Paper Citation Record · LEDGER

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding

As of 22 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2411.16217.

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

pith.paper-citation-record.v1
2411.16217 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:28:59.536366Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:15:02.124035Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T07:35:57.113563Z

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy28
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4f38836-6da2-43d9-ba2f-1d254e911e65 · outbound

This paper cites Hair: Hypernetworks-based all-in-one image restora- tion, 2024.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Hair: Hypernetworks-based all-in-one image restora- tion, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:29:00.011901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 877abe74-d3d5-4b39-845f-b27bd853d577 · outbound

This paper cites Hinet: Half instance normalization network for image restoration.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Hinet: Half instance normalization network for image restoration

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.996673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68181bd6-31e0-44d7-8e8d-9cf8e41853e1 · outbound

This paper cites SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T13:28:59.419730Z

Source-reported events for the cited work

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Observation e1b57d40-e7d8-407d-bc9c-dd6f6a777c48 · outbound

This paper cites Uncertainty-driven dynamic degradation perceiving and background modeling for effi- cient single image desnowing.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Uncertainty-driven dynamic degradation perceiving and background modeling for effi- cient single image desnowing

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.981760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c26f7e69-56e4-4d5e-abad-155b0cbdf9d7 · outbound

This paper cites All snow re- moved: Single image desnowing algorithm using hierarchi- cal dual-tree complex wavelet representation and contradict channel loss.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding All snow re- moved: Single image desnowing algorithm using hierarchi- cal dual-tree complex wavelet representation and contradict channel loss

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.966345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f22d2905-3d2a-48dc-a802-77e840039bf6 · outbound

This paper cites Hybrid cnn-transformer feature fusion for single image deraining.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Hybrid cnn-transformer feature fusion for single image deraining

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.951348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4cf58a62-92bb-45b7-9f80-4ecb08a561b4 · outbound

This paper cites Dea-net: Single image dehazing based on detail-enhanced convolution and content-guided attention.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Dea-net: Single image dehazing based on detail-enhanced convolution and content-guided attention

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.936611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bbc5c5e4-ee1d-4ece-9c27-7a02843dd930 · outbound

This paper cites Image restoration via frequency selection.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Image restoration via frequency selection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.921562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae769486-fd72-4fbd-9e4f-29e950e9f54f · outbound

This paper cites Revitalizing convolutional network for image restoration.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Revitalizing convolutional network for image restoration

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.905679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7aa4646a-da86-4878-983f-2790f762cf25 · outbound

This paper cites Omni-kernel net- work for image restoration.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Omni-kernel net- work for image restoration

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.890743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 310c331f-b951-4754-8c50-3791982f413e · outbound

This paper cites Real-world mobile image denoising dataset with efficient baselines.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Real-world mobile image denoising dataset with efficient baselines

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.876524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23407dee-3bd9-483b-b40c-cdf5333263da · outbound

This paper cites Mambair: A simple baseline for im- age restoration with state-space model.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Mambair: A simple baseline for im- age restoration with state-space model

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.862306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 21328965-37c5-4287-aab4-e1b1812597cc · outbound

This paper cites Linear com- binations of patches are unreasonably effective for single- image denoising.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Linear com- binations of patches are unreasonably effective for single- image denoising

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.847881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f5765f4-f969-42c0-a363-8ff252e72eae · outbound

This paper cites Fmrnet: Image deraining via frequency mutual revision.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Fmrnet: Image deraining via frequency mutual revision

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.833620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02ab28e4-3b83-4704-bf16-ba9e274dd4b0 · outbound

This paper cites All-in-one image restoration for unknown corruption.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding All-in-one image restoration for unknown corruption

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.818955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee141168-66e8-471b-9c76-a1e3a8bf24d1 · outbound

This paper cites Nightrain: Nighttime video deraining via adaptive-rain-removal and adaptive-correction.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Nightrain: Nighttime video deraining via adaptive-rain-removal and adaptive-correction

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.804052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00243fb0-2d26-4bfc-a069-8f43d5dc7238 · outbound

This paper cites Improving image restoration through removing degradations in textual repre- sentations.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Improving image restoration through removing degradations in textual repre- sentations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.788805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0dd7f739-cb7a-4021-8ec0-792e4722900f · outbound

This paper cites Promptir: Prompting for all-in- one image restoration.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Promptir: Prompting for all-in- one image restoration

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.774012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8dde316c-5c54-4666-b4d5-56fe3d994b74 · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Mobilenetv2: Inverted residuals and linear bottlenecks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T13:28:59.484658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c355fbba-f8cb-45ac-a16a-ef0a749baaae · outbound

This paper cites Transweather: Transformer-based restoration of im- ages degraded by adverse weather conditions.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Transweather: Transformer-based restoration of im- ages degraded by adverse weather conditions

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.749021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b777f85-82ae-4d12-bdbf-e870f650a199 · outbound

This paper cites Promptre- storer: A prompting image restoration method with degrada- tion perception.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Promptre- storer: A prompting image restoration method with degrada- tion perception

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.732602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7f2fd5ad-bf79-4d71-a323-1e818b296dac · outbound

This paper cites Multi-scale fusion and decom- position network for single image deraining.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Multi-scale fusion and decom- position network for single image deraining

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.718296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c857adb5-7200-4a8a-b715-586198cb05ac · outbound

This paper cites Deep joint rain detection and removal from a single image.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Deep joint rain detection and removal from a single image

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.703510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc023b8e-893f-43fd-b8df-c2a8541229a9 · outbound

This paper cites Multi-label classification with label-specific feature generation: A wrapped approach.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Multi-label classification with label-specific feature generation: A wrapped approach

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.690280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99af1334-c49d-4ee1-bb8e-d59562a8c257 · outbound

This paper cites Multi-stage progressive image restoration.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Multi-stage progressive image restoration

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.675858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c7d3b4a0-0a1c-495a-a273-80cab1d4a1fc · outbound

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

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Restormer: Efficient transformer for high-resolution image restoration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T13:28:59.514769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05acefbf-8e19-409f-aa3e-ea131ac04cb6 · outbound

This paper cites Hcsd-net: Single image desnowing with color space transformation.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Hcsd-net: Single image desnowing with color space transformation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.650001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c16012d-7b8d-4887-8bc9-8d1ce02e3aff · outbound

This paper cites Stripe sensi- tive convolution for omnidirectional image dehazing.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Stripe sensi- tive convolution for omnidirectional image dehazing

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.634722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4938a9f-bbfc-4230-8a46-30e25a47873c · outbound

This paper cites Adapt or perish: Adaptive sparse transformer with attentive feature refinement for image restoration.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Adapt or perish: Adaptive sparse transformer with attentive feature refinement for image restoration

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.619684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c9d5857-bd12-432e-9293-7800cd8676b0 · outbound

This paper cites Uc-former: A multi-scale image deraining network using enhanced transformer.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Uc-former: A multi-scale image deraining network using enhanced transformer

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.603809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e4d79657-9842-4473-b273-713e42c0550a · outbound

This paper cites Uc-former: A multi-scale image deraining network using enhanced transformer.

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding Uc-former: A multi-scale image deraining network using enhanced transformer

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:28:59.588779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 6f94207d-e7a3-4289-b984-1f7e8642887b · inbound

VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG cites this paper.

VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:50.130869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation efab7ea6-5e94-4678-8c2d-9189de9573ae · inbound

Compositional-Degradation UAV Image Restoration: Conditional Decoupled MoE Network and A Benchmark cites this paper.

Compositional-Degradation UAV Image Restoration: Conditional Decoupled MoE Network and A Benchmark Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:35:57.117581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.