Paper Citation Record · LEDGER

Towards Controllable Real Image Denoising with Camera Parameters

As of 18 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 2 inbound Pith citation observations for arXiv:2507.01587.

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

pith.paper-citation-record.v1
2507.01587 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:51:50.044509Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:51:48.271777Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:08:15.798789Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy19
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff2cdce6-cf4c-4025-b5f1-b29e1929fea1 · outbound

This paper cites an unresolved cited work.

Towards Controllable Real Image Denoising with Camera Parameters Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:51:52.845943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a69e5245-1720-4796-9b94-84ddc99edd62 · outbound

This paper cites Towards Controllable Real Image Denoising with Camera Parameters.

Towards Controllable Real Image Denoising with Camera Parameters Towards Controllable Real Image Denoising with Camera Parameters

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:51:48.271777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189dbb76-a692-4b40-8767-56b887c74cdb · outbound

This paper cites Dataset We train and evaluate our method using the Sony subset of the SID [2] and SIDD-medium datasets [1].

Towards Controllable Real Image Denoising with Camera Parameters Dataset We train and evaluate our method using the Sony subset of the SID [2] and SIDD-medium datasets [1]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.747332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3ea80aa-3ff6-4a61-8af4-aef4efab4ed2 · outbound

This paper cites To achieve this, we have created a vector containing information about the noise level and utilize adaptive layer normalization to empower the network with this vector.

Towards Controllable Real Image Denoising with Camera Parameters To achieve this, we have created a vector containing information about the noise level and utilize adaptive layer normalization to empower the network with this vector

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.630218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3cf15005-746d-4d21-bbc5-0894c0167b54 · outbound

This paper cites A high-quality denoising dataset for smart- phone cameras,.

Towards Controllable Real Image Denoising with Camera Parameters A high-quality denoising dataset for smart- phone cameras,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:51:48.563268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c48f7140-ea02-42a9-b86d-f0161affd793 · outbound

This paper cites Learning to see in the dark,.

Towards Controllable Real Image Denoising with Camera Parameters Learning to see in the dark,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.499679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e3047e9-b783-4d90-901e-b42a95df7435 · outbound

This paper cites Ffdnet: Toward a fast and flexible solution for cnn-based image denoising,.

Towards Controllable Real Image Denoising with Camera Parameters Ffdnet: Toward a fast and flexible solution for cnn-based image denoising,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.371134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f8bbd1bf-ed93-4455-a399-5a08990546f1 · outbound

This paper cites Toward convolutional blind denoising of real photographs,.

Towards Controllable Real Image Denoising with Camera Parameters Toward convolutional blind denoising of real photographs,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.226872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fdc934e3-499d-4a54-94b5-d67d74657862 · outbound

This paper cites Deep universal blind image denoising,.

Towards Controllable Real Image Denoising with Camera Parameters Deep universal blind image denoising,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.110484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc63ab37-0b80-4f2a-a2ad-e353ff036949 · outbound

This paper cites Variational deep im- age restoration,.

Towards Controllable Real Image Denoising with Camera Parameters Variational deep im- age restoration,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:52.005002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 85bbf1e6-a945-464e-8c84-20d306197211 · outbound

This paper cites Simple baselines for image restoration,.

Towards Controllable Real Image Denoising with Camera Parameters Simple baselines for image restoration,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.889822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f09cd9ba-00e7-48d6-8de3-498cbee623d1 · outbound

This paper cites Scalable diffu- sion models with transformers,.

Towards Controllable Real Image Denoising with Camera Parameters Scalable diffu- sion models with transformers,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.762184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4813ad4b-fd59-4cb9-9679-a7c99f6440c4 · outbound

This paper cites Practical poissonian-gaussian noise modeling and fitting for single-image raw-data,.

Towards Controllable Real Image Denoising with Camera Parameters Practical poissonian-gaussian noise modeling and fitting for single-image raw-data,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.630572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bffb7814-4f43-4465-b310-d3f39e0d1212 · outbound

This paper cites Unpro- cessing images for learned raw denoising,.

Towards Controllable Real Image Denoising with Camera Parameters Unpro- cessing images for learned raw denoising,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.482994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e531da1-3ba6-4442-ab82-1877c2ed9e7b · outbound

This paper cites Toward efficient deep blind raw image restoration,.

Towards Controllable Real Image Denoising with Camera Parameters Toward efficient deep blind raw image restoration,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:51:49.377114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e799fd93-d3b6-40d9-8810-cd9167ec5b25 · outbound

This paper cites Practical deep raw image denoising on mobile devices,.

Towards Controllable Real Image Denoising with Camera Parameters Practical deep raw image denoising on mobile devices,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.337067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8102bffe-0e1f-40b1-b88b-a6f058c488bb · outbound

This paper cites Uformer: A general u-shaped transformer for image restoration,.

Towards Controllable Real Image Denoising with Camera Parameters Uformer: A general u-shaped transformer for image restoration,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.221066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6853f233-f8f0-47f3-b897-a8da4468deec · outbound

This paper cites Defocus deblurring using dual-pixel data,.

Towards Controllable Real Image Denoising with Camera Parameters Defocus deblurring using dual-pixel data,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:51.039120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 53dfb8fe-48dc-4810-9c2e-3b811548818e · outbound

This paper cites Paramisp: Learned forward and inverse isps using cam- era parameters,.

Towards Controllable Real Image Denoising with Camera Parameters Paramisp: Learned forward and inverse isps using cam- era parameters,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:50.892566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bfc349ff-537c-42f5-a7b2-f91d2964d1c8 · outbound

This paper cites Sigmoid- weighted linear units for neural network function ap- proximation in reinforcement learning,.

Towards Controllable Real Image Denoising with Camera Parameters Sigmoid- weighted linear units for neural network function ap- proximation in reinforcement learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:50.704240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ff7f9f9f-858f-43a3-96b5-dc44a29337c5 · outbound

This paper cites Restormer: Efficient transformer for high- resolution image restoration,.

Towards Controllable Real Image Denoising with Camera Parameters Restormer: Efficient transformer for high- resolution image restoration,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:51:49.764926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f107547b-feb9-4c9c-a2cc-77cb059d79f2 · outbound

This paper cites Retinexformer: One- stage retinex-based transformer for low-light image en- hancement,.

Towards Controllable Real Image Denoising with Camera Parameters Retinexformer: One- stage retinex-based transformer for low-light image en- hancement,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:50.562717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5318604d-0aa7-46e3-a47e-f77f6ef56300 · outbound

This paper cites Mipi 2024 challenge on few-shot raw image denoising: Methods and results,.

Towards Controllable Real Image Denoising with Camera Parameters Mipi 2024 challenge on few-shot raw image denoising: Methods and results,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:50.398844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bd9601a5-ff5b-4b02-9a65-2488a1d65600 · outbound

This paper cites Noise2noiseflow: Realistic cam- era noise modeling without clean images,.

Towards Controllable Real Image Denoising with Camera Parameters Noise2noiseflow: Realistic cam- era noise modeling without clean images,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:51:50.231938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation a69e5245-1720-4796-9b94-84ddc99edd62 · inbound