Pith. sign in

Paper Citation Record · LEDGER

A Short Overview of Multi-Modal Wi-Fi Sensing

As of 19 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2505.06682.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.06682 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:39:44.036115Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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 exact4
  • verified fuzzy44
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c55d2a50-c02d-486b-a9e9-1d172be9833c · outbound

This paper cites Deep learning-based fall detection using commodity wi-fi,.

A Short Overview of Multi-Modal Wi-Fi Sensing Deep learning-based fall detection using commodity wi-fi,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.916279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.792503Z digest=sha256:5f554ad215b8f3c3e66c89d9c898c8cdb5f1792333094c583b3b6e181ac32bea

Observation 796af3e4-1b09-41e8-9274-1bfa51898826 · outbound

This paper cites Codar: Complex-valued neural network for crossing-floor intrusion detection via wifi,.

A Short Overview of Multi-Modal Wi-Fi Sensing Codar: Complex-valued neural network for crossing-floor intrusion detection via wifi,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.905633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.797032Z digest=sha256:cf96b07bf1f6d86eb64a8b80c3057499f8c090766eced6e8945d3da952ce8fb0

Observation f4625c6e-4545-4cda-a54a-531733f8ea57 · outbound

This paper cites Real-time cross-domain gesture and user identification via cots wifi,.

A Short Overview of Multi-Modal Wi-Fi Sensing Real-time cross-domain gesture and user identification via cots wifi,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.895125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.800851Z digest=sha256:96aa521ca8c41146bb8e2c1d8393dbeee988f3096ca2fd2d4544e07a5a189b00

Observation 048a763d-56ce-476c-b3a0-e9a606a96e12 · outbound

This paper cites A contactless breathing pattern recognition system using deep learning and wifi signal,.

A Short Overview of Multi-Modal Wi-Fi Sensing A contactless breathing pattern recognition system using deep learning and wifi signal,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.884649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.804490Z digest=sha256:a9caedc130f99bb9cd584683ba19f9cde488753627335c689f503dc85ded87d7

Observation 3a6b84bb-19ec-4f67-900c-c0a78e4c770a · outbound

This paper cites Knn-mmd: Cross domain wi-fi sensing based on local distribution alignment,.

A Short Overview of Multi-Modal Wi-Fi Sensing Knn-mmd: Cross domain wi-fi sensing based on local distribution alignment,

Reference 5

Resolution
verified exact
raw_fallback, observed 2026-08-15T22:39:44.371070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.808613Z digest=sha256:470a794c6a6921517fc96b4f4acd0545c615f004af9961903e875688fad0a652

Observation 1800aa5e-0a3a-431e-8425-c036d1aab490 · outbound

This paper cites Research on cross-scene human activity recognition based on radar and wi-fi multimodal fusion,.

A Short Overview of Multi-Modal Wi-Fi Sensing Research on cross-scene human activity recognition based on radar and wi-fi multimodal fusion,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.874945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.812253Z digest=sha256:fac6871adfb06a9bf13f746e5ceeb014f8203a974fd973a96cb70e1051312f30

Observation df855ba7-9393-48ed-a149-30a804cca3f2 · outbound

This paper cites A survey on wi-fi sensing generalizability: Taxonomy, techniques, datasets, and future research prospects,.

A Short Overview of Multi-Modal Wi-Fi Sensing A survey on wi-fi sensing generalizability: Taxonomy, techniques, datasets, and future research prospects,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.815883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.815883Z digest=sha256:0bae3f81aa27d4c04b337dca02c00de256e1cdcf1439908cef41217f603ac41a

Observation 69677327-31d6-41bd-9835-ce4d52828af7 · outbound

This paper cites Mining limited data sufficiently: A bert-inspired approach for csi time series application in wireless communication and sensing,.

A Short Overview of Multi-Modal Wi-Fi Sensing Mining limited data sufficiently: A bert-inspired approach for csi time series application in wireless communication and sensing,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.819252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.819252Z digest=sha256:30f1286026b193354db921a57d78fbc4ea0c434bddf844bda2e76c81716ac294

Observation 1052d207-2c84-4c15-8249-08cf98168b7e · outbound

This paper cites Wi-fi 8: Embracing the millimeter-wave era,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wi-fi 8: Embracing the millimeter-wave era,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.864827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.822719Z digest=sha256:788e068ddcfbc215601c4aa7da24bb142153f4ca63c1f92a577190dd17411682

Observation 3dcb4766-0e7e-4a8e-801d-79fbfc48e44c · outbound

This paper cites A wireless signal correlation learning framework for accurate and robust multi-modal sensing,.

A Short Overview of Multi-Modal Wi-Fi Sensing A wireless signal correlation learning framework for accurate and robust multi-modal sensing,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.853627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.825915Z digest=sha256:ff0524c6f566ac1df1ec0f99132982a1aa0d4d4f810f2d5106d55c35d1c3f3eb

Observation ab973f81-548a-454d-8f11-1e460dc98e21 · outbound

This paper cites Multi-granularity and multi-modal feature fusion for indoor positioning,.

A Short Overview of Multi-Modal Wi-Fi Sensing Multi-granularity and multi-modal feature fusion for indoor positioning,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.843348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.829908Z digest=sha256:7031815a4922033ba4daa4df763dc86373b6129bcbb9e8a32e9ba4439df34be7

Observation f697416d-c839-44c6-99b8-d8de33d11488 · outbound

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

A Short Overview of Multi-Modal Wi-Fi Sensing MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:39:44.153062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.833786Z digest=sha256:658bb89a411bf95220114d3c5b755e46c990179a0c11b52c62567c12aa16b3a1

Observation 81b00eae-1e86-4174-bc5b-5d80a434027d · outbound

This paper cites Heterogeneous feature fusion approach for multi- modal indoor localization,.

A Short Overview of Multi-Modal Wi-Fi Sensing Heterogeneous feature fusion approach for multi- modal indoor localization,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.833136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.838324Z digest=sha256:f57c4d21b2acc385c5c2cd46e9047014519a58bf9f3e8be86ed1aa102ce7d78a

Observation 71b08d71-5324-4d60-8771-34dd2d8eddc1 · outbound

This paper cites Heterogeneous dual-attentional network for wifi and video-fused multi-modal crowd counting,.

A Short Overview of Multi-Modal Wi-Fi Sensing Heterogeneous dual-attentional network for wifi and video-fused multi-modal crowd counting,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.822903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.842145Z digest=sha256:9abc16084d18c627af9a15e636fc201e86e779891df30b6072368c377b71fa56

Observation 9da5d32d-a0a7-4948-b676-d4babce6e27d · outbound

This paper cites ViFi-ReID: A Two-Stream Vision-WiFi Multimodal Approach for Person Re-identification.

A Short Overview of Multi-Modal Wi-Fi Sensing ViFi-ReID: A Two-Stream Vision-WiFi Multimodal Approach for Person Re-identification

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:39:44.137701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.845723Z digest=sha256:b5a1274b68211ec2ac7af0206ec910eb6e7bb5771ab40a07d073d4fbaf7bdf8d

Observation 57ea3b6e-a28f-45e7-acdd-edd87ebb54a9 · outbound

This paper cites X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing.

A Short Overview of Multi-Modal Wi-Fi Sensing X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.850167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.850167Z digest=sha256:88459cbeaf8c29d95216cbb8c1f8e02bddbd8fdae9e2100aa0d9766ad93ac3ea

Observation 6c6509eb-469c-4aa9-a2ad-7aba277d78d5 · outbound

This paper cites Babel: A scalable pre-trained model for multi-modal sensing via expandable modality alignment,.

A Short Overview of Multi-Modal Wi-Fi Sensing Babel: A scalable pre-trained model for multi-modal sensing via expandable modality alignment,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.811367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.854545Z digest=sha256:66166692a620e7b4ef6c1c7b787e6220fa933128bf5ad8f1e5be4f11051e45a0

Observation bf2eea62-4374-4dd8-b13a-6dad8020c79b · outbound

This paper cites Wivi-uf: Unified feature learning in cross-modal transformers with wifi and vision data fusion for enhanced human activity recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wivi-uf: Unified feature learning in cross-modal transformers with wifi and vision data fusion for enhanced human activity recognition,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.799823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.858427Z digest=sha256:a71c49826882e35c876a1b6391396d8b01c6bb263d0bbe6f336423de566adb7c

Observation f91373b0-30ab-4268-b022-60e2e4bf7830 · outbound

This paper cites Wimix: A lightweight multimodal human activity recognition system based on wifi and vision,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wimix: A lightweight multimodal human activity recognition system based on wifi and vision,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.788422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.862772Z digest=sha256:b11c4629ee307a2a9200ef938a8f9559a964b18f24a447d8ced992a421bca05f

Observation bbe35539-5b02-42a0-a862-c96f8e1c6633 · outbound

This paper cites Wi-fitness: Improving wi-fi sensing with video perception for smart fitness,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wi-fitness: Improving wi-fi sensing with video perception for smart fitness,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.777678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.866893Z digest=sha256:a04087e5a258661d1f5df7277583e74630be01274a13af9ac80eb7349ad0e3ee

Observation 2c552554-4c95-40e7-80c3-ea2816a84b8a · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

A Short Overview of Multi-Modal Wi-Fi Sensing Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.765352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.870529Z digest=sha256:405c7a156ce1fb1d7be8b805b4ef3e00bbeef08ddc9e710295fdf387d544724b

Observation 020a2dc4-00e3-4ef9-ba87-f22eaef6b009 · outbound

This paper cites Signature verification using a.

A Short Overview of Multi-Modal Wi-Fi Sensing Signature verification using a

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.752849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.873793Z digest=sha256:8e4e5bd975ed19c6c56c97467fae11a480e34705f103fca86efb7492e91db6b2

Observation 2c185c2e-37cb-4c32-8b2b-979483f67d8a · outbound

This paper cites Gradient-based learning applied to document recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing Gradient-based learning applied to document recognition,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.877205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.877205Z digest=sha256:1c3b1f56895c5d6d9a1098e238de9b288411e0d67bb2c62d3174ddd6f9cf3f0c

Observation e6c79891-89fc-43b2-b1c1-e3e7ee84769d · outbound

This paper cites Deep residual learning for image recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing Deep residual learning for image recognition,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.881482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.881482Z digest=sha256:837a152a684b5fa67bf6affa2d0995c1707b3922844ee7c1766b75ebf6fe68ff

Observation e30d8b4b-10d2-46e8-ac17-b89b84b2706d · outbound

This paper cites Learning transferable visual models from natural language supervi- sion,.

A Short Overview of Multi-Modal Wi-Fi Sensing Learning transferable visual models from natural language supervi- sion,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.727064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.885367Z digest=sha256:75474690657ecb04966e05d80187ef8bc22fd40ae7245c60cbb3bad7844a011b

Observation b74903fd-67d4-4f65-90fe-cf8fead48eb7 · outbound

This paper cites Attention is all you need,.

A Short Overview of Multi-Modal Wi-Fi Sensing Attention is all you need,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.889480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.889480Z digest=sha256:854936febe7d0ea94dbe4ec56ea33175c6db7ca6f615cb328ff5326a7c8c381b

Observation 02e9d324-70e4-422e-998b-0b5d7ed4d746 · outbound

This paper cites Domain-adversarial training of neural networks,.

A Short Overview of Multi-Modal Wi-Fi Sensing Domain-adversarial training of neural networks,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.893270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.893270Z digest=sha256:2eb186eb1807d0c7665551c79f654a9944a32810813ad867681c2cc418dcac49

Observation 4cf8f8fc-5b78-47fd-b76b-b62dce79f2d2 · outbound

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

A Short Overview of Multi-Modal Wi-Fi Sensing Autosen: improving automatic wifi human sensing through cross-modal autoencoder,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.704597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.897189Z digest=sha256:815524452d7aad6e6f489e5934310281465cb9480c265ef6a32c1a17edeb8442

Observation 975c7175-be1c-491a-8660-6ab9b91d36da · outbound

This paper cites Reducing the dimensionality of data with neural networks,.

A Short Overview of Multi-Modal Wi-Fi Sensing Reducing the dimensionality of data with neural networks,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.901192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.901192Z digest=sha256:2c56711914ea67c2968269d361958946ccf2576bc98ba23d285ade9703adda2c

Observation 9102c1dd-0b74-403d-854f-58caba0af7fe · outbound

This paper cites An aiot framework with multi-modal frequency fusion for wifi-based coarse and fine activity recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing An aiot framework with multi-modal frequency fusion for wifi-based coarse and fine activity recognition,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.688558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.905059Z digest=sha256:bbc3fcc1ea5fcf59c9ee08b216f1a2ed181d329ea238a02f034af045dbd2f084

Observation bb8fcb0d-701c-4dda-bf69-f867830e1c1a · outbound

This paper cites Ratiofi: Unlocking the potential of wifi csi,.

A Short Overview of Multi-Modal Wi-Fi Sensing Ratiofi: Unlocking the potential of wifi csi,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.678035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.909097Z digest=sha256:ec4c470b304ed3044f6c5041479a9a9b2cc4d8f452f50ce33ceaf467ec9cdeb3

Observation 2c26c7af-e1c4-4077-9ee6-ec5ba056e3bd · outbound

This paper cites A precise and scalable indoor positioning system using cross-modal knowledge distillation,.

A Short Overview of Multi-Modal Wi-Fi Sensing A precise and scalable indoor positioning system using cross-modal knowledge distillation,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.667889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.912928Z digest=sha256:45aa54b63cd95b7e84d61b8d06099957ca8ceb9a1d6cb97ca7f1d89f6ffa0cba

Observation 386b6d69-a4a7-4e63-a6f7-f89591d2c8f0 · outbound

This paper cites Xfall: Domain adaptive wi-fi-based fall detection with cross-modal supervision,.

A Short Overview of Multi-Modal Wi-Fi Sensing Xfall: Domain adaptive wi-fi-based fall detection with cross-modal supervision,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.657427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.917226Z digest=sha256:535ad27263898479b60a4cb4f0b1f49b288283aba877c1a5af19bea1bc5982c9

Observation 3d015f9b-8fd5-46d6-b135-3a208736b2c5 · outbound

This paper cites Muat-va: Multi-attention and video-auxiliary network for device-free action recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing Muat-va: Multi-attention and video-auxiliary network for device-free action recognition,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.646882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.921156Z digest=sha256:d0bd5f9234d6474fdf5465b20d49a3341178faf72cb6e031e295cde0e43c234c

Observation 27dad829-1ecc-4567-a250-956bd7f40836 · outbound

This paper cites Autodlar: a semi-supervised cross-modal contact-free human activity recognition system,.

A Short Overview of Multi-Modal Wi-Fi Sensing Autodlar: a semi-supervised cross-modal contact-free human activity recognition system,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.636703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.924551Z digest=sha256:2fd0b616e302e7ebcbbc2a1583eaaecff264556a7b3f2716e61be33db37a7643

Observation 3aa2709c-92e7-46dc-9f5f-708f5413d79d · outbound

This paper cites Falldewideo: Vision-aided wireless sensing dataset for fall detection with commodity wi-fi devices,.

A Short Overview of Multi-Modal Wi-Fi Sensing Falldewideo: Vision-aided wireless sensing dataset for fall detection with commodity wi-fi devices,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.625951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.927929Z digest=sha256:1fab5eba93c918ff54ffbdae2342e06eb3122566fc687ca143b0590d51ec9a59

Observation 9405cba4-80e5-4ea6-b2e1-1861e30b794e · outbound

This paper cites LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking.

A Short Overview of Multi-Modal Wi-Fi Sensing LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:39:44.111779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.931534Z digest=sha256:d345aa6543a1b336099a8f6c068da68278b46aab018b7b2788e9458a1c96d84c

Observation b7746092-9402-46cc-8b40-50dbbb618623 · outbound

This paper cites Distilling the knowledge in a neural network,.

A Short Overview of Multi-Modal Wi-Fi Sensing Distilling the knowledge in a neural network,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.614317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.935756Z digest=sha256:149ec822ee5c39f1337dc33ef218011e46d829164e273b7985561c631394d5ae

Observation 24e3838d-06a7-412a-bd81-54b95e3e0881 · outbound

This paper cites Wicamera: V ortex electromagnetic wave-based wifi imaging,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wicamera: V ortex electromagnetic wave-based wifi imaging,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.603079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.939014Z digest=sha256:55e569fa645928e9ceb07cfcf7f67fdc427d31a616bf1fd1af2e337a8151c7e7

Observation 00ca1b72-7082-4cf7-a974-35eae3c4aee8 · outbound

This paper cites Video-based fall detection in the home using principal component analysis,.

A Short Overview of Multi-Modal Wi-Fi Sensing Video-based fall detection in the home using principal component analysis,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.593704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.943389Z digest=sha256:b96f50f935cbf7b0a2c31fe76688032bfc1fcb27ecc3641f4fe803aaf89214d3

Observation ce929d55-1456-4eff-a3bd-c840c7ff5810 · outbound

This paper cites Mask r-cnn,.

A Short Overview of Multi-Modal Wi-Fi Sensing Mask r-cnn,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.583606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.946509Z digest=sha256:da54bdd69b0a134b25b99de7c787bee06010906a3fd393a975e8e21c8ab8f195

Observation 92c47e22-bb84-4bb8-99bd-d0d5bb7f0547 · outbound

This paper cites Realtime multi-person 2d pose estimation using part affinity fields,.

A Short Overview of Multi-Modal Wi-Fi Sensing Realtime multi-person 2d pose estimation using part affinity fields,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.572027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.949911Z digest=sha256:2cafef7d5e4c2f650866abd3f053eb3adcaa02d0ca83eadabf155c15d04f2ac9

Observation ec447d5e-6e8f-420f-816a-1a9fb1555d72 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

A Short Overview of Multi-Modal Wi-Fi Sensing U-net: Convolutional networks for biomedical image segmentation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.560711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.953779Z digest=sha256:6711fee1ea7a00672d9547c4ba54e694279b33f3c12a3220e7e5919cb71168c4

Observation 48ace59b-9e20-4b04-a2b5-927c7b8fc091 · outbound

This paper cites Leveraging online learning for domain-adaptation in wi-fi-based device-free localization,.

A Short Overview of Multi-Modal Wi-Fi Sensing Leveraging online learning for domain-adaptation in wi-fi-based device-free localization,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.549303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.957997Z digest=sha256:cc8b4611183de8b0a787f1c09119f6424d4e66d876cce73b6d7e53cc8333a72e

Observation 8aed76f2-26b5-4866-b9b6-209f0f9f5c2f · outbound

This paper cites Sifi: Siamese networks based csi fingerprint indoor localization with wifi,.

A Short Overview of Multi-Modal Wi-Fi Sensing Sifi: Siamese networks based csi fingerprint indoor localization with wifi,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.538096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.962340Z digest=sha256:b527d8c099dc7e257748ba953d0c751d7b12fe125a331f1bf302239d63a607d2

Observation c9656bca-b53a-4ab2-a281-45f8a703678b · outbound

This paper cites You only look once: Unified, real-time object detection,.

A Short Overview of Multi-Modal Wi-Fi Sensing You only look once: Unified, real-time object detection,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.525550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.966119Z digest=sha256:72cbbadf93db8e1ce9309dae60c0af3ef202c871e1b197ca4072aab19c938bfd

Observation b5a867b5-d6ee-4c71-a144-46d6e83080a4 · outbound

This paper cites Crossfi: A cross domain wi-fi sensing framework based on siamese network,.

A Short Overview of Multi-Modal Wi-Fi Sensing Crossfi: A cross domain wi-fi sensing framework based on siamese network,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.514670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.969908Z digest=sha256:8654b5952f55cd0a0da07f5d8e2e904c08943089745d2115ef27ba62fcbfedef

Observation b3a58cfe-07ad-47ef-95b2-73f0bdcdda09 · outbound

This paper cites Hybrid cascaded and feature-level fusion scheme for multi- modal indoor localization,.

A Short Overview of Multi-Modal Wi-Fi Sensing Hybrid cascaded and feature-level fusion scheme for multi- modal indoor localization,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.503804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.974011Z digest=sha256:cd5ec7fff194793bebe3a87f49f25e0580c6e73e9a869c76138ae5999e613873

Observation 26a2c105-3a18-43ad-b439-40414c08344c · outbound

This paper cites A novel multi-modal feature-level fusion scheme for high accurate indoor localization,.

A Short Overview of Multi-Modal Wi-Fi Sensing A novel multi-modal feature-level fusion scheme for high accurate indoor localization,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.491250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.977861Z digest=sha256:3f14768200a5f1e4ad2cf537721093381ad08fc561f4537189b59ae642202f74

Observation b8f349ce-cf15-4446-9258-cd2c563ef0af · outbound

This paper cites Wi-fi based indoor monitoring enhanced by multimodal fusion,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wi-fi based indoor monitoring enhanced by multimodal fusion,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.479228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.981820Z digest=sha256:f5c946f1c17d7607f6ba61886c2db37d62165a5c96366173b593444c0ae84507

Observation 9ff7da35-8dc2-4d96-806a-8847cbe266c3 · outbound

This paper cites Evaluating self-supervised learning for wifi csi-based human activity recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing Evaluating self-supervised learning for wifi csi-based human activity recognition,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.985992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.985992Z digest=sha256:d713f2bd1785ee5087d0a33ce0b9c7fac78009623babebfd90dd90a1387ddfde

Observation 2c4ad104-717d-449a-9227-16a9bb347d1d · outbound

This paper cites Improving language understanding by generative pre-training,.

A Short Overview of Multi-Modal Wi-Fi Sensing Improving language understanding by generative pre-training,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:43.990241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:43.990241Z digest=sha256:973ade68eaf6057087276fc157cfadb24ecd59de52537f85a4e730cae10e4730

Observation 96ea889b-c2d7-41dc-a3f4-e0940c672a24 · outbound

This paper cites Bert-adloc: A secure crowdsourced indoor localization system based on ble fingerprints,.

A Short Overview of Multi-Modal Wi-Fi Sensing Bert-adloc: A secure crowdsourced indoor localization system based on ble fingerprints,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.454262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.994594Z digest=sha256:adad069fbe3c3bd31ff3b2251f24056b4811cd1ae15aa04625cd669534c3c1d3

Observation de9fc7c2-356c-4a13-b601-17846512f0aa · outbound

This paper cites Wepos: Weak- supervised indoor positioning with unlabeled wifi for on-demand delivery,.

A Short Overview of Multi-Modal Wi-Fi Sensing Wepos: Weak- supervised indoor positioning with unlabeled wifi for on-demand delivery,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.442532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:43.998393Z digest=sha256:32cbf6420a9e890131f07859db9cc07bfd10e2ccb949e08ef9f9074eac00f2d2

Observation 30a1328e-3d8f-4c17-883d-d85b78f4acc6 · outbound

This paper cites Radio map construction based on bert for fingerprint-based indoor positioning system,.

A Short Overview of Multi-Modal Wi-Fi Sensing Radio map construction based on bert for fingerprint-based indoor positioning system,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.431152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:44.002328Z digest=sha256:3f81dfa6f7394db83d4968cb25f85393c49b046a3339671892cecce9fa1b6652

Observation 2d8bc217-2ef1-4b35-b717-942f0d045070 · outbound

This paper cites Finding the missing data: A bert-inspired approach against package loss in wireless sensing,.

A Short Overview of Multi-Modal Wi-Fi Sensing Finding the missing data: A bert-inspired approach against package loss in wireless sensing,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.419205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:44.006073Z digest=sha256:c2068b7fc4ed4aa47faa68900792e3d88052e274c8a564d411353387f1afff81

Observation 08e6407d-2540-40e2-a0cf-31bb889596e7 · outbound

This paper cites Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training.

A Short Overview of Multi-Modal Wi-Fi Sensing Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:44.009916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:44.009916Z digest=sha256:bc5e2e7eb2a9675a79332521bb70809699005f480b11a8e98c8a78556b3dd5f8

Observation f8ffe3e7-28a0-4aca-8f75-d0fa378d7c6b · outbound

This paper cites Multimodal multi-view spectral-spatial- temporal masked autoencoder for self-supervised emotion recognition,.

A Short Overview of Multi-Modal Wi-Fi Sensing Multimodal multi-view spectral-spatial- temporal masked autoencoder for self-supervised emotion recognition,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.407930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:44.013960Z digest=sha256:f3b1b75363b5e1ef4a79212723056c283e6474b27151e51c354c57b6722be6fb

Observation c65e30db-2534-425e-a0d2-dd6122694586 · outbound

This paper cites BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction.

A Short Overview of Multi-Modal Wi-Fi Sensing BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:44.017657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:44.017657Z digest=sha256:2e1a365a9fbe3bff1e2f2af20b6e0d565c81ab3f2848c758fb0b21b848c6c192

Observation c1e86089-f336-46eb-a2f4-b2f70ccaf8f8 · outbound

This paper cites WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication.

A Short Overview of Multi-Modal Wi-Fi Sensing WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:44.021336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:44.021336Z digest=sha256:bcbfa1b45391f476d571fa0e1f16f82d91b4471c9941879854cb8f4bbf629476

Observation 9640aac6-d14a-449f-a4a7-f9378a43f292 · outbound

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

A Short Overview of Multi-Modal Wi-Fi Sensing An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:44.025471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:44.025471Z digest=sha256:9dd21a5c01878f200be94ffd0c9fc0212549d8990547080e16bbbf8a2b10d400

Observation 1385e62e-c3c1-4e16-8d69-1287e3a9719c · outbound

This paper cites Neural discrete representation learning,.

A Short Overview of Multi-Modal Wi-Fi Sensing Neural discrete representation learning,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:44.029235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:44.029235Z digest=sha256:24c1fd6cb19fcf707486c07de5e2de8ae72c1207100cbfb985b709ff96b4f9ab

Observation bd0873b5-f9f6-43cf-b662-73f7cf167547 · outbound

This paper cites Lateral flexion of a compliant spine improves motor performance in a bioinspired mouse robot,.

A Short Overview of Multi-Modal Wi-Fi Sensing Lateral flexion of a compliant spine improves motor performance in a bioinspired mouse robot,

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T22:39:44.032709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:39:44.032709Z digest=sha256:0f19b50c51207e1bf37556812e1b10ccb837b2e1f45f60b7c9f60b6ff3128b81

Observation e4a72a57-a706-48e6-9cc2-d4df02528000 · outbound

This paper cites Autonomous locomotion of a rat robot based on model-free reinforcement learning,.

A Short Overview of Multi-Modal Wi-Fi Sensing Autonomous locomotion of a rat robot based on model-free reinforcement learning,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:39:44.382577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:39:44.036115Z digest=sha256:96cef7c06455acf13b887769e1bfba2421441450bdc8e581a50b82c8db768c03

Pith citing papers

No inbound Pith citation observations are available.