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Paper Citation Record · LEDGER

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing

As of 22 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 1 inbound Pith citation observation for arXiv:2507.01275.

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

pith.paper-citation-record.v1
2507.01275 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:05:17.413251Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T19:25:14.251589Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T15:41:52.878375Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact1
  • verified fuzzy58
  • unresolved10
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f075052e-5a2a-4001-8811-5ef2f36b8004 · outbound

This paper cites I-HAZE: A dehazing bench- mark with real hazy and haze-free indoor images.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing I-HAZE: A dehazing bench- mark with real hazy and haze-free indoor images

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation be8ffddb-942f-47bb-b9ca-d3ee3481266a · outbound

This paper cites O-HAZE: a dehazing bench- mark with real hazy and haze-free outdoor images.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing O-HAZE: a dehazing bench- mark with real hazy and haze-free outdoor images

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.650522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 5a2748b5-9b04-44da-9b96-c2f3bf47a61b · outbound

This paper cites Non-local image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Non-local image dehazing

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation eee77822-6188-4358-9fe3-0152ac83db1d · outbound

This paper cites Single im- age dehazing using haze-lines.IEEE TPAMI, 42(3):720–734,.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Single im- age dehazing using haze-lines.IEEE TPAMI, 42(3):720–734,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation d641e1bd-26b1-4ba4-89ac-e1306c723a1f · outbound

This paper cites DehazeNet: An end-to-end system for single image haze removal.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing DehazeNet: An end-to-end system for single image haze removal

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 65d8d596-00f3-4194-8cca-d2d28406679d · outbound

This paper cites Simple baselines for image restoration.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Simple baselines for image restoration

Reference 6

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unresolved
no resolver link, observed 2026-08-06T21:05:11.347388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:11.347388Z digest=sha256:f7c9a0d62a01dbce0b33f1d8a60df8c56e81b5d8f7e96f76f7c5c1e94d08af50

Observation f2007b36-00e7-4a37-88ba-902bad28c46e · outbound

This paper cites Unpaired deep image dehazing using contrastive disentan- glement learning.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Unpaired deep image dehazing using contrastive disentan- glement learning

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:11.519344Z digest=sha256:d0b69d8c8888e30599acd513b8e8da4db41ab38ccff7c280a50b4da851834bce

Observation 9319e8a5-3078-4d18-ad20-2e621abb34ab · outbound

This paper cites PSD: Principled synthetic-to-real dehazing guided by physi- cal priors.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing PSD: Principled synthetic-to-real dehazing guided by physi- cal priors

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:11.617812Z digest=sha256:23dd9251d9006e765ecc113f5a2ebf6f8e418070216c975a0fff0111dbb146bf

Observation f0fd5ba4-e075-45da-a3b9-3cd3645aac26 · outbound

This paper cites Prompt-based test-time real image dehazing: a novel pipeline.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Prompt-based test-time real image dehazing: a novel pipeline

Reference 9

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raw_fallback, observed 2026-08-06T21:05:23.586729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:11.749264Z digest=sha256:2634d81c25dc68f764016d6b570022f6cf3c92e6cf3fa35055877cdc6046b15b

Observation db81a91d-e88b-4588-a8bf-9888f50db7e0 · outbound

This paper cites Hierarchical integration diffusion model for realistic image deblurring.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Hierarchical integration diffusion model for realistic image deblurring

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:11.828638Z digest=sha256:c4a6614f8b8a861dd3befdacb83ebc79e3243055ed4d6efe05791559a43d4bf0

Observation 11d35a42-8c91-4ae0-af8a-1338d8adb54b · outbound

This paper cites Ref- erenceless prediction of perceptual fog density and percep- tual image defogging.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Ref- erenceless prediction of perceptual fog density and percep- tual image defogging

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.568363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:11.947603Z digest=sha256:949c49ab11763bfbbe2c19ffc48e746deac3e40de76cdbcf734e9cf45da85e3c

Observation 869e7a37-9e4e-4eb4-8405-2c4e3d6c89e5 · outbound

This paper cites HardGAN: A haze-aware representation distillation gan for single image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing HardGAN: A haze-aware representation distillation gan for single image dehazing

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.560337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:12.043717Z digest=sha256:c404a106b031f0127f45ab83e30b419d1afd8b262befebaf1aba62827b227f21

Observation d28d4bec-f356-4b82-a960-569a8a0c8882 · outbound

This paper cites Multi-scale boosted de- hazing network with dense feature fusion.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Multi-scale boosted de- hazing network with dense feature fusion

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.551609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:12.130028Z digest=sha256:ad7e8882af032dc7944aed5225ab94522c19a16ad297babbd9e42699d1183583

Observation d27c84ee-8148-43b4-ae28-3f679cc7361f · outbound

This paper cites An image is worth 16x16 words: Trans- formers for image recognition at scale.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing An image is worth 16x16 words: Trans- formers for image recognition at scale

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.543065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:12.210716Z digest=sha256:93b51c6759d2093883020709a1d66761c251b2230a40c4204c5337ef49938891

Observation f3dea14b-73ae-49c9-afa5-6c73eaa9e56f · outbound

This paper cites Cycle- Dehaze: Enhanced cyclegan for single image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Cycle- Dehaze: Enhanced cyclegan for single image dehazing

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.534625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:12.324901Z digest=sha256:08a5b2d76913cbd96e917d9322d479eff52b65435890157e6e65123acc45ce4b

Observation e9161354-a5c3-4694-b7e6-949118411494 · outbound

This paper cites Neural sparse representa- tion for image restoration.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Neural sparse representa- tion for image restoration

Reference 16

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unresolved
no resolver link, observed 2026-08-06T21:05:12.436589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:12.436589Z digest=sha256:dd0672d03761dd8d6cc44d9c260f1e1673fd12fe51ea02f75c2b3178fa2c89e9

Observation e8709bf4-e566-4987-a088-19d0f2753a3d · outbound

This paper cites Real-world image dehazing with coherence-based pseudo la- beling and cooperative unfolding network.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Real-world image dehazing with coherence-based pseudo la- beling and cooperative unfolding network

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.519048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 3fbc10b7-cd0f-4d35-97cb-cea70b869954 · outbound

This paper cites Dehazing using color-lines.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Dehazing using color-lines

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation af1dc5c1-414e-4ca7-a8b5-85b4c4724aef · outbound

This paper cites Single image haze removal using dark channel prior.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Single image haze removal using dark channel prior

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.502067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:12.735303Z digest=sha256:e27025d1f6237214f143e1191dadc3fac661b8092dc49fe53fc42e05437d9d49

Observation fb20ce73-98c3-4058-a706-623bc77dec1c · outbound

This paper cites Deep residual learning for image recognition.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Deep residual learning for image recognition

Reference 20

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:12.821147Z digest=sha256:d1558dc72c9004d9826857cb3eef7ef52353983884184beae78c420bde20ff61

Observation ee9eb57a-6c39-402c-a635-f09d4c785943 · outbound

This paper cites Denoising diffu- sion probabilistic models.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Denoising diffu- sion probabilistic models

Reference 21

Resolution
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raw_fallback, observed 2026-08-06T21:05:23.488739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 214b5097-8d63-416c-aba8-000d0472ae7e · outbound

This paper cites Squeeze-and-excitation net- works.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Squeeze-and-excitation net- works

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 1d3359a7-fa35-4392-b841-8c6f905d1955 · outbound

This paper cites Spatial transformer networks.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Spatial transformer networks

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 263066af-8208-4391-8778-3729eff62c7e · outbound

This paper cites Denoising diffusion restoration models.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Denoising diffusion restoration models

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.462115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:13.222005Z digest=sha256:147514594b92cf3992ec213c77d20978423b299ddcdd9b695b3d945fd5f91252

Observation bd73861e-4e52-4a97-b0ee-89791a864496 · outbound

This paper cites Auto-encoding variational bayes.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Auto-encoding variational bayes

Reference 25

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no resolver link, observed 2026-08-06T21:05:13.307951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 829f607a-12cd-4051-8ce0-d41d16432c23 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Adam: A Method for Stochastic Optimization

Reference 26

Resolution
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no resolver link, observed 2026-08-06T21:05:13.384857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:13.384857Z digest=sha256:aff06aac39b1b1989ae43fc726d0e95e50f990115b2225eb53775208bbd615c6

Observation 29a5d693-8fb4-4f23-a144-1fc838951ffb · outbound

This paper cites AOD-Net: All-in-one dehazing network.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing AOD-Net: All-in-one dehazing network

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.448446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:13.464316Z digest=sha256:8a150f2928c5b4a58fee8e914e4cd1847cff04bbac68c4e06c67ecc717f0075a

Observation d9599794-ba23-46d7-a4f1-3b38c0beb5f2 · outbound

This paper cites Benchmarking single- image dehazing and beyond.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Benchmarking single- image dehazing and beyond

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.439974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:13.553540Z digest=sha256:72956d228be2c59fa6ff9affdd9936fbf9847be9ec3c7ec06c5c5db47c32c2ac

Observation ef7db191-7b56-4f9a-859b-f30e1e7aa181 · outbound

This paper cites You only look yourself: Un- supervised and untrained single image dehazing neural net- work.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing You only look yourself: Un- supervised and untrained single image dehazing neural net- work

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.423568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:13.741418Z digest=sha256:66048fd14252f32289680e43c2a2e58a6fbee277cdce27590d1f91ec9f0703b8

Observation 7d831a52-4b1e-43ed-9d06-43210fdaf6ee · outbound

This paper cites Embedding fourier for ultra-high-definition low-light image enhancement.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Embedding fourier for ultra-high-definition low-light image enhancement

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.415284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:13.816371Z digest=sha256:daf6247a882575655dcaa34e624d05862130bda2f123a602f2493cd3f87d104b

Observation 6055daab-152c-4637-bc21-72e091f346da · outbound

This paper cites Detection- friendly dehazing: Object detection in real-world hazy scenes.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Detection- friendly dehazing: Object detection in real-world hazy scenes

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.407382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:13.937708Z digest=sha256:001a9bfe084506e7d3614b2e3c99e6f7973f71ea7bce37fbe195964eaf030b73

Observation fa54c453-2614-4897-9cb5-7213943e2c04 · outbound

This paper cites Rethinking diffusion model for multi-contrast mri super-resolution.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Rethinking diffusion model for multi-contrast mri super-resolution

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.398607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.015104Z digest=sha256:641ffefad59fb30afac8a766887765def87612a4b8613d171afb21be4a3dac86

Observation 5100e80a-98b7-4796-b88b-b00af7453e89 · outbound

This paper cites an unresolved cited work.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Unresolved cited work

Reference 33

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T21:05:23.611314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:11.431524Z digest=sha256:d8932a9d9886cd581a8dadc256f0dc6eb2fa8065ff0f3fcfb24f067c9e81751b

Observation 954556e4-9be1-4ec4-9e88-1f2d39a5c158 · outbound

This paper cites Grid- dehazenet: Attention-based multi-scale network for image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Grid- dehazenet: Attention-based multi-scale network for image dehazing

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.379839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.198495Z digest=sha256:0b5b3d8571ab08b9c3522c88915ae489c3af368de8d6cc7380c7d4b0b4030659

Observation 4348e5b4-a158-4933-9ecb-abca413dd181 · outbound

This paper cites End- to-end single image fog removal using enhanced cycle con- 11 sistent adversarial networks.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing End- to-end single image fog removal using enhanced cycle con- 11 sistent adversarial networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.389459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.094889Z digest=sha256:0a2049aa86a1b56669333ed71f6e3be833f081f11dc6ba22f515e716f80a1f86

Observation ebb168e7-233a-48ae-9d69-4adf74a09d99 · outbound

This paper cites Repaint: Inpainting using denoising diffusion probabilistic models.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Repaint: Inpainting using denoising diffusion probabilistic models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.362247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.407345Z digest=sha256:971d99de709a4358281c396f163931d2bebb842bdc5c52e28af1786249ff2b60

Observation 2033b1eb-13c7-4083-afb3-fcd2e8abcefa · outbound

This paper cites Learning deep priors for image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Learning deep priors for image dehazing

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.370792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.286357Z digest=sha256:3c4f646ad04e2d650c38f058031e2b7d087daf633933fbcb3b6188eabdfce077

Observation ad0b1b50-d4ad-4ff5-a4ce-0474ec2940c8 · outbound

This paper cites Vision and the atmosphere.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Vision and the atmosphere

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.345680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.618432Z digest=sha256:920ad0d9be0f15ac1b3b018a07b9599ac07ca212d12cde969bd97632aa3bf65c

Observation b2e1b1f0-2615-4b45-8496-ca18aa1f21e9 · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing No-reference image quality assessment in the spa- tial domain

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.353810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.512480Z digest=sha256:e21a249901658976c261a29271aec845fbb1021af21c657bde962087cb851289

Observation 809b4bd7-257d-454c-9a08-f2f311f7e2b7 · outbound

This paper cites Contrastive learning for unpaired image-to-image translation.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Contrastive learning for unpaired image-to-image translation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.260148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.827731Z digest=sha256:b794a35683e918f0144e1f7585bd5f39013a787c9b5b41bfb535a93ca97d4bb4

Observation d4021743-d5fb-4dd2-882f-f6e58c27b820 · outbound

This paper cites The importance of phase in signals.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing The importance of phase in signals

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.337637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.724492Z digest=sha256:6089afc7f6e19268cfe10c33a0fb719aef0ea9b895b7ff581796e19461087402

Observation 0d91afe0-015c-4647-975c-271be7c7aecd · outbound

This paper cites FFA-Net: Feature fusion attention network for single image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing FFA-Net: Feature fusion attention network for single image dehazing

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:22.889242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.033587Z digest=sha256:406ded03b6a332fe0df9caa1069a3fabe0bb122f672673ed2bca9f92105930a0

Observation 9aed9105-9798-4792-ae74-9ba90aee2ac2 · outbound

This paper cites Learning depth-density priors for fourier-based unpaired image restoration.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Learning depth-density priors for fourier-based unpaired image restoration

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:23.045687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:14.937399Z digest=sha256:f54bb9fb766983eac7bd77094576d859b21214df8ae06c0d500f49f4b5c955d3

Observation 8331c162-712c-4724-b130-14c1f236ab76 · outbound

This paper cites Single image dehazing via multi- scale convolutional neural networks.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Single image dehazing via multi- scale convolutional neural networks

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:22.406809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.221567Z digest=sha256:608bbda2664522b3d9d97f93b6caee61b54d8086ca87283f01ac74a4568ddd8c

Observation f81ebee2-0458-4d80-9afb-61e9f375cf95 · outbound

This paper cites En- hanced pix2pix dehazing network.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing En- hanced pix2pix dehazing network

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:22.632383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.128159Z digest=sha256:46cca9571c5df1fb8e48c16c6d93bf38068ba8efbf6ff35c0b4fec4de3f05bbc

Observation b733bda8-1d86-4e09-897d-227e2f75104f · outbound

This paper cites Model adaptation with synthetic and real data for semantic dense foggy scene understanding.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Model adaptation with synthetic and real data for semantic dense foggy scene understanding

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:21.510413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.483430Z digest=sha256:a36e900834f00d1e7785cc55c9e1e3e2e4ff30219f2f4c75abbdb48bd24b49f2

Observation 843127da-4833-474c-8de0-b01c65cfb7c6 · outbound

This paper cites Domain adaptation for image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Domain adaptation for image dehazing

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:21.184799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.570749Z digest=sha256:0b69156dc7db38a67a92f9a14695eef865e36338beaffda30260c05470254432

Observation 23a0e778-310f-41a2-83f0-b5074e084c20 · outbound

This paper cites Gated fusion net- work for single image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Gated fusion net- work for single image dehazing

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:21.838029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.410473Z digest=sha256:de5fb6e38bc8ec3fd35e9261136b3ffb8c85a19b735e95b3d22327efe2164efc

Observation b6f2a35f-82c7-47b7-902c-a66bb9e991f6 · outbound

This paper cites Denois- ing diffusion implicit models.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Denois- ing diffusion implicit models

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:20.426233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.795713Z digest=sha256:93ea64e8011ee0776d961a340cd24066ebd737ee5dc3ddf5bdfba451c12fbfc7

Observation 1a430bca-3f0e-45de-aaf9-5affd3043336 · outbound

This paper cites Vision transformers for single image dehazing.IEEE TIP, 32:1927– 1941, 2023.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Vision transformers for single image dehazing.IEEE TIP, 32:1927– 1941, 2023

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:20.098809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.892275Z digest=sha256:23ec26952a951cad2d84ee9a53135d45afe3e481ceab43257c4efaaefc0abc06

Observation 9b5c94a3-3281-4321-8ecf-e123caf0102a · outbound

This paper cites The importance of phase in image processing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing The importance of phase in image processing

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:20.776698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.663086Z digest=sha256:ed086714b2c5f2baac0580ee045112a8940286f0a1bcaa5306bcb4202e1a378f

Observation d11e404b-32cf-4a08-ae88-bd4694d800d0 · outbound

This paper cites Attention is all you need.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Attention is all you need

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:19.793828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.051590Z digest=sha256:12f82c7a562b9ec8e968276b3a67d931324138a6204f251737c3c812ec45e648

Observation 344fd231-6bc7-4da6-9309-7bca3f52152d · outbound

This paper cites Ucl-dehaze: Towards real-world image dehazing via unsupervised contrastive learning.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Ucl-dehaze: Towards real-world image dehazing via unsupervised contrastive learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:19.755010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.145795Z digest=sha256:c63103ea5a2c792096990379a0e0e01142745e3c82d579f42e6acc6199832ccd

Observation c493aaff-964c-476d-b188-297151765ee1 · outbound

This paper cites Neural discrete representation learning.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Neural discrete representation learning

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T21:05:15.985999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:15.985999Z digest=sha256:fd2b86e091e10e688de9db686b1fa6d2b9784de87f3e26171070f59063a23f8e

Observation b90393eb-4c6f-443c-9e78-e5525be952b9 · outbound

This paper cites Cbam: Convolutional block attention module.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Cbam: Convolutional block attention module

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T21:05:16.335589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:16.335589Z digest=sha256:91a389258065f106214ec7589d054112d1825107fde3ebc48793a621f0ae9818

Observation 8b55badf-d0a2-4883-ad0d-2f47f8878f02 · outbound

This paper cites Con- trastive learning for compact single image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Con- trastive learning for compact single image dehazing

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:19.407838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.425383Z digest=sha256:bbf8ce71b105a9b3f3e8802ea2957d864ee005a4961fcdade4f6fd322297dc89

Observation ec53ae5c-f4d9-44c9-b582-db299fd8a242 · outbound

This paper cites Odcr: Orthogonal decoupling contrastive regularization for unpaired image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Odcr: Orthogonal decoupling contrastive regularization for unpaired image dehazing

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:19.572369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.239291Z digest=sha256:75f177ab63edb19b8504711e1e7f7c4173b88a29326de5ba1f9a253dee22228c

Observation 8065f343-e8d2-4c35-ac3d-b686bec166b1 · outbound

This paper cites Unsupervised feature learning via non-parametric instance discrimination.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Unsupervised feature learning via non-parametric instance discrimination

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T21:05:16.563478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:16.563478Z digest=sha256:dffe0da4407909e6db807513c38e8058eb46719bbd8395c06f0213c1ec1fe886

Observation 89652864-c8da-45a7-9756-c50934d353a2 · outbound

This paper cites DiffIR: Efficient diffusion model for image restoration.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing DiffIR: Efficient diffusion model for image restoration

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:19.062152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.638877Z digest=sha256:cf3a087a9d0fa083ed21b8c05e860d51e21526bf30cf6a977cb6275c12f7bbd0

Observation 7b74e4fe-b359-4457-b13d-e1493ed0502d · outbound

This paper cites RIDCP: Revitalizing real image dehazing via high-quality codebook priors.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing RIDCP: Revitalizing real image dehazing via high-quality codebook priors

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:19.242925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.488873Z digest=sha256:e2712117db7a18dce6fcbe561e6d41ddbe0fa887a3f79abe4311c4f7f28fe5ba

Observation 09160e23-0f9d-4e3c-a5f1-e51d929c112a · outbound

This paper cites Learning diffusion texture priors for image restoration.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Learning diffusion texture priors for image restoration

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:18.694736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.797071Z digest=sha256:c37e7858ee3ed3a5398dabcab9ad19d1ed114eff386794c9ea988d462352ee95

Observation e31c8cf5-f970-4176-b37b-d9e032ba7b48 · outbound

This paper cites Frequency and spatial dual guidance for image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Frequency and spatial dual guidance for image dehazing

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:18.478879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.883639Z digest=sha256:fd9794aa30f6710aad639fe813b4425210002a3513fba9230e6eb17a7468321c

Observation 4f5081a2-651e-4329-a3af-b75e7202c39c · outbound

This paper cites Self-augmented unpaired image dehazing via density and depth decomposition.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Self-augmented unpaired image dehazing via density and depth decomposition

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:18.859207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.699210Z digest=sha256:f8044e7c63c44dd98fb3bf502d49b77b7dc8b84aff2a487216cdf8834361265a

Observation b8b010c0-2c57-402a-8597-116e194d673e · outbound

This paper cites Densely connected pyramid dehazing network.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Densely connected pyramid dehazing network

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:18.315693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:17.018718Z digest=sha256:41b9198f4daf4dae0f9806bc97edb1451808aa91391da2dd5a90b4adffd17c0f

Observation 372dcb8f-76ac-4b8c-94f3-ee2f432e3aa7 · outbound

This paper cites Re- finednet: A weakly supervised refinement framework for sin- gle image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Re- finednet: A weakly supervised refinement framework for sin- gle image dehazing

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:18.115256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:17.117232Z digest=sha256:8afb6425b397fb914eb56ce3c24a2ad3aeaa172a8f81ab54cdf417b4b37f5e4e

Observation a3c76461-f37a-464f-88be-3adf5d32a8f2 · outbound

This paper cites High-quality Image Dehazing with Diffusion Model.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing High-quality Image Dehazing with Diffusion Model

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:05:17.612324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:16.957599Z digest=sha256:d8dddf44fcc6a655bd5c8dde9ce6d42628c9858ca7073fc22d143a2ef49b9dbe

Observation 09714a00-286b-47ad-9185-fcfb299f0780 · outbound

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

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Unpaired image-to-image translation using cycle- consistent adversarial networks

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T21:05:17.299237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:05:17.299237Z digest=sha256:cc422da2cb7751a37c0e42061fa9d12b172b9395b465a7a0b6ec0a6ccc238d77

Observation eb870a9c-c33e-4e3d-870f-9eec74920d98 · outbound

This paper cites A fast single image haze removal algorithm using color attenuation prior.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing A fast single image haze removal algorithm using color attenuation prior

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:17.759503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:17.413251Z digest=sha256:1f9e48d028b82924915ae73214b2b2a807f4e58d6d2bc2923e2e7a101a510233

Observation 155c2839-621b-4f88-a782-fc1a78f2bf13 · outbound

This paper cites Curricular contrastive regularization for physics- aware single image dehazing.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Curricular contrastive regularization for physics- aware single image dehazing

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:05:17.973411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:17.196433Z digest=sha256:465f92e76dcddd09fcf44e959631a9e61ea5b1472f6dad6adedec41fe89eb34e

Observation 80357452-4179-42a4-8134-a772357742ad · outbound

This paper cites an unresolved cited work.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Unresolved cited work

Reference 169

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T21:05:22.164653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:05:15.314444Z digest=sha256:9619c43b6e71c9b1133174b7e5c8cacabfefde8820fab2c356f9fab1de4a8a06

Observation 9515c622-102e-4754-bd50-aed0480393a9 · outbound

This paper cites an unresolved cited work.

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:05:23.431476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Pith citing papers

Observation 498aac0d-beea-426e-8b92-284da599889e · inbound

Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy cites this paper.

Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:52.909861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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