Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T13:38:11.508386Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2608.02157.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T13:38:11.508386Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 899eaf76-7f49-41bc-ad76-840800a68773 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Sokolov, Sergei V
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c4c5c1a7-3126-4d50-8efd-a91720a4fb9f · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Photon-counting Raman spectroscopy at a MHz spectral rate for biochemical imaging of an entire organism.Nature Communications, 16(1):3808, 2025
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bec1a113-1468-4c17-8b1d-4c384d06e093 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Bohndiek
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3158b8c7-b273-4338-861c-351c273455a0 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Rapid, label-free histopathological diagnosis of liver cancer based on Raman spectroscopy and deep learning
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c7a5f7f6-7ab7-43ea-9cb5-3df273cbde65 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Tadesse, Amanda R
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b045805b-a748-4cf6-81c3-a2bd1b59680b · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Optics miniaturization strategy for demanding Raman spectroscopy applications
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dcaa830b-235e-42e4-8cbf-23544a8b8cbd · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A universal and accurate method for easily identifying components in Raman spectroscopy based on deep learning.Analytical Chemistry, 95(11): 4863–4870, 2023
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b69a5370-b4f3-4b6c-94c6-e19c6cc2ab6d · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Seitz, David Heinzmann, Katja Schenke-Layland, Patricia B
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a1dca4fa-56e7-4753-8a76-e994fbc5ec30 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66a876d9-c73f-4203-a28a-76b6c00ea1d4 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model PLS-regression: a basic tool of chemometrics.Chemometrics and Intelligent Laboratory Systems, 58(2):109–130, 2001
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba0b5e48-6c85-4cfc-9d65-80cfcec4ee5e · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Partial least squares for discrimination.Journal of Chemometrics, 17(3):166–173, 2003
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98d1f74c-8e8a-4540-8a3a-815f13647a46 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Stevens, and Mauricio Barahona
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a52651b3-0f1a-405f-92d1-929fae1d312a · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Image processing and machine learning for hyperspectral unmixing: an overview and the HySUPP python package.IEEE Transactions on Geoscience and Remote Sensing, 62:1–31, 2024
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a8cc3a4-9f61-4741-a2e6-b5afb238e7fb · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model MAT-Net: multiscale aggregation transformer network for hyperspectral unmixing.IEEE Transactions on Geoscience and Remote Sensing, 62:1–15, 2024
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c926463c-493f-4bd9-b5ac-1bc3a7c0e125 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Horgan, Magnus Jensen, Anika Nagelkerke, Jean-Philippe St-Pierre, Tom Vercauteren, Molly M
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d6741aaf-b7c9-46ee-913f-e7ac52493fb9 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Dunlop, and Ji-Xin Cheng
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 20376bf0-fb67-4661-bd05-b7dc0fba28dd · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Deep learning-decoded Raman spectroscopy for hour-scale iPSC pluripotency assessment via lipid–protein biomarkers
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 71ae41e5-d482-47ff-83c0-cd30cf1e9a09 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Martin, Peter J
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3d56181c-635a-40b8-81c4-a84a9b0e43c0 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 50ac8021-7a9d-4e12-b83b-46512a078e27 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Accurate predictions on small data with a tabular foundation model.Nature, 637:319–326, 2025
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa997032-9087-4720-a453-623a84d367ea · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model When do neural nets outperform boosted trees on tabular data? InAdvances in Neural Information Processing Systems, volume 36, pages 76336–76369
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 93ca2331-d42a-4faf-9020-68880ddd69f3 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model TabArena: a living benchmark for machine learning on tabular data
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 111a31c4-4e22-4cb7-9a6a-75c80332e898 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model TabICL: a tabular foundation model for in-context learning on large data
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 452cb8ef-1e48-4a10-9e1b-2ded67ca965e · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Cresswell, Keyvan Golestan, Guangwei Yu, Anthony L
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dabdc2e-de9d-4721-9f25-7df16c8c3a56 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c56800c-53f8-41cf-aad8-6fb7dbf2a156 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a801ce0-83e9-4520-bef7-e9c006d1b0da · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model TabPFN-Wide: continued pre-training for extreme feature counts.arXiv preprint arXiv:2510.06162, 2025
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a03d3267-91d3-4fee-8cfe-a1a0f20a5b12 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model TuneTables: context optimization for scalable prior-data fitted networks
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 70756784-71ea-40b3-a41d-1813d447d7dc · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7cff4da-c351-43b0-8f1b-ca359c4ad510 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Tabular foundation models for robust calibration of near-infrared chemical sensing data
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53841a72-1562-4e12-b846-c89fb5567521 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Bartel, and Gerbrand Ceder
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43017800-37ce-4bbe-bdd9-c48358fe218f · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Schoenholz, Muratahan Aykol, Gowoon Cheon, and Ekin Dogus Cubuk
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 334ca1f4-3d41-4612-89fe-81aea860e4f9 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A generative model for inorganic materials design.Nature, 639:624–632,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8477e8c3-aa5d-4f3f-a46a-9439b022614d · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A decoder-only foundation model for time-series forecasting
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e98e813b-10fb-4601-8383-df2c569b8758 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Maddix, Hao Wang, Michael W
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f6dc70-d40a-464a-820d-0a7f50570de9 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model SpectralGPT: spectral remote sensing foundation model.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(8):5227–5244, 2024
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc5a4055-1d52-44d9-8ab9-405e69df897d · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Deep spectral component filtering as a foundation model for spectral analysis demonstrated in metabolic profiling.Nature Machine Intelligence, 7(5):743–757, 2025
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 86ba84bf-c51e-4cc6-9b27-3c18c3534902 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model HyperSIGMA: hyperspectral intelligence comprehension foundation model.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(8):6427–6444, 2025
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d381ad7-b974-4a92-b218-646b1b2d7f81 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A multi-fidelity tabular prior-data fitted network model for accurate prediction and uncertainty quantification.Nature Communications,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aa6ef9d-9e48-4750-ba1b-34b0e00b8e7e · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model In context learning foundation models for materials 24 property prediction with small datasets.npj Computational Materials, 12(1):222, 2026
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6e627504-6471-4b9f-b608-11369e399c24 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A foundation model for atomistic materials chemistry.The Journal of Chemical Physics, 163:184110, 2025
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6400824f-580b-4101-b7bc-7cd2135897cf · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A universal graph deep learning interatomic poten- tial for the periodic table.Nature Computational Science, 2(11):718–728, 2022
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8b46214-a7a4-4704-9ece-f4108dd2ea3f · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8eccca26-6607-46eb-b415-c0202aeecfdf · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model MOMENT: a family of open time-series foundation models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de935145-8837-4923-ace5-d0106955008d · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Timer: generative pre-trained transformers are large time series models
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ef4c44f-08fc-4f29-a91d-e7caf1e2285c · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unified training of universal time series forecasting transformers
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d76f8f4-d0e7-464d-a947-95c4e9c8f7f8 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model A semantic-enhanced multi-modal remote sensing foundation model for earth observation.Nature Machine Intelligence, 7(8):1235–1249, 2025
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d08cac35-cc7b-44bb-a897-33a7570241c3 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model RemoteCLIP: a vision-language foundation model for remote sensing.IEEE Transactions on Geoscience and Remote Sensing, 62:1–16, 2024
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6a180c6-f5ad-4fed-b70b-98af66b07add · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model HyperSL: a spectral foundation model for hyperspectral image interpretation.IEEE Transactions on Geoscience and Remote Sensing, 63:1–19, 2025
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31f5eed8-1572-43fe-a061-ca0ac2a33c06 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Foundation model-based multimodal remote sensing data classification.IEEE Transactions on Geoscience and Remote Sensing, 62:1–17, 2024
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfe8e847-9dce-4bfa-82e1-8efae4fa86ec · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Foundation model-based spectral–spatial transformer for hyperspectral image classification.IEEE Transactions on Geoscience and Remote Sensing, 62:1–25, 2024
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b7e71da-c7cd-42fe-bd58-58cdcad32657 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Lee and H
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b2b8339-bacd-48bb-8940-cba9042393e9 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model SVD based initialization: a head start for nonnegative matrix factorization.Pattern Recognition, 41(4):1350–1362, 2008
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b42b2cb8-f825-40ab-953b-d4db20ca389d · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f66c393d-562e-4e45-9ef1-624256b1b431 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc581b41-80d3-405d-a05e-10dd3564e6eb · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37fc17e9-de05-40bd-a502-1531ced2a9f0 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model ReZero is all you need: fast convergence at large depth
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e65afb4-45d1-4f65-ba83-23f6f6042420 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Random forests.Machine Learning, 45(1):5–32, 2001
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f779fccf-c77d-4026-baac-c52cfee4e878 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model TabM: advancing tabular deep learning with parameter-efficient ensembling
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbadee68-5086-493f-b5f9-b8186df748b6 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Revisiting nearest neighbor for tabular data: a deep tabular baseline two decades later
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5843a18b-5bdb-4e4d-bee1-2929ea852c8a · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 1989
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aca28e7c-3153-411a-968e-d1251f19e0f8 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd843284-4464-4555-8715-ab26f75f7c45 · outbound
RamanPFN: learning from Raman spectral structure with a tabular foundation model Unresolved cited work
Reference 2026
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.