Pith. sign in

Paper Citation Record · LEDGER

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2508.06951.

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

pith.paper-citation-record.v1
2508.06951 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:29:01.427134Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:43:36.954114Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T09:56:04.713693Z

Reference resolution

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy20
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2efdc947-244c-4811-9a5d-ff65d638078e · outbound

This paper cites An Overview on Resource Allocation Techniques for Multi-User MIMO Systems,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work An Overview on Resource Allocation Techniques for Multi-User MIMO Systems,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:05.681990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.179550Z digest=sha256:0c5b563b327e7cd27f6759f3e7bf4d41fd6376623fea3e25257e18e53e5be0c3

Observation 6456bfb1-44b5-41da-b577-7dc0082dbcc0 · outbound

This paper cites Beam Management in Millimeter-Wave Communications for 5G and Beyond,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Beam Management in Millimeter-Wave Communications for 5G and Beyond,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:05.489291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.293882Z digest=sha256:8ecef852b32eccfa6980016e59227fa83f1080da95d91e0011a9214ee8ee768d

Observation a6ba9817-7a42-41e3-9db4-bd7f5a6cd4d5 · outbound

This paper cites A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:05.277104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.464071Z digest=sha256:7b7503b352170679fac62240f776844573b72864c7bfe58126c4aeaf00827d12

Observation e9eae126-cee4-43fd-8a5f-665c747ff0a9 · outbound

This paper cites HBF MU-MIMO with Interference-Aware Beam Pair Link Allocation for beyond-5G Mm-Wave Networks,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work HBF MU-MIMO with Interference-Aware Beam Pair Link Allocation for beyond-5G Mm-Wave Networks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:05.070695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.577613Z digest=sha256:399105a58d3f08efa8b4bb30d298a30fc727a7c685bae9c94e60ebfa2db03995

Observation 6e4f07ec-7666-4bd2-939d-e464aa6ee29a · outbound

This paper cites Engineering Radio Maps for Wireless Resource Management,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Engineering Radio Maps for Wireless Resource Management,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:04.875866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.699438Z digest=sha256:b98f476f8a30e2b745be9ed384ca32dd3610821ff7f2917149ec5a097513e2c4

Observation 0ffda1db-f04d-42d1-be5d-c649794c15b9 · outbound

This paper cites A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:04.680991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.859855Z digest=sha256:98ae4c5aad5e7f4e652a5cbfc18b32e05226cb0fdb460581f797bb30745befc7

Observation c2a07423-6a2e-4107-b5d7-37c22289e9ef · outbound

This paper cites Wireless Sensor Network for Spectrum Cartography Based on Kriging Interpola- tion,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Wireless Sensor Network for Spectrum Cartography Based on Kriging Interpola- tion,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:04.463908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:58.980997Z digest=sha256:1dcdc04a7b74b968cf10c8e8b2c36025280b5454fe12eab913b36e010fca84f0

Observation 6f2a6aaf-259e-4837-a674-e5a5bd1e562f · outbound

This paper cites Group-Lasso on Splines for Spectrum Cartography,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Group-Lasso on Splines for Spectrum Cartography,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:04.294286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.134629Z digest=sha256:c9e5fd7f134658dcaeb2aa10625ee9e727c20ee57ad557c2bcdee2e58ac2c644

Observation cbc95d63-084a-4e2a-a6d9-1596ce43b591 · outbound

This paper cites Learn- ing Power Spectrum Maps From Quantized Power Measurements,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Learn- ing Power Spectrum Maps From Quantized Power Measurements,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:04.093559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.298640Z digest=sha256:32423a8593c06ad1ed5933cdad1bcf27588b068960caa76fe39e0755555c90e5

Observation 3cd57d9d-2d57-4a31-9acb-a70e187e4869 · outbound

This paper cites Non-Parametric Spectrum Cartog- raphy Using Adaptive Radial Basis Functions,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Non-Parametric Spectrum Cartog- raphy Using Adaptive Radial Basis Functions,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:03.930150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.441244Z digest=sha256:477ebb44e4353d8c18b866645892bffb5023446f8c485c001389658e363a18d2

Observation e757bfb8-efc3-4674-91e2-4963e1ca43fc · outbound

This paper cites Distributed Spectrum Sensing for Cognitive Radio Networks by Exploiting Sparsity,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Distributed Spectrum Sensing for Cognitive Radio Networks by Exploiting Sparsity,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:03.750318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.538680Z digest=sha256:7eca9726b931dd00383829817889a8b0a13202f4e88c8760b1f351763d45c310

Observation 7df88e2e-b16c-4854-8a35-8b5127889b67 · outbound

This paper cites Spectrum Cartography via Coupled Block-Term Tensor Decomposition,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Spectrum Cartography via Coupled Block-Term Tensor Decomposition,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:03.542819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.710285Z digest=sha256:debddd9497c1661c953abd98cd740d8406ab53a94616b2511962ba5340e46970

Observation 9e39cac6-d4df-41ad-a7a7-9a5575425bb5 · outbound

This paper cites Channel Gain Map Estimation for Wireless Networks Based on Scatterer Model,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Channel Gain Map Estimation for Wireless Networks Based on Scatterer Model,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:03.381711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.869249Z digest=sha256:c63dccc51fb776d2f27cfdd884045039492428ea745a1879c594a52dbc9f1a8b

Observation 1c952ca1-e1d3-4254-b8b6-266cca89bed9 · outbound

This paper cites NeRF2: Neural Radio-Frequency Radiance Fields,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work NeRF2: Neural Radio-Frequency Radiance Fields,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:03.194421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:28:59.943630Z digest=sha256:1aa0f49a1ffab04cfd93789a462d53272b223e69a706b1c20c66cc3e063ba1c5

Observation 9b2deb93-6541-4217-b357-c055b5c4d071 · outbound

This paper cites NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T22:29:00.045899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:29:00.045899Z digest=sha256:ec8d5d88b795e99038c2ff699d6c54e8c21dc731a0e49e8b72caf1b5c10cc050

Observation 46d96c9a-10f9-4307-a772-7599b3a069eb · outbound

This paper cites WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:02.967125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:29:00.205092Z digest=sha256:dbe290b33dc5b7c75012cfec7493281fa96a3284f5480cff6587899f7e8f251e

Observation 9306670e-23e7-4cbf-8868-c0dc0985160b · outbound

This paper cites NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T22:29:00.343934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f87d7ce6-129c-45af-8cd3-1cabc37a1a55 · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 GHz,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Study on channel model for frequencies from 0.5 to 100 GHz,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:02.677155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:29:00.467697Z digest=sha256:c7c9af7f70cad49d9a71d429fd5409fdac631f9ce52f92e519c59aa6bcedc6c3

Observation c03fcc89-9685-4e64-8dbb-1eda598b0a44 · outbound

This paper cites Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:02.441316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 429749f9-fc5a-411b-ae56-a166fd0e4e6d · outbound

This paper cites QuaDRiGa-Quasi Deterministic Radio Channel Generator, User Manual and Documentation,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work QuaDRiGa-Quasi Deterministic Radio Channel Generator, User Manual and Documentation,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-05T22:29:02.217186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:29:00.744547Z digest=sha256:65b993e740c806a0f2e3eb5206d99b9b3771b947e487f92aecf301c3d10c1d4d

Observation b746dcb2-bf46-4221-9463-4121a75fb739 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T22:29:00.863097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation efe33cfc-3912-4bea-8738-a243efbf1ffe · outbound

This paper cites Segment Anything.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Segment Anything

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T22:29:01.030230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:29:01.030230Z digest=sha256:550d1a1335f55973255adb54ec968509e2d0933f33357e48d80c70f842391b82

Observation ca6709dc-92df-4cc0-a560-362ea4ee892c · outbound

This paper cites Attention Is All You Need.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Attention Is All You Need

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T22:29:01.195287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:29:01.195287Z digest=sha256:714fc1c24fd273b8a7741cf092a8733a8815a1b4ff4231fbfa4d04d93ea56c15

Observation 667ee188-d7ab-48e9-9352-08959b0565af · outbound

This paper cites Convolutional neural networks at constrained time cost,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Convolutional neural networks at constrained time cost,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:01.960389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:29:01.327740Z digest=sha256:06fd9d9b0b9ecea3a39a42bb0c1376dee64f722d7e1a30674835f777657664f4

Observation ac3c6c77-7e50-4891-a792-2cbce71adfc3 · outbound

This paper cites Adam can converge without any modification on update rules,.

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work Adam can converge without any modification on update rules,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:29:01.770012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T22:29:01.427134Z digest=sha256:6a98711b0e25b9c264237eebb98ac5f0a38b3bfe3744605949413ea5ccd7fb96

Pith citing papers

Observation cb9eff76-a871-416c-99f2-152ff831c5d4 · inbound

SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages cites this paper.

SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:56:04.720237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T15:43:36.954114Z digest=sha256:2ff332eba8db5cf967f4c8a4bf3362d086818a3e1ccfd55317bda566d54702a0