Paper Citation Record · LEDGER

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression

As of 12 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2608.08366.

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

pith.paper-citation-record.v1
2608.08366 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:10:52.723760Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

35 of 35 outbound references displayed

verified exact5
verified fuzzy3
unresolved24
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a65c2d6-a849-41f8-a550-bd396131b473 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-12T00:10:52.789032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 988423ef-d6c8-400d-96e6-c7a6306415c0 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.618817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1106b36e-16c9-4b1e-bfca-5bc9e4b4e7dd · outbound

This paper cites Tran, Yiwei Xiao, Shengyu Li, Vrutant V.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Tran, Yiwei Xiao, Shengyu Li, Vrutant V

Reference 3

Resolution: verified exact; doi, observed 2026-08-12T00:10:52.779659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5117f02f-3e34-46e0-a9d5-4be0590f6bb5 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.625802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d7b54df-d774-4563-966b-a0b5e1f43545 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.628747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03360e94-9924-42b3-8602-e341bec8f80c · outbound

This paper cites Masked Generative Transformer Is What You Need for Image Editing.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Masked Generative Transformer Is What You Need for Image Editing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.631982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49001e5b-8dec-47b6-846e-2a5a98727def · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.635743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae9212a-2acc-4c83-bcbe-ddd806b0ff9d · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.638647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbbdb2c6-b6c4-4583-9bff-6e51d5519bf1 · outbound

This paper cites Dynamic Interaction-Aware and Causality-Disentangled Framework for Multimodal Sentiment Analysis.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Dynamic Interaction-Aware and Causality-Disentangled Framework for Multimodal Sentiment Analysis

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:10:53.152636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f5c14ece-2a47-4a0a-870a-2ec697d2e9c1 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-12T00:10:52.769836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51e0133b-afc0-4ed8-a958-b46dc2b77962 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.492177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 97c22c9b-b34a-4669-9687-b188b1293a54 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.482904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 86565da5-9ab0-4848-97cf-65bb0f12ec7b · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.473641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a9e9d3f0-025a-4a85-80bb-9aa78db3edf5 · outbound

This paper cites Deformba: Vision State Space Model with Adaptive State Fusion.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Deformba: Vision State Space Model with Adaptive State Fusion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.656093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb53243a-8852-4d97-b283-841da89e70d8 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.464221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6e7584ea-1a23-4c5c-bd60-2f236560687b · outbound

This paper cites Is Your Driving World Model an All-Around Player?.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Is Your Driving World Model an All-Around Player?

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:10:53.131179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f8be700f-77cc-4109-9684-03d4dde9d049 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.455284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92ffdf08-57be-46ef-8523-4a3b74954e02 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.446256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 69fe9c72-e0b9-43aa-a9fa-911db3d53784 · outbound

This paper cites Koelzer, and Gunnar Rätsch.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Koelzer, and Gunnar Rätsch

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T00:10:53.436488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 544de3a2-edaf-4fcc-b6eb-b39fc86b8e8b · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.427115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 10c4206e-0eba-4990-8365-0463215d75cf · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.677752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b81dc49c-76e0-4d67-b534-882b33e34454 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.412006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5a0bc53b-1860-4980-a867-ae47a1a5854a · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.402207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c90c7384-4fc7-4981-b895-b0898b3f7c5a · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.687166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e49c353-ece3-428e-b120-6f83ecfca629 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.690135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67569ce3-7d05-4f6e-b2c9-6fe39b8c24de · outbound

This paper cites A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.693144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a770fd7-df59-45e4-af74-b790a0cfe76f · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.382630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc267f00-8d71-4955-b6cc-e36600bef307 · outbound

This paper cites Chung, Catia T.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Chung, Catia T

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:10:53.363894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0dd2b12c-a80f-4b2e-8327-58aaa24fcf76 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 29

Resolution: malformed identifier; no resolver link, observed 2026-08-12T00:10:52.707520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ba56cf-105e-4daa-8a22-6ccaa3de8d7e · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T00:10:52.710556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39e7882e-0f71-4a6c-94a3-2623a82d97c4 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.340665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b208d7f8-0401-4729-9268-a165541fa7e9 · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:10:53.329609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 912b0646-a7d5-4668-8516-dbd284b8f6ef · outbound

This paper cites an unresolved cited work.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression Unresolved cited work

Reference 33

Resolution: verified exact; raw_fallback, observed 2026-08-12T00:10:53.116461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 19464441-891f-4370-b961-918fcec7d8d1 · outbound

This paper cites In2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression In2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:10:53.349607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 60ead7de-ff66-4078-9333-63f7a696d0bb · outbound

This paper cites InInternational Conference on Learning Representations, Vol.

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression InInternational Conference on Learning Representations, Vol

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:10:53.372850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.