Paper Citation Record · LEDGER

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning

As of 18 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.11695.

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

pith.paper-citation-record.v1
2412.11695 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:44:57.638787Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

38 of 38 outbound references displayed

verified exact1
verified fuzzy6
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5235050b-35bb-4ae5-a250-596bd180dbec · outbound

This paper cites G.; Lehnertz, K.; Mormann, F.; Rieke, C.; David, P.; and Elger, C.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning G.; Lehnertz, K.; Mormann, F.; Rieke, C.; David, P.; and Elger, C

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.545873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c031361-9655-42ef-af9a-84afada01733 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.876781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc96360c-8029-4e52-a5c3-9ebf8ee14276 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.869552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c76991b8-2cb5-4ee1-8ef0-bec0df4d0afa · outbound

This paper cites H.; Celka, P.; Farukh, B.; Chowienczyk, P.; and Alastruey, J.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning H.; Celka, P.; Farukh, B.; Chowienczyk, P.; and Alastruey, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:44:57.863600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 454d93ea-fb48-4b27-a3b4-0f8b8d9c6d00 · outbound

This paper cites MAEEG: Masked Auto-encoder for EEG Representation Learning.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning MAEEG: Masked Auto-encoder for EEG Representation Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.557796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca3ea71-256b-4e7c-8dd9-866e234c966e · outbound

This paper cites CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:44:57.712117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 467ba759-6b1d-41b7-acf5-7d3074e1713f · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.563833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1f5e451-e6a0-4953-b803-a8ba4ce78a3b · outbound

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

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.566166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74fb2afb-8b12-49fe-b1eb-39c2c9c2ab66 · outbound

This paper cites C.; Venneri, A.; He, X.; Li, S.; Zhao, Y.; et al.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning C.; Venneri, A.; He, X.; Li, S.; Zhao, Y.; et al

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:44:57.853350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19f9dfb9-e16c-4f5e-9e0a-669a85370eb9 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.847132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3cbf0de-f969-41bf-8e19-fe274b7d78a4 · outbound

This paper cites EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.572412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18294d8e-3ac0-40a1-a866-b17442314333 · outbound

This paper cites L.; Amaral, L.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning L.; Amaral, L

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.575137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc508807-8a34-4a87-9108-ebdbe065e14f · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.836802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57601209-a263-4751-9c88-e9de30ec54cf · outbound

This paper cites Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.579765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6661a3-0efa-4bf2-88c5-b2148c79920c · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.582547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43bcc9a-917b-4662-aa6a-e44aea7fa3a6 · outbound

This paper cites H.; Tuk, B.; Kamphuisen, H.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning H.; Tuk, B.; Kamphuisen, H

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.584976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afc9f13-e92f-466a-b65f-f059e4735f7c · outbound

This paper cites K.; Zimmer, D.; and Sextro, W.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning K.; Zimmer, D.; and Sextro, W

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.587323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25003454-8f0b-43b1-8019-fce46aac96e0 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.818364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 326457e2-deb9-4545-b779-51d998885ba6 · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Fourier Neural Operator for Parametric Partial Differential Equations

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.591926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb44ef3-22ab-45b2-bea9-fd1868b6ade3 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.594822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0afedcc-7eec-462f-a639-6e22a1ee3c2a · outbound

This paper cites Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.597217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f6c43b-e062-4d7f-be4a-fca63d4526ea · outbound

This paper cites P.; McVicar, M.; Battenberg, E.; and Nieto, O.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning P.; McVicar, M.; Battenberg, E.; and Nieto, O

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:44:57.807306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 289ba650-1204-44e3-91d1-45dcf9f37c98 · outbound

This paper cites D.; Giannakeas, N.; and Tzallas, A.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning D.; Giannakeas, N.; and Tzallas, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:44:57.799422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5f7bedc-40f0-483a-a475-1171013552bb · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.791520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8b94e0c2-d335-4ec3-962d-c3c6cea4847e · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.783532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 235be407-7ce3-4e69-9276-6ccab8d28d21 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.609382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a5e71a-16fe-4a44-808b-17b2323a13e8 · outbound

This paper cites D.; O'Sullivan, J.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning D.; O'Sullivan, J

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:44:57.776315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f71bdce7-1696-427e-ac5b-9f7ca0d34b4b · outbound

This paper cites Y.; Yao, Y.; and Dauwels, J.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Y.; Yao, Y.; and Dauwels, J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:44:57.769272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3bb06bf-6d4e-4675-ad71-ea78737ea6ba · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.762020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2aa55d0b-a4b7-4f01-aa78-3eee41e82197 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.754795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 98f1439e-222c-4b62-a792-04cabd1779cd · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.621282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 806c21ba-7480-4807-88ce-d677dfa2fa9b · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.743201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42db3326-96a8-4a0f-b19b-2161eb36e1ad · outbound

This paper cites REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.625932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f228cf1-05e4-4904-9081-41d2cf09947c · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:44:57.737123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13602d04-9748-4779-855e-977dfd424e11 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning mixup: Beyond Empirical Risk Minimization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.631109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46908a1d-1285-4ec1-b455-c95a7970fa31 · outbound

This paper cites an unresolved cited work.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.633697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa40742d-205c-4302-bec9-8b7e49433660 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning , " * write output.state after.block = add.period write newline

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.636108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2ca061-8f8c-4480-839e-4123d1d9edfe · outbound

This paper cites write newline.

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T14:44:57.638787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.