dataset,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.612806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.612806Z digest=sha256:b7f0f913d620ca8a28e8c90a6dfce19841967721306dc5f0331c46a00feb6afe

Observation a307669a-3005-4051-969a-f00a9dca68b2 · outbound

This paper cites A Survey of Machine Learning in Edge Computing: Techniques, Frameworks, Applications, Issues, and Research Direc- tions,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.774744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.774744Z digest=sha256:3f7bb109e223a71fb6c6a1f9aba570461d3bd56b1f041a2abd07cc252441da3a

Observation a3c132fe-5666-4de5-a3cf-fb5f9018a296 · outbound

This paper cites Tool release: Gathering 802.11n traces with channel state information,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:24.918200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:24.918200Z digest=sha256:cff995c913de815b5a0d3bd266cb59ad5c385159c103970e7b184f54b0f45dad

Observation d6c1d131-abf5-46ac-820d-a6e6e1642995 · outbound

This paper cites A CSI-Based Multi-Environment Human Activity Recogni- tion Framework,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:25.061708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:25.061708Z digest=sha256:08f665f58c8f3561e5acb5388890495968786295e6f0614f8fc48ce785b5ad56

Observation b2bae649-b970-46eb-837c-4549adc4ffe8 · outbound

This paper cites Exploit- ing Wi-Fi Signals for Human Activity Recognition,.

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing Exploit- ing Wi-Fi Signals for Human Activity Recognition,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:25.179430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:25.179430Z digest=sha256:e4bf0ce851e0e3ec085c0187e2c0a94e70cd839f43040d94c72e48a3244d617f

Observation a54e4452-d411-429d-b976-d9d633346f4a · outbound

This paper cites A dataset for wi-fi-based human-to-human interaction recognition,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:25.322786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:25.322786Z digest=sha256:17709ab93bad3d2fba621a874b26f2462844795f09a3e98397ba05b85cca7b8d

Observation fc0f4776-b4c4-4878-afb1-bfca74956fce · outbound

This paper cites You are facing the Mona Lisa: Spot localization using PHY layer information,.

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

Resolution
unresolved
no resolver link, observed 2026-08-03T18:38:25.504308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:38:25.504308Z digest=sha256:3e0cb04ed111a322df161df5c5987248c739778f69ef0a4759c21d84d86dc26e

Pith citing papers

No inbound Pith citation observations are available.