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Paper Citation Record · LEDGER

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion

As of 13 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2501.01114.

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

pith.paper-citation-record.v1
2501.01114 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

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measured 79 of 79 standing notices

One-hop event checks from named stored sources.

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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

79 of 79 outbound references displayed

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External citation measurements

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Outbound references

Observation 3bd20ef5-28f9-4d89-aa35-7f63a6e9b8f3 · outbound

This paper cites Exploring simple and transferable recognition-aware image processing,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Exploring simple and transferable recognition-aware image processing,

Reference 1

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Observation 38398fda-ff45-4fab-b50a-cf30819eb111 · outbound

This paper cites Machine learning for medical imaging: methodological failures and recommendations for the future,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Machine learning for medical imaging: methodological failures and recommendations for the future,

Reference 2

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Observation 596a36ee-a1db-49c3-acef-5b57996a5080 · outbound

This paper cites Deep learning for medical image segmentation: tricks, challenges and future directions,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deep learning for medical image segmentation: tricks, challenges and future directions,

Reference 3

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Observation 04211547-23c1-4d73-9adc-85532192fe6b · outbound

This paper cites Deep learning in medical image analysis,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deep learning in medical image analysis,

Reference 4

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Observation d8be74cf-b1eb-43c0-8a5d-a222a1842237 · outbound

This paper cites Medical image analysis using convolutional neural networks: a review,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Medical image analysis using convolutional neural networks: a review,

Reference 5

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Observation 5b73a2b3-0b9b-4192-a027-64e39862d589 · outbound

This paper cites Deep residual learning for image recognition,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deep residual learning for image recognition,

Reference 6

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Observation 40a0ce32-4203-4e45-8272-5f5474a0661c · outbound

This paper cites A survey on vision transformer,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion A survey on vision transformer,

Reference 7

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Source-reported events for the cited work

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Observation 4b4ab24c-5c8f-48ef-b2d1-d09f029262a2 · outbound

This paper cites Fully convolutional net- works for semantic segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Fully convolutional net- works for semantic segmentation,

Reference 8

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Observation 0a31a2ae-e5b8-4266-8845-bb26f5d81538 · outbound

This paper cites Automated pulmonary embolism detection from ctpa images us- ing an end-to-end convolutional neural network,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Automated pulmonary embolism detection from ctpa images us- ing an end-to-end convolutional neural network,

Reference 9

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Source-reported events for the cited work

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Observation da73f06d-983f-4d1e-a7b7-d1e8b682b91f · outbound

This paper cites Fast and low-gpu-memory abdomen ct organ segmentation: the flare challenge,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Fast and low-gpu-memory abdomen ct organ segmentation: the flare challenge,

Reference 10

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Source-reported events for the cited work

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Observation 9764f384-1531-4f20-a05a-b00026975f5d · outbound

This paper cites Future frame prediction for robot-assisted surgery,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Future frame prediction for robot-assisted surgery,

Reference 11

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Observation 71916af5-96b8-4bd8-adb8-73d15b0fd5f8 · outbound

This paper cites A review of image enhancement techniques in medical imaging,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion A review of image enhancement techniques in medical imaging,

Reference 12

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Observation 1ded6014-22e6-4657-81f2-5b0578986beb · outbound

This paper cites An image quality enhancement scheme employ- ing adolescent identity search algorithm in the nsst domain for multimodal medical image fusion,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion An image quality enhancement scheme employ- ing adolescent identity search algorithm in the nsst domain for multimodal medical image fusion,

Reference 13

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Source-reported events for the cited work

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Observation fdd83001-9f1b-4ff9-9826-0887c7fddf84 · outbound

This paper cites A dictionary learning approach for poisson image deblurring,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion A dictionary learning approach for poisson image deblurring,

Reference 14

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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.

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Observation 45c6d7bb-eec8-4a27-8475-08e24c232283 · outbound

This paper cites Self- supervised domain adaptation for breaking the limits of low- quality fundus image quality enhancement,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Self- supervised domain adaptation for breaking the limits of low- quality fundus image quality enhancement,

Reference 15

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Source-reported events for the cited work

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Observation 4c031594-415e-4257-a5cc-85995b87d4a6 · outbound

This paper cites Transforming medical imaging with transformers? a comparative review of key properties, current progresses, and future perspec- tives,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Transforming medical imaging with transformers? a comparative review of key properties, current progresses, and future perspec- tives,

Reference 16

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Observation 667c83f7-2700-4565-af76-b930676f1030 · outbound

This paper cites A review of the deep learning methods for medical images super resolution problems,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion A review of the deep learning methods for medical images super resolution problems,

Reference 17

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Source-reported events for the cited work

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Observation 7b16cc1f-464a-4b25-a027-33305bf1118a · outbound

This paper cites Multimodal multi-head con- volutional attention with various kernel sizes for medical image super-resolution,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Multimodal multi-head con- volutional attention with various kernel sizes for medical image super-resolution,

Reference 18

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Observation d928d496-782d-44f1-8696-515324efc332 · outbound

This paper cites Medical image denoising techniques: a review,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Medical image denoising techniques: a review,

Reference 19

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Observation 7f5ff4ac-d15e-48ec-be5c-fd703f7167bd · outbound

This paper cites Image super- resolution using progressive generative adversarial networks for medical image analysis,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Image super- resolution using progressive generative adversarial networks for medical image analysis,

Reference 20

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Observation 418c550a-f5c9-40ec-a0a7-a2b75e589972 · outbound

This paper cites Psnr vs ssim: imperceptibility quality assess- ment for image steganography,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Psnr vs ssim: imperceptibility quality assess- ment for image steganography,

Reference 21

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Observation 3ba352e2-d82b-4f86-bd9c-d2590da57b3e · outbound

This paper cites Transformers in medical imaging: A survey,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Transformers in medical imaging: A survey,

Reference 22

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Source-reported events for the cited work

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Observation 178b762e-b060-447e-9b3c-6058f00a663d · outbound

This paper cites Task-driven feature pooling for image classification,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Task-driven feature pooling for image classification,

Reference 23

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Observation 43ea5cd7-b18d-4c13-85ca-508b8acdb710 · outbound

This paper cites Classification-driven dynamic image enhance- ment,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Classification-driven dynamic image enhance- ment,

Reference 24

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Observation ace71430-fb99-4c94-9cb7-51abcd05898b · outbound

This paper cites Perceptual losses for real- time style transfer and super-resolution,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Perceptual losses for real- time style transfer and super-resolution,

Reference 25

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Observation 2c95c54c-efd4-42e8-b605-3030570366b7 · outbound

This paper cites Nima: Neural image assessment,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Nima: Neural image assessment,

Reference 26

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Observation fb8bbac9-ca1e-496c-9e7f-9bfa31197276 · outbound

This paper cites Super-resolution to improve classification accuracy of low-resolution images,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Super-resolution to improve classification accuracy of low-resolution images,

Reference 27

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Observation 13394176-eac7-4600-8149-f5dfd92f1ac8 · outbound

This paper cites Defense against adversarial attacks using high-level representation guided denoiser,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Defense against adversarial attacks using high-level representation guided denoiser,

Reference 28

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Source-reported events for the cited work

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Observation 5cec3ad6-f566-4f4b-9eb6-d8a0eab03c36 · outbound

This paper cites Visual interpretability for deep learning: a survey,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Visual interpretability for deep learning: a survey,

Reference 29

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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.

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Observation 92cfbeb7-4b08-495f-8a37-f2a53c5b94ae · outbound

This paper cites Interpretability- guided inductive bias for deep learning based medical image,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Interpretability- guided inductive bias for deep learning based medical image,

Reference 30

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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.

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Observation 1ed3ae99-1631-45f4-9aff-e0686c0a5071 · outbound

This paper cites Causal intervention for weakly-supervised semantic segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Causal intervention for weakly-supervised semantic segmentation,

Reference 31

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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.

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Observation ede911f1-342d-4aca-99d3-d65c6b99c029 · outbound

This paper cites Joint learning of intrinsic images and semantic segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Joint learning of intrinsic images and semantic segmentation,

Reference 32

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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.

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Observation cc2df0b3-ae4e-457e-accc-be64cfb8e60e · outbound

This paper cites Joint learning of saliency detection and weakly supervised semantic segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Joint learning of saliency detection and weakly supervised semantic segmentation,

Reference 33

Resolution
verified fuzzy
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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.

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Observation 7ff6f64a-4a99-4f87-9863-bad24b18cb0c · outbound

This paper cites Gradient harmonized single-stage de- tector,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Gradient harmonized single-stage de- tector,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.912150Z

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.

source=pdf_text observed=2026-08-10T22:40:14.987848Z digest=sha256:a63ffb1695b2febec32119215bf23161ad719c2925ef86667e01da9a828da36f

Observation 4bac4de0-a4e9-42b6-abe1-b7c1e64800bc · outbound

This paper cites What makes training multi- modal classification networks hard?.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion What makes training multi- modal classification networks hard?

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.898037Z

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.

source=pdf_text observed=2026-08-10T22:40:14.992373Z digest=sha256:a3e702f0ca7b88d28f62f618e86650df0299d83c63395775edc449904a0f5c88

Observation 2976d00c-e1ea-4dad-a212-bacb5012aba9 · outbound

This paper cites Auxiliary learning for deep multi-task learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Auxiliary learning for deep multi-task learning,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.882869Z

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.

source=pdf_text observed=2026-08-10T22:40:14.997660Z digest=sha256:9d66a069869fbfd144428adb0ea1132838754134f779532da0b1f6acf6176d4a

Observation 11d00f6c-944b-4d78-aec1-a1124e02ba33 · outbound

This paper cites Prompt-aligned gradient for prompt tuning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Prompt-aligned gradient for prompt tuning,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.865272Z

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.

source=pdf_text observed=2026-08-10T22:40:15.002352Z digest=sha256:fc6c975ccc74739d1abf95e735bf9a4b0803f7166ab0f0391b79b427c37ed408

Observation d081ef16-8e94-43f2-9654-f8de5e2d83cc · outbound

This paper cites Photo- realistic single image super-resolution using a generative adver- sarial network,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Photo- realistic single image super-resolution using a generative adver- sarial network,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.850621Z

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.

source=pdf_text observed=2026-08-10T22:40:15.007586Z digest=sha256:58181a8e7808003c7ec3cded3fa1393500d86077e167e97883d328f8c8e83064

Observation a82191c9-b4d7-4329-a6ce-c904b3cef9f2 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion U-net: Convolutional networks for biomedical image segmentation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.836720Z

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.

source=pdf_text observed=2026-08-10T22:40:15.012231Z digest=sha256:f799310e0bb195c7cc1c14dcf201c50c0b8f89790f3504e73a57608e72d14965

Observation fea078bd-2fa1-4d3b-8201-b679147e549b · outbound

This paper cites Skin lesion analysis toward melanoma detection 2018: A chal- lenge hosted by the international skin imaging collaboration (isic),.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Skin lesion analysis toward melanoma detection 2018: A chal- lenge hosted by the international skin imaging collaboration (isic),

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.821938Z

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.

source=pdf_text observed=2026-08-10T22:40:15.016901Z digest=sha256:90a203b3ce5c852ac00d605ec73ba59215b70b14dee41c697b51b2ff6c43676c

Observation cc0e5e99-3119-40b2-9cd4-ab8edcb74e78 · outbound

This paper cites Covid-ct- dataset: a ct scan dataset about covid-19,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Covid-ct- dataset: a ct scan dataset about covid-19,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.806954Z

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.

source=pdf_text observed=2026-08-10T22:40:15.021518Z digest=sha256:ec4f58708b9965dd46a346562c2859d5e40e00493378cbf3e3d33d12d744dfcd

Observation 2c2964aa-6177-489a-80c3-3ff5d6451038 · outbound

This paper cites Lizard: a large-scale dataset for colonic nuclear instance segmentation and classification,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Lizard: a large-scale dataset for colonic nuclear instance segmentation and classification,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.791562Z

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.

source=pdf_text observed=2026-08-10T22:40:15.025936Z digest=sha256:4f792fd64fcab12171a3e82652016a3b9255d9327e6f75fbf6d679f01e4cfc23

Observation 3370f591-aa51-4b80-81fc-4b6775639dc9 · outbound

This paper cites Deep learning for segmentation using an open large-scale dataset in 2d echocardiography,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deep learning for segmentation using an open large-scale dataset in 2d echocardiography,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.776246Z

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.

source=pdf_text observed=2026-08-10T22:40:15.030385Z digest=sha256:d49b95a5f27474dd6ff426a5c1692cb979bd6f7d2f70be1c5784baa4dae389b8

Observation 32d6c03b-616b-433d-83d7-fcc52af193a6 · outbound

This paper cites Higcin: Hierarchical graph-based cross inference network for group activity recogni- tion,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Higcin: Hierarchical graph-based cross inference network for group activity recogni- tion,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.760867Z

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.

source=pdf_text observed=2026-08-10T22:40:15.035270Z digest=sha256:cce84c8a83406f2945b74ce489e81130f20be45c4ce11718478f168d8665a26b

Observation d65ecfb3-9c27-4bc9-b6a1-587989c5db11 · outbound

This paper cites Generative adversarial network in medical imaging: A review,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Generative adversarial network in medical imaging: A review,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.746617Z

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.

source=pdf_text observed=2026-08-10T22:40:15.039611Z digest=sha256:050768e657002c2b6267ccdd49ba662b5700025d420fb9bdbf44928b412a99d6

Observation b132613c-60c4-4aaf-a03a-c7c886af3dac · outbound

This paper cites Progressive instance- aware feature learning for compositional action recognition,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Progressive instance- aware feature learning for compositional action recognition,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.732111Z

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.

source=pdf_text observed=2026-08-10T22:40:15.043762Z digest=sha256:34784b47591e96dbb0882b5f9e71576afb484d1db3ab242218daa8977eff12f0

Observation fad6b668-dbcc-4ddc-8175-9742fce4db30 · outbound

This paper cites A new frame- work of designing iterative techniques for image deblurring,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion A new frame- work of designing iterative techniques for image deblurring,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.717745Z

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.

source=pdf_text observed=2026-08-10T22:40:15.048048Z digest=sha256:9ecd5a41ed8e6dcf0d3afa5b55651a004545a41dae0a2f4eac662155ed15aeae

Observation 6db9888c-93d7-430c-bb39-fc9e754c733c · outbound

This paper cites Deep semantic statistics matching (d2sm) denoising network,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deep semantic statistics matching (d2sm) denoising network,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.702189Z

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.

source=pdf_text observed=2026-08-10T22:40:15.052520Z digest=sha256:4f32e60feeb6d8a4747d084008c19e96eb5f2298fac3daafb7c3fcf50d38d2a3

Observation fc1da56b-5cba-427c-96e7-a57dc428ed0c · outbound

This paper cites Multitask learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Multitask learning,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.687071Z

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.

source=pdf_text observed=2026-08-10T22:40:15.056893Z digest=sha256:6ff18959405696ff3efcf6533a3377b36910813e43f059da9cc7aa8db41c2099

Observation 9a216fc2-573d-4e15-8069-0140860fe95b · outbound

This paper cites An overview of multi-task learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion An overview of multi-task learning,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.671370Z

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.

source=pdf_text observed=2026-08-10T22:40:15.061338Z digest=sha256:d1646b24e65a6de2fbc11d6a9fac1ef7a20bb01567b9be3d1b8c5c56c33ec5d5

Observation 19448f65-2b3b-440f-839e-31fe8b5144de · outbound

This paper cites Multi-task learning as multi-objective optimization,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Multi-task learning as multi-objective optimization,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.654820Z

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.

source=pdf_text observed=2026-08-10T22:40:15.065803Z digest=sha256:2efc135bba17c30476a4610e01d1cb1292438b43550d00331ec0778ca44142df

Observation ee7fbae4-1854-493c-b1af-c5f0830bb800 · outbound

This paper cites Deepsaliency: Multi-task deep neural network model for salient object detection,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deepsaliency: Multi-task deep neural network model for salient object detection,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.639744Z

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.

source=pdf_text observed=2026-08-10T22:40:15.070811Z digest=sha256:3b6f3b16f9d52f2373adde2c262784a45b2466f33649e2eadfa8ae07ffbc2a30

Observation abd47860-940e-4644-a8c9-8765a3f84b6f · outbound

This paper cites Cae-great: Convolutional-auxiliary efficient graph reasoning transformer for dense image predictions,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Cae-great: Convolutional-auxiliary efficient graph reasoning transformer for dense image predictions,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.624857Z

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.

source=pdf_text observed=2026-08-10T22:40:15.075176Z digest=sha256:e979ec26adde04ba9d76dc04c0e73e54e7d9c22a835cbd5ad5fe942f4b6a1b67

Observation defbf6f6-2513-4188-ad3d-1e96777213c5 · outbound

This paper cites Residual multi-task learning for facial landmark localization and expression recognition,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Residual multi-task learning for facial landmark localization and expression recognition,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.609622Z

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.

source=pdf_text observed=2026-08-10T22:40:15.079635Z digest=sha256:c0dd1715cb184c983edb88c02bd208a6b261977805f1eb65bb0c4a6b60582e83

Observation 67c31676-37e7-457c-acf6-ff3bc8ca5337 · outbound

This paper cites From show to tell: a survey on deep learning- based image captioning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion From show to tell: a survey on deep learning- based image captioning,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.596020Z

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.

source=pdf_text observed=2026-08-10T22:40:15.083964Z digest=sha256:6316d51ba6330d5d4f9f10b15a2ddde6097929973afd9aac9767c8bbb95a7861

Observation a0e4c17d-a473-418e-a55c-3d4256114f62 · outbound

This paper cites Auxiliary tasks in multi-task learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Auxiliary tasks in multi-task learning,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.581961Z

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.

source=pdf_text observed=2026-08-10T22:40:15.088369Z digest=sha256:0a35d421d467c602d65e36e2cee6bd31b8029931595d24b8d626bb7d9657d3e7

Observation 58818c16-aa55-4d13-98c1-81a18d3684fa · outbound

This paper cites Gradient surgery for multi-task learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Gradient surgery for multi-task learning,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.566497Z

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.

source=pdf_text observed=2026-08-10T22:40:15.092934Z digest=sha256:a8303a678f88066c1a9b9239fdb38d5f53e78f935a11a816dd550a24cd98fa3c

Observation b9664d66-e317-43f0-bea7-c7306ebef7db · outbound

This paper cites On the effect of auxiliary tasks on representation dynamics,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion On the effect of auxiliary tasks on representation dynamics,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.550273Z

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.

source=pdf_text observed=2026-08-10T22:40:15.097252Z digest=sha256:0b5e75b68f2e4ad08867ea27d764b6c35e13bd6d43b1adea0d94257048b8d91c

Observation f425434a-271a-4a65-a118-e0124c92ed07 · outbound

This paper cites Auxiliary task reweighting for minimum-data learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Auxiliary task reweighting for minimum-data learning,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.534156Z

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.

source=pdf_text observed=2026-08-10T22:40:15.101417Z digest=sha256:e5e7d1e348b83e59094ceb0621eac32fabc91a0596cab6e29fa9e340c1087f11

Observation 74dcb154-9954-48da-8d77-c12af15da78f · outbound

This paper cites Self-supervised generalisation with meta auxiliary learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Self-supervised generalisation with meta auxiliary learning,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.519544Z

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.

source=pdf_text observed=2026-08-10T22:40:15.106056Z digest=sha256:5a68472003e9495089e6a2f2b162d38eacce9803d9bf5a0d26a7baceb34aebb5

Observation 308c26e4-241a-44ed-bce5-367eac7a7b68 · outbound

This paper cites Adaptive auxiliary task weighting for reinforcement learning,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Adaptive auxiliary task weighting for reinforcement learning,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.504985Z

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.

source=pdf_text observed=2026-08-10T22:40:15.110306Z digest=sha256:8f24fed3913955334da0507dd5939dc4afeabaf3eaf4649101d0cf1850a3ac31

Observation 1ad40fce-93e7-44ca-9071-e26b1cd74ec9 · outbound

This paper cites Adapting auxiliary losses using gradient similarity,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Adapting auxiliary losses using gradient similarity,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.489440Z

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.

source=pdf_text observed=2026-08-10T22:40:15.114716Z digest=sha256:e2725227b15fea243de52bfd7e173583141e5fe60c2485d7ae3251364eaf0db9

Observation 638e4310-d43d-448b-83e5-76e82608db77 · outbound

This paper cites Im- agenet: A large-scale hierarchical image database,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Im- agenet: A large-scale hierarchical image database,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.473876Z

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.

source=pdf_text observed=2026-08-10T22:40:15.119213Z digest=sha256:c28e8a7a0e86ef561a4a2b86cc9a036097491be8ff70fc63346dcb50081ed41d

Observation b5e08078-3986-4867-8dc6-b5b996073dbc · outbound

This paper cites Self- regulation for semantic segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Self- regulation for semantic segmentation,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.458423Z

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.

source=pdf_text observed=2026-08-10T22:40:15.123465Z digest=sha256:8f39a75e76c91f7763ba157206ac796f91092cd98ce19374c2181e996f6196f5

Observation 4ad5349f-10fa-4796-84fb-d67cfb85f949 · outbound

This paper cites Atten- tion deeplabv3+: Multi-level context attention mechanism for skin lesion segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Atten- tion deeplabv3+: Multi-level context attention mechanism for skin lesion segmentation,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.443762Z

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.

source=pdf_text observed=2026-08-10T22:40:15.128753Z digest=sha256:cc81e10334c0c8434a10d191747bcdeaa642d6707f5106a56a1ab5619a29d529

Observation 678adaae-34df-4dd5-8f55-8f71b13cdf3b · outbound

This paper cites A novel fuzzy hierarchical fusion attention convolution neural network for med- ical image super-resolution reconstruction,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion A novel fuzzy hierarchical fusion attention convolution neural network for med- ical image super-resolution reconstruction,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.428699Z

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.

source=pdf_text observed=2026-08-10T22:40:15.133008Z digest=sha256:4d58427cf8d5c2659f94d47fa2f20d5c4a23aed10ec3a4b58cc87f532dde9702

Observation 3a4f88a0-2f91-4055-ac11-887191c4ed61 · outbound

This paper cites Unet++: A nested u-net architecture for medical image seg- mentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Unet++: A nested u-net architecture for medical image seg- mentation,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.414068Z

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.

source=pdf_text observed=2026-08-10T22:40:15.137481Z digest=sha256:535d5f065d53d0a873c219f97db212e6c0de2647f40a0603d5ccb26dc32ff09a

Observation 2a0167d3-5857-41db-9254-c8f7eba91531 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Pytorch: An imperative style, high-performance deep learning library,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.399994Z

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.

source=pdf_text observed=2026-08-10T22:40:15.142328Z digest=sha256:09e4a99a7f462fd7d6748a06e1d88cdb43280d00622ee1cc00ae13d4f6c9ce28

Observation e5ddd478-dbe7-4a40-9ae1-cffe02c31cd5 · outbound

This paper cites Adam: A method for stochastic optimiza- tion,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Adam: A method for stochastic optimiza- tion,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.385590Z

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.

source=pdf_text observed=2026-08-10T22:40:15.146872Z digest=sha256:206ace8e6be16848dddc2fc0faccd5d18d4841f64ea6066e705e3c5401159b13

Observation 6e050454-c65b-4da6-8881-2d4e11fba097 · outbound

This paper cites Winnet: Wavelet-inspired invertible network for image denoising,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Winnet: Wavelet-inspired invertible network for image denoising,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.370676Z

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.

source=pdf_text observed=2026-08-10T22:40:15.151138Z digest=sha256:642e430f6872356370836b01d2ff876700c9e0d27f1544ed9a89c50ea1e822cb

Observation ee026e2f-aa0b-43ab-b42c-7efece6f2cb0 · outbound

This paper cites Single image super-resolution based on direc- tional variance attention network,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Single image super-resolution based on direc- tional variance attention network,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.356382Z

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.

source=pdf_text observed=2026-08-10T22:40:15.155568Z digest=sha256:271e5d7054fe60c7607561fe6757aeb30c298f59d3f762c6bd5f66c754963116

Observation b32b5717-3d66-4dcf-bad7-421a7bbbc2c1 · outbound

This paper cites Federated domain gen- eralization for image recognition via cross-client style transfer,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Federated domain gen- eralization for image recognition via cross-client style transfer,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.342709Z

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.

source=pdf_text observed=2026-08-10T22:40:15.160218Z digest=sha256:299af0e1530888631e0b3e3953e0c37e8a06525002fb8024f1091364101ccebb

Observation e56df16d-e01b-402d-b201-6fb838c32cc8 · outbound

This paper cites Segmentation- aware image denoising without knowing true segmentation,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Segmentation- aware image denoising without knowing true segmentation,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.329002Z

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.

source=pdf_text observed=2026-08-10T22:40:15.165060Z digest=sha256:01227c69ac0a9c5c113c195f04f85557d041c0887b402dd010534711857a4fe6

Observation 5c9e7c59-2d2a-498c-8c87-d6663145ad1c · outbound

This paper cites Deep image denoising with adaptive priors,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Deep image denoising with adaptive priors,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.313249Z

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.

source=pdf_text observed=2026-08-10T22:40:15.169517Z digest=sha256:507ea71a11bb809ffe1a0a5d41e500ed4410ec9e992d7b7669993a6578a5bec1

Observation 73c49067-8484-44bf-9d47-c3d8beca8aca · outbound

This paper cites Nafssr: stereo image super-resolution using nafnet,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Nafssr: stereo image super-resolution using nafnet,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.296489Z

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.

source=pdf_text observed=2026-08-10T22:40:15.173920Z digest=sha256:6d456a0b98d7ab39198df5fb0d7299080ccc346bf0a236f6f0566d2ae99a4e57

Observation 4cf29d4a-c89b-48ce-a464-466e255145b4 · outbound

This paper cites Residual local feature network for efficient super-resolution,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Residual local feature network for efficient super-resolution,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.281527Z

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.

source=pdf_text observed=2026-08-10T22:40:15.178421Z digest=sha256:0a7ae865c80b76ad82d3bdf15552e8090132ad8d5bfc5f028d9201c3d763f59d

Observation d459c2ee-cbb6-48d1-a56f-d76d26109511 · outbound

This paper cites Dehazing Ultrasound using Diffusion Models.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Dehazing Ultrasound using Diffusion Models

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:40:15.235996Z

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.

source=pdf_text observed=2026-08-10T22:40:15.182685Z digest=sha256:d9a144605ff835c290d814632a35f523cd0c41df94310efd16856bb416b3b34a

Observation 667431b1-84bf-4d03-94ea-7d42f43545d5 · outbound

This paper cites Semi- supervised segmentation of echocardiography videos via noise- resilient spatiotemporal semantic calibration and fusion,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Semi- supervised segmentation of echocardiography videos via noise- resilient spatiotemporal semantic calibration and fusion,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.266281Z

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.

source=pdf_text observed=2026-08-10T22:40:15.187539Z digest=sha256:79c91291517b974d13ae9f87157216e1e91d52cb6ac4c7fa7fa9ade923b9693c

Observation 0f4239d7-1d14-44d1-8f2f-ddfb71e6bd6c · outbound

This paper cites Supervision by denoising,.

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Supervision by denoising,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:15.251181Z

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.

source=pdf_text observed=2026-08-10T22:40:15.191955Z digest=sha256:1eb5def4de7df64c28cf1c2e5b0409f25908a99d65d8d3598c02f43dc23c3ab3

Pith citing papers

No inbound Pith citation observations are available.