Paper Citation Record · LEDGER

DFDNet: Dynamic Frequency-Guided De-Flare Network

As of 11 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2507.17489.

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

pith.paper-citation-record.v1
2507.17489 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:52:34.936641Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T11:42:59.332024Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T11:43:14.900277Z

Reference resolution

52 of 52 outbound references displayed

verified exact2
verified fuzzy48
unresolved2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acd9ddf9-3289-46c8-a17b-52103639d25d · outbound

This paper cites Auto removal of bright spot from images captured against flashing light source.

DFDNet: Dynamic Frequency-Guided De-Flare Network Auto removal of bright spot from images captured against flashing light source

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.455856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14dbe6a4-01cb-4091-8536-2a8820c44b64 · outbound

This paper cites The 2018 pirm challenge on perceptual image super-resolution.

DFDNet: Dynamic Frequency-Guided De-Flare Network The 2018 pirm challenge on perceptual image super-resolution

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.447610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d3f97062-f962-4b8e-a482-caf4b26424aa · outbound

This paper cites Liquid-filled camera for the measurement of high-contrast images.

DFDNet: Dynamic Frequency-Guided De-Flare Network Liquid-filled camera for the measurement of high-contrast images

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.438917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eda2ba5e-019f-44e0-99b7-ba9ec52bfff5 · outbound

This paper cites Retinexformer: One-stage retinex-based transformer for low-light im- age enhancement.

DFDNet: Dynamic Frequency-Guided De-Flare Network Retinexformer: One-stage retinex-based transformer for low-light im- age enhancement

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.430416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 51ca22d6-39d4-4fb8-a930-fdc4c645c6ec · outbound

This paper cites Automated lens flare removal.

DFDNet: Dynamic Frequency-Guided De-Flare Network Automated lens flare removal

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.421032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d6915936-b6ea-4f79-b085-c9b184ad44e9 · outbound

This paper cites Antireflection coating using metamaterials and identification of its mechanism.

DFDNet: Dynamic Frequency-Guided De-Flare Network Antireflection coating using metamaterials and identification of its mechanism

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.412698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 33cb3633-0344-4b71-84b2-c58186bb5a83 · outbound

This paper cites Image restoration via frequency selection.

DFDNet: Dynamic Frequency-Guided De-Flare Network Image restoration via frequency selection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.404239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0ef8c6f4-62de-46e3-bbcc-4767636c649e · outbound

This paper cites Flare7k: A phenomenological nighttime flare removal dataset.

DFDNet: Dynamic Frequency-Guided De-Flare Network Flare7k: A phenomenological nighttime flare removal dataset

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.395643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4bee2813-2a00-4830-b780-70ec7937a2fa · outbound

This paper cites Flare7k ++: Mixing synthetic and real datasets for nighttime flare removal and beyond.

DFDNet: Dynamic Frequency-Guided De-Flare Network Flare7k ++: Mixing synthetic and real datasets for nighttime flare removal and beyond

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.387071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2635d15c-8df4-410b-9eb7-5a40aacb0e01 · outbound

This paper cites Nighttime smartphone reflective flare removal using optical center symmetry prior.

DFDNet: Dynamic Frequency-Guided De-Flare Network Nighttime smartphone reflective flare removal using optical center symmetry prior

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.378370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e8e7cf03-d6eb-418a-a274-e301e4096a39 · outbound

This paper cites Generating aligned pseudo-supervision from non-aligned data for image restoration in under-display camera.

DFDNet: Dynamic Frequency-Guided De-Flare Network Generating aligned pseudo-supervision from non-aligned data for image restoration in under-display camera

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.368838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5825a2a8-3bbd-45d2-9578-a597c6b3a08e · outbound

This paper cites Removing di ffraction image artifacts in under-display camera via dynamic skip connection network.

DFDNet: Dynamic Frequency-Guided De-Flare Network Removing di ffraction image artifacts in under-display camera via dynamic skip connection network

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.359452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 113c44f5-7ae3-4b54-97d2-797146203abd · outbound

This paper cites Exploring richer and more accurate information via 29 frequency selection for image restoration.

DFDNet: Dynamic Frequency-Guided De-Flare Network Exploring richer and more accurate information via 29 frequency selection for image restoration

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.349682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f0af0e5e-7817-468d-b276-2b5271d0958b · outbound

This paper cites Frequency domain task-adaptive network for restoring images with combined degradations.

DFDNet: Dynamic Frequency-Guided De-Flare Network Frequency domain task-adaptive network for restoring images with combined degradations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.339797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 27384fc9-b4d0-42e2-8501-1b8c656d76e9 · outbound

This paper cites Underwater image restoration through a prior guided hybrid sense approach and extensive benchmark analysis.

DFDNet: Dynamic Frequency-Guided De-Flare Network Underwater image restoration through a prior guided hybrid sense approach and extensive benchmark analysis

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.330214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9d31a4be-950a-41df-921b-bc0a8c92a462 · outbound

This paper cites R2rnet: Low-light image enhancement via real-low to real- normal network.

DFDNet: Dynamic Frequency-Guided De-Flare Network R2rnet: Low-light image enhancement via real-low to real- normal network

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.319632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 864eb1ca-f216-4cb2-96b9-5c2574ae1ccd · outbound

This paper cites Reti-di ff: Illumination degradation image restoration with retinex-based latent di ffusion model.

DFDNet: Dynamic Frequency-Guided De-Flare Network Reti-di ff: Illumination degradation image restoration with retinex-based latent di ffusion model

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.307988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6dd42efe-23ff-4fbb-93d3-fc09ceb19d4c · outbound

This paper cites Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori.

DFDNet: Dynamic Frequency-Guided De-Flare Network Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:52:34.997068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd2cb080-2652-4fd2-abf4-4a3de08abed1 · outbound

This paper cites Wavedm: Wavelet-based di ffusion models for image restoration.

DFDNet: Dynamic Frequency-Guided De-Flare Network Wavedm: Wavelet-based di ffusion models for image restoration

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.297814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8b3bf079-c86e-43ca-a932-8c8329501dac · outbound

This paper cites Mfd- net: Multi-frequency deflare network for e fficient nighttime flare removal.

DFDNet: Dynamic Frequency-Guided De-Flare Network Mfd- net: Multi-frequency deflare network for e fficient nighttime flare removal

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.287404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 17be6e53-1c5a-494b-9252-0ea877d58ffe · outbound

This paper cites Pedestrian detection with super-resolution reconstruction for low- quality image.

DFDNet: Dynamic Frequency-Guided De-Flare Network Pedestrian detection with super-resolution reconstruction for low- quality image

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.277804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ee92ee7-f551-457b-b553-87361c1e20a0 · outbound

This paper cites Musiq: Multi-scale image quality transformer.

DFDNet: Dynamic Frequency-Guided De-Flare Network Musiq: Multi-scale image quality transformer

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.268288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8722b3d2-a6bd-4a89-bf86-9aebf7c1e7e7 · outbound

This paper cites Segment anything.

DFDNet: Dynamic Frequency-Guided De-Flare Network Segment anything

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:52:34.855134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5164a66c-a5da-4d28-ad9b-be1087de6f7a · outbound

This paper cites Flare-free vision: Empowering uformer with depth insights.

DFDNet: Dynamic Frequency-Guided De-Flare Network Flare-free vision: Empowering uformer with depth insights

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.250898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e69eeaf8-7c97-4cf9-9ce4-b2d1f0e2a798 · outbound

This paper cites Residual denoising di ffusion models.

DFDNet: Dynamic Frequency-Guided De-Flare Network Residual denoising di ffusion models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.241704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0152d1bf-6d96-409c-9b24-1a8550105be9 · outbound

This paper cites Image restoration with mean-reverting stochastic di fferential equations.

DFDNet: Dynamic Frequency-Guided De-Flare Network Image restoration with mean-reverting stochastic di fferential equations

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.232771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e351bccd-b34a-425d-9acf-2715b666633a · outbound

This paper cites Thin-film optical filters.

DFDNet: Dynamic Frequency-Guided De-Flare Network Thin-film optical filters

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.223786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d80cd780-766a-4119-a018-aeff722aaf9b · outbound

This paper cites completely blind.

DFDNet: Dynamic Frequency-Guided De-Flare Network completely blind

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.213900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a100fadb-5110-43bb-9d4f-1c14bbedff06 · outbound

This paper cites Kan see in the dark.

DFDNet: Dynamic Frequency-Guided De-Flare Network Kan see in the dark

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.205537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6945fde4-e3d1-4cbd-90f5-edb9baf539d1 · outbound

This paper cites Gr-gan: A unified adversarial framework for single image glare removal and denoising.

DFDNet: Dynamic Frequency-Guided De-Flare Network Gr-gan: A unified adversarial framework for single image glare removal and denoising

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.197165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0dcd2f70-91cb-46bf-bef4-776b0489c558 · outbound

This paper cites Light source guided single-image flare removal from unpaired data.

DFDNet: Dynamic Frequency-Guided De-Flare Network Light source guided single-image flare removal from unpaired data

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.186142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ccb02fdd-0ef1-4d00-a631-0082b8391c09 · outbound

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

DFDNet: Dynamic Frequency-Guided De-Flare Network Learning depth-density priors for fourier-based unpaired image restoration

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.177576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ec489e8-62f8-4e9d-b0ec-c94606b08592 · outbound

This paper cites Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal.

DFDNet: Dynamic Frequency-Guided De-Flare Network Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:52:34.981737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f671cf8d-db1b-451b-bf7d-b12291bd9826 · outbound

This paper cites Nighttime visibility enhancement by in- creasing the dynamic range and suppression of light e ffects.

DFDNet: Dynamic Frequency-Guided De-Flare Network Nighttime visibility enhancement by in- creasing the dynamic range and suppression of light e ffects

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.166949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7addd273-4c9b-4f2d-b8f1-aa28b75fc89c · outbound

This paper cites E fficient frequency feature aggregation transformer for image super-resolution.

DFDNet: Dynamic Frequency-Guided De-Flare Network E fficient frequency feature aggregation transformer for image super-resolution

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.157988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7f3a4554-0155-42ce-98a2-81182545a8c0 · outbound

This paper cites Hard-negative sampling with cascaded fine- tuning network to boost flare removal performance in the nighttime images.

DFDNet: Dynamic Frequency-Guided De-Flare Network Hard-negative sampling with cascaded fine- tuning network to boost flare removal performance in the nighttime images

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.148687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1eb9bd04-ca47-4e03-897f-7e90d1a1562d · outbound

This paper cites Self-supervised polarization image dehazing method via frequency domain generative adversarial networks.

DFDNet: Dynamic Frequency-Guided De-Flare Network Self-supervised polarization image dehazing method via frequency domain generative adversarial networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.139279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14c138ab-984f-4287-9548-f08acead7208 · outbound

This paper cites Automatic flare spot artifact detection and removal in photographs.

DFDNet: Dynamic Frequency-Guided De-Flare Network Automatic flare spot artifact detection and removal in photographs

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.129840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 714a3fab-b94f-4a39-bafb-3f57ab41a2d7 · outbound

This paper cites Uformer: A general u-shaped transformer for image restora- tion.

DFDNet: Dynamic Frequency-Guided De-Flare Network Uformer: A general u-shaped transformer for image restora- tion

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.120858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 19450454-4b6f-42ce-86c3-ec010f792f94 · outbound

This paper cites Image qual- ity assessment: from error visibility to structural similarity.

DFDNet: Dynamic Frequency-Guided De-Flare Network Image qual- ity assessment: from error visibility to structural similarity

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.111738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 458df8c9-a079-4eb4-99a2-51eca46518bb · outbound

This paper cites How to train neural networks for flare re- moval.

DFDNet: Dynamic Frequency-Guided De-Flare Network How to train neural networks for flare re- moval

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.103000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3bdcf5b3-03fd-43e5-8ea2-d3b9e35928ef · outbound

This paper cites Fre- prompter: Frequency self-prompt for all-in-one image restoration.Pattern Recog- nition, 161:111223, 2025.

DFDNet: Dynamic Frequency-Guided De-Flare Network Fre- prompter: Frequency self-prompt for all-in-one image restoration.Pattern Recog- nition, 161:111223, 2025

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.094129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 224ae26f-14b8-4ff7-aa3b-ed666dc3b323 · outbound

This paper cites Illumination guided attentive wavelet network for low-light image enhancement.

DFDNet: Dynamic Frequency-Guided De-Flare Network Illumination guided attentive wavelet network for low-light image enhancement

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.085305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0ff1a13-f3ee-45d6-984c-57a806a2a6b2 · outbound

This paper cites Unified image restoration and enhancement: Degradation calibrated cycle recon- struction diffusion model.

DFDNet: Dynamic Frequency-Guided De-Flare Network Unified image restoration and enhancement: Degradation calibrated cycle recon- struction diffusion model

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.075843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4814afc-b1fc-4131-95f0-d18b07548f00 · outbound

This paper cites Depth anything: Unleashing the power of large-scale unlabeled data.

DFDNet: Dynamic Frequency-Guided De-Flare Network Depth anything: Unleashing the power of large-scale unlabeled data

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.066874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 956ce20d-3924-45db-8f21-7c1631855c0f · outbound

This paper cites Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration.

DFDNet: Dynamic Frequency-Guided De-Flare Network Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T14:52:34.919621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75731a3f-6707-47b8-8536-c07c287ea6b8 · outbound

This paper cites Ff-former: Swin fourier transformer for nighttime flare removal.

DFDNet: Dynamic Frequency-Guided De-Flare Network Ff-former: Swin fourier transformer for nighttime flare removal

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.057903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0ec18649-4862-4bd7-9235-996c936bbfc0 · outbound

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

DFDNet: Dynamic Frequency-Guided De-Flare Network The unreasonable effectiveness of deep features as a perceptual metric

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.047770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12eceea3-96cb-4e8b-9c0f-d70efd20c639 · outbound

This paper cites Single image reflection separation with perceptual losses.

DFDNet: Dynamic Frequency-Guided De-Flare Network Single image reflection separation with perceptual losses

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.037830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7cc57fc7-9dc9-403a-ad0b-4a5acda700a8 · outbound

This paper cites Optical flow in the dark.

DFDNet: Dynamic Frequency-Guided De-Flare Network Optical flow in the dark

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.027830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation abf7e792-cfb6-4627-b9eb-9d2147568308 · outbound

This paper cites Seeing the unseen: A frequency prompt guided transformer for im- age restoration.

DFDNet: Dynamic Frequency-Guided De-Flare Network Seeing the unseen: A frequency prompt guided transformer for im- age restoration

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.016870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e9f6587-0e5f-4e8b-8359-0530f3fffcc2 · outbound

This paper cites Improving lens flare removal with general-purpose pipeline and multiple light sources recovery.

DFDNet: Dynamic Frequency-Guided De-Flare Network Improving lens flare removal with general-purpose pipeline and multiple light sources recovery

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:35.007274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation a32c7500-f603-4f58-b3a8-4a3b71a1b5ae · inbound

UniSER: A Foundation Model for Unified Soft Effects Removal cites this paper.

UniSER: A Foundation Model for Unified Soft Effects Removal DFDNet: Dynamic Frequency-Guided De-Flare Network

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:20:16.742270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ea54bac6-1796-4d24-93ee-8b4cc5e2f361 · inbound

Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares cites this paper.

Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares DFDNet: Dynamic Frequency-Guided De-Flare Network

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:43:14.907289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.