Paper Citation Record · LEDGER

Uncertainty-Aware Regularization for Image-to-Image Translation

As of 13 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2412.01705.

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

pith.paper-citation-record.v1
2412.01705 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:53:43.153214Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

36 of 36 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a23febda-8731-42a4-b97c-001d1eac9df9 · outbound

This paper cites A deep learning framework for quality assessment and restoration in video endoscopy.

Uncertainty-Aware Regularization for Image-to-Image Translation A deep learning framework for quality assessment and restoration in video endoscopy

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:44.031722Z

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Observation 610ce17e-5a72-4b66-b34f-cdfb23fdfb37 · outbound

This paper cites Endol2h: deep super-resolution for capsule endoscopy.

Uncertainty-Aware Regularization for Image-to-Image Translation Endol2h: deep super-resolution for capsule endoscopy

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:44.023241Z

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Observation b305d00a-bf74-4c8d-b3c7-a6e3d2ddc51b · outbound

This paper cites Medical image translation using an edge-guided genera- tive adversarial network with global-to-local feature fusion.

Uncertainty-Aware Regularization for Image-to-Image Translation Medical image translation using an edge-guided genera- tive adversarial network with global-to-local feature fusion

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:44.014485Z

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Observation 2cc40ee4-2612-432b-afc7-06396ab2fc4d · outbound

This paper cites Label-informed cardiac magnetic resonance image synthesis through condi- tional generative adversarial networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Label-informed cardiac magnetic resonance image synthesis through condi- tional generative adversarial networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:44.005291Z

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Observation c66c42e0-36c7-4e95-9873-6087b3d9b01c · outbound

This paper cites Medgan: Medical image translation using gans.

Uncertainty-Aware Regularization for Image-to-Image Translation Medgan: Medical image translation using gans

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.996582Z

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Observation a9768e56-624d-4e84-9464-3cf2b6be12f1 · outbound

This paper cites Test-time data aug- mentation for estimation of heteroscedastic aleatoric uncer- tainty in deep neural networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Test-time data aug- mentation for estimation of heteroscedastic aleatoric uncer- tainty in deep neural networks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.987145Z

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Observation a024dbb2-db36-42aa-8a83-488aae0a054a · outbound

This paper cites Uncertainty estimation in contrast- enhanced mr image translation with multi-axis fusion.

Uncertainty-Aware Regularization for Image-to-Image Translation Uncertainty estimation in contrast- enhanced mr image translation with multi-axis fusion

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.977953Z

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Observation 3164a67e-006f-40e6-b94a-a89b121c1d1c · outbound

This paper cites Image synthe- sis in multi-contrast mri with conditional generative adver- sarial networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Image synthe- sis in multi-contrast mri with conditional generative adver- sarial networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.968605Z

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Observation ab1ac52d-73d0-42e8-8e40-71f2ef61fc82 · outbound

This paper cites Aleatory or epis- temic? does it matter? Structural safety, 31(2):105–112, 2009.

Uncertainty-Aware Regularization for Image-to-Image Translation Aleatory or epis- temic? does it matter? Structural safety, 31(2):105–112, 2009

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.958711Z

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Observation 6e0dfdc6-c3f1-499b-aac0-a25bf07414b2 · outbound

This paper cites Arsdm: colonoscopy images synthesis with adaptive refinement se- mantic diffusion models.

Uncertainty-Aware Regularization for Image-to-Image Translation Arsdm: colonoscopy images synthesis with adaptive refinement se- mantic diffusion models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.902973Z

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Observation 57c3dd86-eda5-476f-8ee5-d01e35a47ca3 · outbound

This paper cites Error reduction through post processing for wireless capsule endoscope video.

Uncertainty-Aware Regularization for Image-to-Image Translation Error reduction through post processing for wireless capsule endoscope video

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.765568Z

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Observation 81cdf555-7a61-467e-b4ee-44ccc980ec84 · outbound

This paper cites Medsrgan: medical images super- resolution using generative adversarial networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Medsrgan: medical images super- resolution using generative adversarial networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.756615Z

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Observation fbb6c524-7ff6-4d6f-b0b1-bfd9375dae2a · outbound

This paper cites Google photos labeled black peo- ple’gorillas’.

Uncertainty-Aware Regularization for Image-to-Image Translation Google photos labeled black peo- ple’gorillas’

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.747509Z

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Observation 7fa50c9f-61d6-4386-a35a-070095cd49cc · outbound

This paper cites Denoising dif- fusion probabilistic models.

Uncertainty-Aware Regularization for Image-to-Image Translation Denoising dif- fusion probabilistic models

Reference 14

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Observation fa00781a-7b96-40ca-8bee-714e21b67c36 · outbound

This paper cites Image-to-image translation with conditional adver- sarial networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Image-to-image translation with conditional adver- sarial networks

Reference 15

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Observation 0edb3d29-a2d6-4927-9648-027241090d13 · outbound

This paper cites Diffusion models in medical imaging: A comprehensive survey.

Uncertainty-Aware Regularization for Image-to-Image Translation Diffusion models in medical imaging: A comprehensive survey

Reference 16

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Observation 44c8146c-1b7a-4772-849f-f7ea9ae96d76 · outbound

This paper cites What uncertainties do we need in bayesian deep learning for computer vision? Advances in neural information processing systems, 30, 2017.

Uncertainty-Aware Regularization for Image-to-Image Translation What uncertainties do we need in bayesian deep learning for computer vision? Advances in neural information processing systems, 30, 2017

Reference 17

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Observation 24363909-1457-4a89-9583-068b3c339eae · outbound

This paper cites Precomputed real-time texture synthesis with markovian generative adversarial networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Precomputed real-time texture synthesis with markovian generative adversarial networks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.716658Z

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Observation a5f6eff4-4b88-4d90-afe0-4141c4340ce1 · outbound

This paper cites Toward clinically assisted colorectal polyp recognition via structured cross-modal representation consistency.

Uncertainty-Aware Regularization for Image-to-Image Translation Toward clinically assisted colorectal polyp recognition via structured cross-modal representation consistency

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.706917Z

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Observation 95243e6d-33f6-4bea-b768-da3309fc18b5 · outbound

This paper cites Pe 16-007 technical report, u.s.

Uncertainty-Aware Regularization for Image-to-Image Translation Pe 16-007 technical report, u.s

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.697374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b73aa0c0-386e-4241-b79e-807a67c6c2fe · outbound

This paper cites Estimating the mean and variance of the target probability distribution.

Uncertainty-Aware Regularization for Image-to-Image Translation Estimating the mean and variance of the target probability distribution

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.688543Z

Source-reported events for the cited work

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Observation daf892f6-8b07-4da7-a8ae-ad26ce0ad5b3 · outbound

This paper cites Image translation for medical image generation: Ischemic stroke lesion segmentation.

Uncertainty-Aware Regularization for Image-to-Image Translation Image translation for medical image generation: Ischemic stroke lesion segmentation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.638620Z

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Observation 46d53b10-a7cc-4cfb-9f68-3ea9c5e86bf0 · outbound

This paper cites Validating uncertainty in medical image translation.

Uncertainty-Aware Regularization for Image-to-Image Translation Validating uncertainty in medical image translation

Reference 23

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Observation 930d90fb-8f86-45af-8eaa-aa28f9ea45f8 · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

Uncertainty-Aware Regularization for Image-to-Image Translation U- net: Convolutional networks for biomedical image segmen- tation

Reference 24

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Observation 334f9c8f-c402-4173-92d6-ee5b7c34252b · outbound

This paper cites Clinical utility of capsule endoscopy with 9884 flexible spectral imaging color enhancement for diagnosis of small bowel lesions.

Uncertainty-Aware Regularization for Image-to-Image Translation Clinical utility of capsule endoscopy with 9884 flexible spectral imaging color enhancement for diagnosis of small bowel lesions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.455179Z

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Observation d5346079-e3be-456b-9351-4982aeb0850d · outbound

This paper cites The european legal framework for medical ai.

Uncertainty-Aware Regularization for Image-to-Image Translation The european legal framework for medical ai

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.401787Z

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Observation 2297dcac-87b4-4fc0-b09e-6f754676db39 · outbound

This paper cites A generative adversarial network based super-resolution approach for capsule endoscopy images.

Uncertainty-Aware Regularization for Image-to-Image Translation A generative adversarial network based super-resolution approach for capsule endoscopy images

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.392786Z

Source-reported events for the cited work

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Observation 8076d9cd-deed-4f1b-bb21-14f62499698a · outbound

This paper cites Ro- bustness via uncertainty-aware cycle consistency.

Uncertainty-Aware Regularization for Image-to-Image Translation Ro- bustness via uncertainty-aware cycle consistency

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.383688Z

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Observation 601aad64-15a1-4c82-9b22-a271608ec5da · outbound

This paper cites Uncertainty-guided progressive gans for medical image translation.

Uncertainty-Aware Regularization for Image-to-Image Translation Uncertainty-guided progressive gans for medical image translation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.374488Z

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Observation a71d6b03-e30f-41f5-836d-341aec758f63 · outbound

This paper cites Uncertainty-aware gan with adaptive loss for robust mri image enhancement.

Uncertainty-Aware Regularization for Image-to-Image Translation Uncertainty-aware gan with adaptive loss for robust mri image enhancement

Reference 30

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Observation d4e138d2-c919-4754-b457-fcf0a66f863e · outbound

This paper cites Bovik, H.R.

Uncertainty-Aware Regularization for Image-to-Image Translation Bovik, H.R

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.356023Z

Source-reported events for the cited work

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Observation dbb0f7c1-ad31-4c68-947f-5711dab99dce · outbound

This paper cites Mri cross-modality image-to- image translation.

Uncertainty-Aware Regularization for Image-to-Image Translation Mri cross-modality image-to- image translation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.347475Z

Source-reported events for the cited work

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Observation 7117ef85-787c-4c82-ae83-2d8aa3e6ef38 · outbound

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Uncertainty-Aware Regularization for Image-to-Image Translation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:53:43.337507Z

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Observation 7f17e61f-bbdd-4170-ae46-66de3d7c652a · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Uncertainty-Aware Regularization for Image-to-Image Translation The unreasonable effectiveness of deep features as a perceptual metric

Reference 34

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Observation c0dabb06-40eb-4416-84a2-70338db9365d · outbound

This paper cites Translating and segmenting multimodal medical volumes with cycle-and shape-consistency generative adversarial network.

Uncertainty-Aware Regularization for Image-to-Image Translation Translating and segmenting multimodal medical volumes with cycle-and shape-consistency generative adversarial network

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.321527Z

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Observation 707faa16-afc7-4de9-a70c-054133175a96 · outbound

This paper cites Unpaired image-to-image translation using cycle- consistent adversarial networks.

Uncertainty-Aware Regularization for Image-to-Image Translation Unpaired image-to-image translation using cycle- consistent adversarial networks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:53:43.233635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

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