Paper Citation Record · LEDGER

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field

As of 15 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2412.08003.

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

pith.paper-citation-record.v1
2412.08003 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:24:41.613659Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:12:52.112414Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T03:50:55.812750Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy14
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d7942dd-5c6f-47b6-a86c-a277a0a0b83b · outbound

This paper cites Pifu: Pixel-aligned implicit function for high- resolution clothed human digitization.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Pifu: Pixel-aligned implicit function for high- resolution clothed human digitization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.864387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5d1c5690-9f44-4d6a-b98f-4f3005653d3b · outbound

This paper cites Rfcanvas: Modeling rf channel by fusing visual pri- ors and few-shot rf measurements.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Rfcanvas: Modeling rf channel by fusing visual pri- ors and few-shot rf measurements

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.851292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9a8b0ad8-9039-4183-80b7-bfe94e4f3f71 · outbound

This paper cites Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T18:24:41.546385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb4b87c3-4117-4413-981d-519a54a0f337 · outbound

This paper cites Muse-fi: Contactless muti-person sensing exploit- ing near-field wi-fi channel variation.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Muse-fi: Contactless muti-person sensing exploit- ing near-field wi-fi channel variation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.838074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d07edf90-a87d-4692-a914-d85aa74c3808 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field 3d gaussian splatting for real-time radiance field rendering

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T18:24:41.555852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f706f033-3ff2-4a4b-9ef3-ad4580bd69d1 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.817137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d63d6d4a-49b4-4908-8991-da3a87ba2418 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:24:41.565599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe52f1cc-af47-42db-a3c4-2d8b6fe22fbf · outbound

This paper cites Winert: To- wards neural ray tracing for wireless channel modelling and differentiable simulations.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Winert: To- wards neural ray tracing for wireless channel modelling and differentiable simulations

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.794618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ae07a7b9-93e1-427a-b9cf-58103fd9cfe6 · outbound

This paper cites Deepsdf: Learning con- tinuous signed distance functions for shape representation.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Deepsdf: Learning con- tinuous signed distance functions for shape representation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.782281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e05d53e3-ecc2-426d-b6ff-25265c605563 · outbound

This paper cites Martel, Alexander W.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Martel, Alexander W

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.767520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 43c798be-472b-49ec-9173-e3dd6909da53 · outbound

This paper cites State of the art on neural rendering.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field State of the art on neural rendering

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.755498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de2fd59d-36af-4315-b1c8-b980040ac9db · outbound

This paper cites Imaging with wifi.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Imaging with wifi

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.743495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c7313d03-75a9-4dce-8fb9-71fd1c5b86ed · outbound

This paper cites Gaussian processes for machine learning.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Gaussian processes for machine learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.732148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d9ddf485-8ee5-405c-93c9-8ce64028cc1b · outbound

This paper cites Mosaic: Leveraging diverse reflec- tor geometries for omnidirectional around-corner automotive radar.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Mosaic: Leveraging diverse reflec- tor geometries for omnidirectional around-corner automotive radar

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.718629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf8b1877-f8ff-4bfc-abfa-ea99700351d7 · outbound

This paper cites Neural fields in visual computing and beyond.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Neural fields in visual computing and beyond

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T18:24:41.600271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6afe971-1fae-41ae-887d-751dd3f8a0b8 · outbound

This paper cites Multiview neu- ral surface reconstruction by disentangling geometry and ap- pearance.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Multiview neu- ral surface reconstruction by disentangling geometry and ap- pearance

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.694594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b6c5d324-64f4-4cd1-b083-1722bdd98648 · outbound

This paper cites High- accuracy localization in multipath environments via spatio- temporal feature tensorization.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field High- accuracy localization in multipath environments via spatio- temporal feature tensorization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.680826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0a5075d5-1f07-4e36-aab4-09adb5b587fc · outbound

This paper cites Nerf2: Neural radio-frequency radiance fields.

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field Nerf2: Neural radio-frequency radiance fields

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:24:41.664696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 61b2acd3-0242-4388-863a-a79dec09f903 · inbound

PropSplat: Map-Free RF Field Reconstruction via 3D Gaussian Propagation Splatting cites this paper.

PropSplat: Map-Free RF Field Reconstruction via 3D Gaussian Propagation Splatting Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:50:55.817540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.