Pith. sign in

Paper Citation Record · LEDGER

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation

As of 23 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 3 inbound Pith citation observations for arXiv:2501.12840.

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

pith.paper-citation-record.v1
2501.12840 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:47:37.797763Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:56:27.941925Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T08:15:33.531262Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact1
  • verified fuzzy8
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbfb96e1-2db2-479f-9bba-37ca393ce07c · outbound

This paper cites AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T16:47:37.712572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:47:37.712572Z digest=sha256:4f8d410fbe85c36694b6223f602b9cbf689d01df3af886fc093a16ff75705824

Observation 17f3f640-6d2d-4cd7-8418-7524d775c8a9 · outbound

This paper cites an unresolved cited work.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:47:38.136520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.718561Z digest=sha256:a4aa17e4df8f864380f89aac7975f89715e839c759ffd021b914d4db9c280928

Observation 803e6e8d-e684-4968-be64-36b09f3d2436 · outbound

This paper cites an unresolved cited work.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:47:38.120343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.723849Z digest=sha256:84e9eee29310305fd249deea6a2b29aee0228cef2c9fdcf8a8854be59ee9f75b

Observation ef8d7a13-ac2f-40c7-ab6d-6591cebb89cd · outbound

This paper cites an unresolved cited work.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:47:38.102358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.728937Z digest=sha256:e2c53af29469644b75a0b8ec98eee2f513dc8a7d0841ea646c245d98bbe12199

Observation 4e51bf1b-0259-4dae-95fb-806f12ac5610 · outbound

This paper cites A literature sur- vey of mr-based brain tumor segmentation with miss- ing modalities,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation A literature sur- vey of mr-based brain tumor segmentation with miss- ing modalities,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:38.084503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.734239Z digest=sha256:99dfcfb4dd24f1c8569faac45518f46d29a52eb712d2e3812c36afdd79482baf

Observation 47666faf-526a-4e2a-ba09-ad3f614c7ad3 · outbound

This paper cites Deep learning approaches for data augmentation in medical imaging: A review,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Deep learning approaches for data augmentation in medical imaging: A review,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:38.067791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.739722Z digest=sha256:58410c6c9dfddc8dfbaeec314619b195c75829663b4e008ae4eafc645a520c2b

Observation ff1ac7ba-b2be-43d6-9f5f-4305a88c9f85 · outbound

This paper cites A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:47:37.927691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.744992Z digest=sha256:9bc754c0b4088bf274a6ee4fcf8eb5b56dc91ce9b596046085f625ee6f4ebbc8

Observation 781e85f7-acc0-4626-a826-511ecad4a262 · outbound

This paper cites Cross- conditioned diffusion model for medical image to image translation,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Cross- conditioned diffusion model for medical image to image translation,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:38.050944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.750776Z digest=sha256:9ff0a771d1135958d05e63c73aae1b542f2ed2d1301c8d10ec00712edd7c94c9

Observation 305cdc3e-2749-48e1-bc20-4286c49760fb · outbound

This paper cites Generative Adversarial Networks.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Generative Adversarial Networks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T16:47:37.755434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:47:37.755434Z digest=sha256:6b371b9a4689b2a789caa070a43b0e2fde99e3573ded702f5814e65bae98a64b

Observation 433bfaf4-b50e-4bd2-b44c-6f420a4414e0 · outbound

This paper cites Auto-Encoding Variational Bayes.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Auto-Encoding Variational Bayes

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T16:47:37.761375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:47:37.761375Z digest=sha256:ae4ba9195baf8e21dfbd758f2131ca5ded515255a0e79464b9a80f4c84f6d526

Observation 997a1efb-aafc-4523-b368-c46c0b107a9f · outbound

This paper cites Denoising diffusion probabilistic models,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Denoising diffusion probabilistic models,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:38.032634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.766572Z digest=sha256:2df4329d1e1053a862528fa2b9d8b839ca98bcedb3f6cc8cb40c1678854e5227

Observation ce02650c-389a-4da7-ae8b-9ab4e079d5c6 · outbound

This paper cites Diffusion models in medical imaging: A com- prehensive survey,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Diffusion models in medical imaging: A com- prehensive survey,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:38.016136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.771711Z digest=sha256:05cc441a1a4565ee3d1db8c2e556dac25d5235440264daba6e1e8884a8674517

Observation abff0a4c-8510-44c7-b65a-e03d0db5f16f · outbound

This paper cites Diffusion models beat gans on image synthesis,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Diffusion models beat gans on image synthesis,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:37.999504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.777321Z digest=sha256:b8ff792b9c4ee652a7069c302722abd43d913fcfdc621533800e609cf23ede88

Observation 40754c48-65bb-4194-892d-1d909b87e668 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T16:47:37.782167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:47:37.782167Z digest=sha256:633f463a6eb12814dd79e2cb94a36abf62297ad6fe254123468b124143b9b378

Observation e67b9473-3bd8-4909-8e76-de4aea486a1b · outbound

This paper cites Test-time adaptation of discriminative models via diffusion gener- ative feedback,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Test-time adaptation of discriminative models via diffusion gener- ative feedback,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:37.982287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.787473Z digest=sha256:5dd68cfc55a8a9103e6229be4c6fa722e20742201b10c0d95f4c6a9f40fc5a3e

Observation dee912b5-e584-4aea-9ee8-1002bfe1718d · outbound

This paper cites The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T16:47:37.792459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:47:37.792459Z digest=sha256:0ba2583318c9443b690a7d5be1c965e4910cd0d18c1d2c5a49f6df1e5d4a3b17

Observation b1495860-3ba4-4c90-8318-4504723e93bc · outbound

This paper cites Image-to-image translation with conditional adversarial networks,.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Image-to-image translation with conditional adversarial networks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:47:37.964738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T16:47:37.797763Z digest=sha256:50e42c8c65f84c2cb314be63361e2e0247dd2433c336b735af4c95de2b769b93

Pith citing papers

Observation bbfb96e1-2db2-479f-9bba-37ca393ce07c · inbound

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation cites this paper.

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T16:47:37.712572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:47:37.712572Z digest=sha256:4f8d410fbe85c36694b6223f602b9cbf689d01df3af886fc093a16ff75705824

Observation c4843018-e672-42d7-9409-4c395484750c · inbound

How Far Are We from Generating Missing Modalities with Foundation Models? cites this paper.

How Far Are We from Generating Missing Modalities with Foundation Models? AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-25T08:15:33.534464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-25T08:15:12.947854Z digest=sha256:be49988683b9966e09fe1de7a988422cb28375c4c68a2f181bb2d35850db4d2b

Observation 4aba9cce-9ed4-406b-a20f-9e402131d5c6 · inbound

Multi-Task Diffusion Approach For Prediction of Glioma Tumor Progression cites this paper.

Multi-Task Diffusion Approach For Prediction of Glioma Tumor Progression AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T15:56:27.941925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:56:27.941925Z digest=sha256:5c9be0d01e87441d6373420341f3e757003a1b077a673af2d84baf3c0b512a80