Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:33:59.209053Z
Paper Citation Record · LEDGER
CWNet: Causal Wavelet Network for Low-Light Image Enhancement
As of 17 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 3 inbound Pith citation observations for arXiv:2507.10689.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:58:03.227690Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T22:36:17.456414Z
Reference resolution
66 of 66 outbound references displayed
- verified exact2
- verified fuzzy54
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f44869e4-96f9-4ced-aa3c-0f4645cd196e · outbound
This paper cites Identification and estima- tion of local average treatment effects, 1995.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Identification and estima- tion of local average treatment effects, 1995
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.854218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 609461d1-5e0f-495a-b5bb-61f44631f517 · outbound
This paper cites Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:58.994556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51349ef7-4332-45c2-9b00-ff537847e054 · outbound
This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Retinexformer: One-stage retinex- based transformer for low-light image enhancement
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.844448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a159c304-858b-4904-aad1-1dbf8935d3bf · outbound
This paper cites Fast fourier convolu- tion.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Fast fourier convolu- tion
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.834528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c76c148a-798d-48a9-851c-308ff2787742 · outbound
This paper cites Incremental transformer structure enhanced image inpainting with mask- ing positional encoding.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Incremental transformer structure enhanced image inpainting with mask- ing positional encoding
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.826507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a243d70c-1ea4-4b16-a628-b2f670c648ad · outbound
This paper cites Wavelet convolutions for large receptive fields.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Wavelet convolutions for large receptive fields
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.817676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bcf5331c-3b9c-45ae-89cb-8e2b3b188847 · outbound
This paper cites A weighted variational model for simultane- ous reflectance and illumination estimation.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement A weighted variational model for simultane- ous reflectance and illumination estimation
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.809038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3d1c9846-3cd6-4538-acde-af69688d6163 · outbound
This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Efficiently Modeling Long Sequences with Structured State Spaces
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.015836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 748fe168-890f-4d4e-aee1-50ee9c5ffdb3 · outbound
This paper cites Mambair: A simple baseline for image restoration with state-space model.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Mambair: A simple baseline for image restoration with state-space model
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.799218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2cd77e47-c40a-4980-a5cb-4b7aab7dd8ea · outbound
This paper cites Low-light image enhancement via breaking down the darkness.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Low-light image enhancement via breaking down the darkness
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.789083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e49334b5-0171-4fd0-b9a3-a9da7a66cc5a · outbound
This paper cites Lime: Low-light im- age enhancement via illumination map estimation.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Lime: Low-light im- age enhancement via illumination map estimation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.779632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation baac31ab-a209-4b18-8eeb-4b4cc16bae93 · outbound
This paper cites Onerestore: A universal restoration frame- work for composite degradation.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Onerestore: A universal restoration frame- work for composite degradation
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.767285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 69c4704d-94f6-4fd2-b5c7-4ff19837b137 · outbound
This paper cites R2rnet: Low-light image enhancement via real-low to real-normal network.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement R2rnet: Low-light image enhancement via real-low to real-normal network
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.757628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ba422260-2bbf-447e-b7a0-3da310a37a51 · outbound
This paper cites Deep fourier-based exposure correction network with spatial- frequency interaction.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Deep fourier-based exposure correction network with spatial- frequency interaction
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.746578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation db8a2cf3-f10c-4c53-9e1e-18d559dcf186 · outbound
This paper cites LocalMamba: Visual State Space Model with Windowed Selective Scan.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement LocalMamba: Visual State Space Model with Windowed Selective Scan
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.042023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c13c3398-8de9-41b6-bd97-f395af291d12 · outbound
This paper cites IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.046427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a81acb82-3a93-4e25-926a-2402bf18a87d · outbound
This paper cites Low-light image enhancement with wavelet-based diffusion models.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Low-light image enhancement with wavelet-based diffusion models
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.737182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 94c83f77-7b2b-4d04-b12c-204c4c445e18 · outbound
This paper cites Contrast en- hancement based on layered difference representation.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Contrast en- hancement based on layered difference representation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.728180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 228fa99f-07f7-4071-bdb9-79d3e1ac0829 · outbound
This paper cites Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.056077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d772d31b-72d6-4eed-9139-27cfb786151b · outbound
This paper cites Light the night: A multi-condition diffusion framework for unpaired low-light enhancement in autonomous driving.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Light the night: A multi-condition diffusion framework for unpaired low-light enhancement in autonomous driving
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.718781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3a08c250-e2a4-48da-8f91-23448e0f9c81 · outbound
This paper cites Towards deconfounded image-text matching with causal inference.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Towards deconfounded image-text matching with causal inference
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.710094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7b2b8358-13d2-436f-9257-c7c8bd314e49 · outbound
This paper cites Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Discern Causal Links Across Modalities.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Discern Causal Links Across Modalities
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.066081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64a4c53a-864e-4c0b-9fd9-fecdb4b99063 · outbound
This paper cites Semanti- cally contrastive learning for low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Semanti- cally contrastive learning for low-light image enhancement
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.701475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5a4dd5d8-5e76-4988-b0bd-e8ab0381f515 · outbound
This paper cites Learning hierarchical dynamics with spatial adjacency for image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning hierarchical dynamics with spatial adjacency for image enhancement
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.691990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 870cff28-fc57-45f7-a156-ab690502d934 · outbound
This paper cites Microsoft coco: Common objects in context.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Microsoft coco: Common objects in context
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.682287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5ac015b4-50ff-40ff-a622-948c8f993d56 · outbound
This paper cites Ll- net: A deep autoencoder approach to natural low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Ll- net: A deep autoencoder approach to natural low-light image enhancement
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.671999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ba56ede8-95b9-4d13-b463-967ec928f5fe · outbound
This paper cites Perceptual quality assessment for multi-exposure image fusion.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Perceptual quality assessment for multi-exposure image fusion
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.660731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 70648fbf-7458-417d-b7f9-816c343086a8 · outbound
This paper cites completely blind.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement completely blind
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.649826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 08e7e863-8da1-43ff-89a2-cbdc368c3350 · outbound
This paper cites Local color correction using non-linear masking.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Local color correction using non-linear masking
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.640504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 95360275-6404-468b-ae09-10561d8b2a8f · outbound
This paper cites The role of context for object detection and se- mantic segmentation in the wild.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement The role of context for object detection and se- mantic segmentation in the wild
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.629599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb326f1f-b056-4a75-94e4-54cae704164d · outbound
This paper cites A total variation model for retinex.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement A total variation model for retinex
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.620334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 455b21aa-a7b2-49d9-9bc9-000ca6995b67 · outbound
This paper cites Contrast limited adaptive his- togram equalization image processing to improve the detec- tion of simulated spiculations in dense mammograms.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Contrast limited adaptive his- togram equalization image processing to improve the detec- tion of simulated spiculations in dense mammograms
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.609850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4630277a-80d2-4aa4-87d0-444e9a07c3a9 · outbound
This paper cites Learning transferable visual models from natural language supervi- sion.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning transferable visual models from natural language supervi- sion
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.102687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53ea1b3e-16bb-4b20-85a5-a9e853807955 · outbound
This paper cites Recovery of underwater visibility and structure by polarization analysis.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Recovery of underwater visibility and structure by polarization analysis
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.595200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1dc5135d-8fcb-4536-8503-9952ab5988b8 · outbound
This paper cites Causality for machine learning.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Causality for machine learning
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.586446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e1e3dd7-cd9c-49e9-8ff0-2ddb06f505ee · outbound
This paper cites VmambaIR: Visual State Space Model for Image Restoration.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement VmambaIR: Visual State Space Model for Image Restoration
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.112445Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 757a7e94-4653-4a03-85db-64d5cc0a8022 · outbound
This paper cites Causal infer- ence under multiple versions of treatment.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Causal infer- ence under multiple versions of treatment
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.577301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2efc7063-574f-4a46-b170-170fc625bbad · outbound
This paper cites Fourllie: Boosting low-light image enhancement by fourier frequency informa- tion.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Fourllie: Boosting low-light image enhancement by fourier frequency informa- tion
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.568445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 16c3fba4-c063-475a-aa61-35bdff12fd2a · outbound
This paper cites Cor- relation matching transformation transformers for uhd image restoration.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Cor- relation matching transformation transformers for uhd image restoration
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.558525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 36a6be6b-c915-4830-aab5-c623d991ded3 · outbound
This paper cites Deep high-resolution represen- tation learning for visual recognition.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Deep high-resolution represen- tation learning for visual recognition
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.548757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e7efc235-8275-455b-9b7a-3cc08b1b6091 · outbound
This paper cites Nat- uralness preserved enhancement algorithm for non-uniform illumination images.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Nat- uralness preserved enhancement algorithm for non-uniform illumination images
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.539393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b74d5be6-d3aa-4b9d-a583-5c1ea7c70e27 · outbound
This paper cites Deep Retinex Decomposition for Low-Light Enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Deep Retinex Decomposition for Low-Light Enhancement
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.131525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be69b5a2-e9d6-4689-9bca-9a89e00d8a24 · outbound
This paper cites Learning semantic-aware knowledge guidance for low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning semantic-aware knowledge guidance for low-light image enhancement
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.530128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 60bde59c-2727-4d75-9eaf-31749db72c9e · outbound
This paper cites Snr-aware low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Snr-aware low-light image enhancement
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.520968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a06de051-cffd-478a-b4b2-1e07737ae3c9 · outbound
This paper cites Low-light image enhancement via structure modeling and guidance.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Low-light image enhancement via structure modeling and guidance
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.511835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 58b48dd3-54fe-4d06-893a-e66a957ce2db · outbound
This paper cites Causality-invariant interactive mining for cross-modal sim- ilarity learning.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Causality-invariant interactive mining for cross-modal sim- ilarity learning
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.503132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e01d18b8-344e-4903-bb4a-cb4efc64c6aa · outbound
This paper cites Learning Adaptive Lighting via Channel-Aware Guidance.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning Adaptive Lighting via Channel-Aware Guidance
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:33:59.266645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f78bcac6-0e8b-4282-9c80-413fe92ed517 · outbound
This paper cites Learning to see low-light images via feature domain adaptation.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning to see low-light images via feature domain adaptation
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.493675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 199d7b12-67d2-48ba-b773-0431fa88f412 · outbound
This paper cites Implicit neural representation for cooperative low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Implicit neural representation for cooperative low-light image enhancement
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.483897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 28414f53-4328-4148-917d-4189ab7f8306 · outbound
This paper cites Advancing image under- standing in poor visibility environments: A collective bench- mark study.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Advancing image under- standing in poor visibility environments: A collective bench- mark study
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.474452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e8760810-ae35-48f5-b616-9a03566b9cf6 · outbound
This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Sparse gradient regularized deep retinex network for robust low-light image enhancement
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.465103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cb7a65f9-e80f-4548-b1b6-2b15cf2ca705 · outbound
This paper cites Learning enriched features for real image restoration and enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning enriched features for real image restoration and enhancement
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.454276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 26243831-d864-4c7b-bd74-cecd7fe5e7d6 · outbound
This paper cites Dmfourllie: Dual-stage and multi-branch fourier network for low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Dmfourllie: Dual-stage and multi-branch fourier network for low-light image enhancement
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.445282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 973ecb5a-b335-492c-bfc2-d84a75f2c3b7 · outbound
This paper cites Cross-modal guided and refinement- enhanced retinex network for robust low-light image en- hancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Cross-modal guided and refinement- enhanced retinex network for robust low-light image en- hancement
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.435220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 96c6d083-f775-4bcc-8c55-aafd440893c6 · outbound
This paper cites Towards Optimal Aggregation of Varying Range Dependencies in Haze Removal.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Towards Optimal Aggregation of Varying Range Dependencies in Haze Removal
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:33:59.252015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 32f8e524-cf3a-4190-9089-46d340c61755 · outbound
This paper cites LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:33:59.177050Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 070e9c09-9d54-4f52-b6b9-6e5286ff99dd · outbound
This paper cites Kindling the darkness: A practical low-light image enhancer.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Kindling the darkness: A practical low-light image enhancer
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.426754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 07415343-34b7-41e8-9768-d2f698eec0ff · outbound
This paper cites Beyond brightening low-light images.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Beyond brightening low-light images
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.416961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d6e52c2c-aaab-478d-aab0-f4f7fdec48a7 · outbound
This paper cites Deep color consistent network for low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Deep color consistent network for low-light image enhancement
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.408125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6a449716-0f1b-474f-9eeb-4be138270e95 · outbound
This paper cites Eemefn: Low-light image enhancement via edge-enhanced multi- exposure fusion network.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Eemefn: Low-light image enhancement via edge-enhanced multi- exposure fusion network
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.398385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8fdffa10-4043-4bfc-a1a3-c5266945fe2e · outbound
This paper cites Wave-mamba: Wavelet state space model for ultra-high- definition low-light image enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Wave-mamba: Wavelet state space model for ultra-high- definition low-light image enhancement
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.388110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 47a76a85-9826-411e-a9c2-83b164851363 · outbound
This paper cites In the first row, SKF-SNR produces distorted and overexposed results, which negatively impact the vi- sual quality.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement In the first row, SKF-SNR produces distorted and overexposed results, which negatively impact the vi- sual quality
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.377887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8f0733f3-8e2b-462d-8319-f99c27aae939 · outbound
This paper cites SKF-SNR fails to achieve sufficient bright- ness enhancement, while UHDFormer and Wave-Mamba produce reasonable brightness but suffer from blurriness and lack of detail.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement SKF-SNR fails to achieve sufficient bright- ness enhancement, while UHDFormer and Wave-Mamba produce reasonable brightness but suffer from blurriness and lack of detail
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.368560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d16919ea-94af-4c33-af0c-e5839f9b132b · outbound
This paper cites SKF-SNR produces unnatural flame colors and insufficient brightness enhancement.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement SKF-SNR produces unnatural flame colors and insufficient brightness enhancement
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.358761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4e9ff404-4690-4fac-81f7-06ea4891f747 · outbound
This paper cites Similar to the MEF dataset, SKF-SNR fails to provide sufficient brightness enhancement, and both UHD- Former and Wave-Mamba suffer from blurriness.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement Similar to the MEF dataset, SKF-SNR fails to provide sufficient brightness enhancement, and both UHD- Former and Wave-Mamba suffer from blurriness
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.348759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 045bec81-680d-4eec-a88a-d451825a94d1 · outbound
This paper cites SKF-SNR generates distorted enhancement re- sults with significant noise artifacts.
CWNet: Causal Wavelet Network for Low-Light Image Enhancement SKF-SNR generates distorted enhancement re- sults with significant noise artifacts
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:33:59.339435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation 4dec29f0-d260-4c8c-a55d-dbc5dcf4c23d · inbound
SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration cites this paper.
SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration CWNet: Causal Wavelet Network for Low-Light Image Enhancement
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:58:03.227690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89384279-8e64-4e92-a4e7-5a550d9ff3ee · inbound
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement cites this paper.
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement CWNet: Causal Wavelet Network for Low-Light Image Enhancement
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:55:40.536501Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0263d651-1e31-45fc-bf2e-3db9ff763fa0 · inbound
RPCASSM: Robust PCA State Space Model For Infrared Small Target Detection cites this paper.
RPCASSM: Robust PCA State Space Model For Infrared Small Target Detection CWNet: Causal Wavelet Network for Low-Light Image Enhancement
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T22:36:17.458052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.