Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T17:27:44.003369Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2501.12235.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T17:27:44.003369Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:22:01.806848Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T22:22:01.886260Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0a5bb8d9-d43d-412c-b366-95014f3e6314 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains A simple and effective histogram equalization approach to image enhancement,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c838a0b5-d208-4594-8185-deb53f0a3828 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains A dynamic histogram equalization for image contrast enhancement,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46290b7b-f268-4f8b-8ef5-233a519792f9 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Contrast enhancement based on layered difference representation of 2d histograms,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 197cf3a2-8172-4388-9ebc-efe54b384a3d · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Lightness and retinex theory,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f90c9763-dcd4-42f5-8765-633fcafd78d3 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Mbllen: Low-light image/video enhancement using cnns
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 38e38d8c-ae07-401c-a309-19661cdac7d3 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Retinex- former: One-stage retinex-based transformer for low-light image en- hancement,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4918f546-c27d-4649-8033-1c80e7914a37 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Attention is all you need,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86318c5b-ade2-48c7-9dce-3eb7bc496de3 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Degradation-aware unfolding half-shuffle transformer for spectral compressive imaging,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7da71839-1f89-4cb3-bf81-78efbefdb760 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Restormer: Efficient transformer for high-resolution image restoration,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f154fe1-d9ce-47b0-8af5-6bc75137fb26 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Beyond brightening low-light images,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5647654c-792a-43ae-b22d-5e7f77a4f254 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Sparse gradient reg- ularized deep retinex network for robust low-light image enhancement,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5bd05b87-96a2-4cb1-9def-b13e30efb00e · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains An adaptive gamma correction for image enhance- ment,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0be53744-185a-43a5-a476-8db3c14925ac · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Retinex processing for automatic image enhancement,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 85378da7-258d-4b58-bba4-98e0be744de3 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Naturalness preserved enhancement algorithm for non-uniform illumination images,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec78722d-da16-489f-af04-3dbe853077c2 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Deep Retinex Decomposition for Low-Light Enhancement
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af27a901-79b4-4281-a55e-215d1f8dbb98 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Kindling the darkness: A practical low-light image enhancer,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d1876f8-5ae6-48e5-9188-eb8599906292 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Lime: Low-light image enhancement via illumination map estimation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 74b8a769-961d-4b16-b22d-71e611b790fa · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Llnet: A deep autoencoder approach to natural low-light image enhancement,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e29258-2352-4046-b7a3-d91279bbe5e3 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Learning enriched features for real image restoration and enhancement,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3042ff1a-b10b-4843-9d3a-8b1ec45538ca · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7bdbed7a-39a9-4587-ae6c-a20e723cb035 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Zero- reference deep curve estimation for low-light image enhancement,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9dd46f1-1830-4325-a68d-e3177ada26a6 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c281fd71-2436-43d1-9efc-f94e6f47cd2c · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Uretinex- net: Retinex-based deep unfolding network for low-light image enhance- ment,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 107903ba-060f-4bd1-b54d-09cc2af196c9 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Snr-aware low-light image enhancement,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9a6701b3-02da-4191-ac2a-a4cf6f134071 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Toward fast, flexible, and robust low-light image enhancement,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ffebbc19-d1ca-411a-936f-7f3002a86f78 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Implicit neural repre- sentation for cooperative low-light image enhancement,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 37c2e6e2-920b-43b0-bfb5-98d4fea0f649 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Learning a simple low-light image enhancer from paired low-light instances,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52acc653-6241-466a-a64c-f744c4a5aa6e · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Iterative prompt learning for unsupervised backlit image enhancement,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18fef114-34be-4a0d-a660-c5a5885bf593 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Exploiting deep generative prior for versatile image restoration and manipulation,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd862666-7ba5-4133-b65d-26d1175e2eff · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Improved wavelet threshold for image de-noising,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 111c39eb-26b1-4b67-b8e0-32cacc700477 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Convo- lutional and fourier neural networks for speckle denoising of wrapped phase in digital holographic interferometry,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5509e759-e530-46ae-91fa-0637f8f0f74f · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Efficient multi-scale network with learnable discrete wavelet transform for blind motion deblurring,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ebb5327f-2a16-40e9-b7d0-b48221a9e7bd · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Single image dehazing by multi-scale fusion,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7d205d5b-e335-48f2-9e37-da567cead902 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Multi-scale progressive fusion network for single image deraining,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 881a8365-4ee4-4518-94b6-bca48d255264 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains An enhancement method for x-ray image via fuzzy noise removal and homomorphic filtering,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2e00fd92-a351-472d-ae21-c77525b7d129 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Image enhancement by stochastic homo- morphic filtering,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2233d6d4-b632-40cc-8d1b-19960782d3e5 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Image super-resolution using deep convolutional networks,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a78c1bf-f458-4ef1-a077-9b79f502db70 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd455d68-093c-4681-9b29-d44c06d6ce93 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains High-fidelity document stain removal via a large-scale real- world dataset and a memory-augmented transformer,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 95a1aa6f-590b-49f6-bbac-cc385c5cfa05 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Underwater image restoration through a prior guided hybrid sense approach and extensive benchmark analysis,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2336bd8e-132f-45f0-af9e-cce6da133daa · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains High-resolution document shadow removal via a large-scale real-world dataset and a frequency- aware shadow erasing net,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2ef453bd-7d60-49d3-9367-5d585268dd00 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Dual-hybrid attention network for specular highlight removal,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 17d14823-3734-4128-bde6-54057875ccca · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Underwater image restoration via polymorphic large kernel CNNs,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc93f62d-2c94-4ae8-9f16-f3c47f62f659 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Docdeshadower: Frequency-aware transformer for document shadow removal,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f264e1f8-7b09-4cb1-877a-2e34ac1b3a1e · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains SMAFormer: Synergistic multi-attention transformer for medical image segmentation,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2163b00b-5b23-4ffa-afa2-3c4a9d2a6eba · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Brain diffuser: An end- to-end brain image to brain network pipeline,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ce1c785b-3827-4b34-84b8-1fdda6057b86 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Devi- gnet: High-resolution vignetting removal via a dual aggregated fusion transformer with adaptive channel expansion,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0d0d830b-6680-4d3b-b2b0-1b7209d12128 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains A large-scale film style dataset for learning multi-frequency driven film enhancement,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5205ac5d-5b11-4a82-a05f-19fbd4def90d · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Medprompt: Cross-modal prompting for multi-task medical image translation,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c4d5ed9e-f4b1-4bf3-9999-00ab3b1bc069 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Test-time intensity consistency adaptation for shadow detection,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 76f50712-2529-4f2c-b3c6-b5bfe9a5cf6d · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains IMAN: An adaptive network for robust NPC mortality prediction with missing modalities,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3a05495a-b04a-4c0b-b8d7-0892148bd532 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains FAQNet: Frequency-aware quaternion network for endoscopic highlight removal,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 37bf87f0-a130-45e3-9857-cea4c1eee8fa · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Sienet: Siamese expansion network for image extrapolation,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c76e5c6e-473f-41ac-abe9-381c3be002cd · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains SpA-Former: An effective and lightweight transformer for image shadow removal,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e876e6bf-a5e0-4a9d-842b-d05a5ba1ecb3 · outbound
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains MuralDiff: Diffusion for ancient murals restoration on large-scale pre-training,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9fea7ac-d3d4-49d4-966a-5853261623c6 · inbound
CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.