Paper Citation Record · LEDGER

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation

As of 13 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2502.00563.

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

pith.paper-citation-record.v1
2502.00563 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:36:05.861020Z

measured 44 of 44 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

44 of 44 outbound references displayed

verified exact2
verified fuzzy20
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 116870a7-6ead-499c-92d3-11210e395da9 · outbound

This paper cites write newline.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.614259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf1a3b4e-850d-4e82-9bae-4bc14a3e45f8 · outbound

This paper cites S., Vishwanathan, A., and Berger, D.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation S., Vishwanathan, A., and Berger, D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.309566Z

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 18f2481c-cc7b-4f8c-8224-02db59aaef1c · outbound

This paper cites Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.622374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7640e92-a254-4525-9d0e-9b8ce3569d35 · outbound

This paper cites A computational approach to edge detection.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation A computational approach to edge detection

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.299027Z

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 b0c6be23-9754-4d82-9620-e4b7b7df582d · outbound

This paper cites TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.629310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c50cc9-ef73-4a08-8bab-a5068394b6c4 · outbound

This paper cites I., Waldner, F., Caccetta, P., and Wu, C.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation I., Waldner, F., Caccetta, P., and Wu, C

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.287608Z

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 f5073a95-c240-4397-9024-476532f2b578 · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.636029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2668c46e-1e4b-4f5d-8fcb-0194a546b578 · outbound

This paper cites Fixed-point deformable u-net for pancreas ct segmentation.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Fixed-point deformable u-net for pancreas ct segmentation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.268677Z

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 974d28fd-0279-4f28-875c-27ee885af282 · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.257832Z

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 5474eee8-1b6d-48dd-903e-8157310af7fd · outbound

This paper cites Multi-instance imbalance semantic segmentation by instance-dependent attention and adaptive hard instance mining.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Multi-instance imbalance semantic segmentation by instance-dependent attention and adaptive hard instance mining

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.246133Z

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 faac2eab-0470-4741-abf2-92497c7f2cd5 · outbound

This paper cites and Salcudean, S.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation and Salcudean, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.234931Z

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 cad9ad3a-bdf5-4691-be0e-a641e25e072a · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.225263Z

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 93308180-a895-49f1-b9b8-05a25ed2d047 · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.215627Z

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 da771d10-1440-4ce2-90ef-6efd9a0b6731 · outbound

This paper cites B., Bhatia, H., Loehr, T., Piraud, M., et al.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation B., Bhatia, H., Loehr, T., Piraud, M., et al

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.205084Z

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 ce278bad-97ac-4a25-b31e-7d2040a0692c · outbound

This paper cites Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-09T18:36:05.932716Z

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 7d1ddc32-040c-4154-83bf-618bd4523bfa · outbound

This paper cites Feature pyramid networks for object detection.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Feature pyramid networks for object detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.668528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf997d1d-3823-42a7-a4ae-6542b334296c · outbound

This paper cites Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.671752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e7ac46f-29f8-49bc-bf9e-207c9aef004b · outbound

This paper cites Boundary learning by using weighted propagation in convolution network.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Boundary learning by using weighted propagation in convolution network

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.187786Z

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 57228a41-b241-4b4b-972e-48f5971c9c0e · outbound

This paper cites Fully convolutional networks for semantic segmentation.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Fully convolutional networks for semantic segmentation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.786877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d20fc21-1d0d-4ae1-961e-5ffc617b657d · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.170636Z

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 23705d2e-2032-4438-aace-35a6f4589ca6 · outbound

This paper cites V-net: Fully convolutional neural networks for volumetric medical image segmentation.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation V-net: Fully convolutional neural networks for volumetric medical image segmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.793525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a2a1d9-f8ad-4344-8976-20e7b2643ac4 · outbound

This paper cites Machine Learning for Aerial Image Labeling.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Machine Learning for Aerial Image Labeling

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.153232Z

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 0f7dc7bc-6aa8-4f1c-9c1a-7281e5211cb0 · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.142975Z

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 20a6f0a1-7703-43fb-a645-aa745607db67 · outbound

This paper cites Attention U-Net: Learning Where to Look for the Pancreas.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Attention U-Net: Learning Where to Look for the Pancreas

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.801866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13b4d919-fc46-4b4d-b0ce-2ccada8258cf · outbound

This paper cites Persistent homology with improved locality information for more effective delineation.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Persistent homology with improved locality information for more effective delineation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.132721Z

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 bc5d8b9a-7a14-42a2-a8cf-59a3d1ca4ceb · outbound

This paper cites and Simoncelli, E.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation and Simoncelli, E

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.122446Z

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 8bd80b25-5331-4d4f-a97a-33be1fb05176 · outbound

This paper cites Wavelet-based Loss for High-frequency Interface Dynamics.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Wavelet-based Loss for High-frequency Interface Dynamics

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-09T18:36:05.896956Z

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 0d182235-c0a8-40ad-ada7-e5f09e70a44f · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.111743Z

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 20322c78-48b7-4362-85a9-fc314f6d2b95 · outbound

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

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation U-net: Convolutional networks for biomedical image segmentation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.815884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4812ca4-a5f5-4bc5-9df7-cec83ea580dd · outbound

This paper cites and Doll \'a r, G.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation and Doll \'a r, G

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.818494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 878ea05e-ad43-4f0f-b1ec-8acb0adbdf62 · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.087508Z

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 c54a044f-cf4c-49ab-9943-ecea833a5e17 · outbound

This paper cites P., Wang, Z., Gupta, S., Bovik, A.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation P., Wang, Z., Gupta, S., Bovik, A

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.077873Z

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 5c1030b0-fe25-4849-a2f2-25926dacd011 · outbound

This paper cites C., Sekuboyina, A., Ezhov, I., Unger, A., Zhylka, A., Pluim, J.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation C., Sekuboyina, A., Ezhov, I., Unger, A., Zhylka, A., Pluim, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.067122Z

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 68728506-7098-4cb2-b9d3-abcc1082dfc6 · outbound

This paper cites P., Freeman, W.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation P., Freeman, W

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.055532Z

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 940ac45f-26f2-4544-871a-1d282849d03b · outbound

This paper cites P., Chen, H., Qi, X., Heng, P.-A., Guo, Y.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation P., Chen, H., Qi, X., Heng, P.-A., Guo, Y

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.046572Z

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 c49b9c9a-da46-41bc-ac5d-2b9d5cdbc833 · outbound

This paper cites D., Niemeijer, M., Viergever, M.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation D., Niemeijer, M., Viergever, M

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.036293Z

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 dd9a69eb-8fc6-4e76-a14e-049b95f5ff70 · outbound

This paper cites C., Shit, S., Menze, B., and Bauer, U.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation C., Shit, S., Menze, B., and Bauer, U

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:06.026191Z

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 d30fd573-06d4-4f44-ae94-8d44f5b1d49e · outbound

This paper cites X., Epps, J., and Bailey, J.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation X., Epps, J., and Bailey, J

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.843155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7cd695e-b930-4f4c-8d34-ecf1f0322020 · outbound

This paper cites C., Sheikh, H.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation C., Sheikh, H

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.845984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf8b16f-9a68-4aee-b92b-ff1547cc51f4 · outbound

This paper cites an unresolved cited work.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:36:06.003527Z

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 58bed181-6863-432e-ba00-9eb7831f3579 · outbound

This paper cites H., and Tsai, Y.-C.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation H., and Tsai, Y.-C

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:05.993127Z

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 c9e7fb90-92c0-48da-a7be-4a36f77ebcf0 · outbound

This paper cites Region mutual information loss for semantic segmentation.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Region mutual information loss for semantic segmentation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:05.982683Z

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 9a9549da-97b2-4c1d-9171-9508a9021af6 · outbound

This paper cites M., Tajbakhsh, N., and Liang, J.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation M., Tajbakhsh, N., and Liang, J

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:05.858089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed7307c-4942-49c9-a236-deaeb8176ef9 · outbound

This paper cites Wavelet loss function for auto-encoder.

Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation Wavelet loss function for auto-encoder

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:36:05.964311Z

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

No inbound Pith citation observations are available.