Paper Citation Record · LEDGER

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement

As of 17 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2506.18346.

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

pith.paper-citation-record.v1
2506.18346 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:55:20.053179Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:55:40.447424Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:36:17.459200Z

Reference resolution

57 of 57 outbound references displayed

verified exact0
verified fuzzy40
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f1c8aeb-8e9e-44e4-9afc-43b04f93a3b7 · outbound

This paper cites Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.870458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51602ad7-45c7-4a71-a2ec-343f01663713 · outbound

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

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Retinexformer: One-stage retinex-based transformer for low-light image enhancement

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.718675Z

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 632b473f-084d-4a0a-b15e-a2975b2310bd · outbound

This paper cites Fast fourier convolution.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Fast fourier convolution

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.707933Z

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 abeb630a-7480-42d4-9f3e-dfc115fab8c2 · outbound

This paper cites On the canny edge detector.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement On the canny edge detector

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.697843Z

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 5566017e-ca82-476c-b641-f801683cbaff · outbound

This paper cites O-Mamba: O-shape State-Space Model for Underwater Image Enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement O-Mamba: O-shape State-Space Model for Underwater Image Enhancement

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.885896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76186f69-8e9f-4ebd-bed9-bd1a89ae6a76 · outbound

This paper cites Incremental transformer structure enhanced image inpainting with masking positional encoding.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Incremental transformer structure enhanced image inpainting with masking positional encoding

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.686820Z

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 6a512aa1-fbb4-45cf-a6c0-bfe5c412f7f8 · outbound

This paper cites Boosting object detection with zero-shot day-night domain adaptation.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Boosting object detection with zero-shot day-night domain adaptation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.676494Z

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 ea9b7de3-e30c-401b-b727-234d086f1100 · outbound

This paper cites A weighted variational model for simultaneous reflectance and illumination estimation.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement A weighted variational model for simultaneous reflectance and illumination estimation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.666330Z

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 765147f6-d410-401d-8108-56c7cf7ad420 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.898923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5c40280-5400-47fd-9923-2be844728f56 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Efficiently Modeling Long Sequences with Structured State Spaces

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.902445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b68e0689-3a8d-421a-8fc0-1d0bc1a6c46f · outbound

This paper cites Combining recurrent, convolutional, and continuous-time models with linear state space layers.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Combining recurrent, convolutional, and continuous-time models with linear state space layers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.906021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eefd08c-c684-46eb-8bc8-3bed5a45fb56 · outbound

This paper cites MambaIRv2: Attentive State Space Restoration.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement MambaIRv2: Attentive State Space Restoration

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.909096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876fc48e-5dd7-4930-bb25-4af68f4b5e47 · outbound

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

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Mambair: A simple baseline for image restoration with state-space model

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.648825Z

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 dba8db8b-15a4-4eab-b65b-66ee105c3005 · outbound

This paper cites Lime: Low-light image enhancement via illumination map estimation.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Lime: Low-light image enhancement via illumination map estimation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.638770Z

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 4282b4fa-ab6e-4b19-9916-b11b709cc6d7 · outbound

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

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement R2rnet: Low-light image enhancement via real-low to real-normal network

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.628569Z

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 f5e045f7-bbd3-4e79-ad12-4460fca6cabb · outbound

This paper cites Featenhancer: Enhancing hierarchical features for object detection and beyond under low-light vision.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Featenhancer: Enhancing hierarchical features for object detection and beyond under low-light vision

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.617569Z

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 631978cb-0882-49fc-84c6-91674b216f49 · outbound

This paper cites Mask r-cnn.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Mask r-cnn

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.606568Z

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 523781fb-1554-428f-8819-bded048620d6 · outbound

This paper cites Deep fourier-based exposure correction network with spatial-frequency interaction.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Deep fourier-based exposure correction network with spatial-frequency interaction

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.595882Z

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 07281bcd-1458-4892-adb3-28a02862dc12 · outbound

This paper cites Efficient contrast enhancement using adaptive gamma correction with weighting distribution.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Efficient contrast enhancement using adaptive gamma correction with weighting distribution

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.585393Z

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 9891a1a3-8f72-49e0-a5bf-efd865832d2c · outbound

This paper cites LocalMamba: Visual State Space Model with Windowed Selective Scan.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement LocalMamba: Visual State Space Model with Windowed Selective Scan

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.934670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0bf1b53-a9bc-4df4-8ebe-144e0192d5ed · outbound

This paper cites IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.938680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e0d0c5-738c-4a5e-ab38-6e104b9b7fc3 · outbound

This paper cites Contrast enhancement based on layered difference representation.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Contrast enhancement based on layered difference representation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.574583Z

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 4d50afa8-3927-447e-ae22-5fb403c0ce4e · outbound

This paper cites Contrast enhancement based on layered difference representation of 2d histograms.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Contrast enhancement based on layered difference representation of 2d histograms

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.562965Z

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 8ee67495-26b2-41f3-816e-dee543deb8f3 · outbound

This paper cites Embeddingfourier for ultra-high-definition low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Embeddingfourier for ultra-high-definition low-light image enhancement

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.551753Z

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 79a167b7-ab48-4fc0-9052-2d49ebac1c9a · outbound

This paper cites Light the night: A multi-condition diffusion framework for unpaired low-light enhancement in autonomous driving.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Light the night: A multi-condition diffusion framework for unpaired low-light enhancement in autonomous driving

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.541071Z

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 b2024b0d-3d0d-4e5f-bc54-3638531077ce · outbound

This paper cites Structure-revealing low-light image enhancement via robust retinex model.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Structure-revealing low-light image enhancement via robust retinex model

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.530863Z

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 6e06d081-aae2-41e2-aa7d-db594cf6d92f · outbound

This paper cites MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.957766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec2972b-b12e-4bac-80fd-5c84562ac090 · outbound

This paper cites Learning hierarchical dynamics with spatial adjacency for image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Learning hierarchical dynamics with spatial adjacency for image enhancement

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.518378Z

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 75621ab5-04a5-48ff-87a0-5628568f412d · outbound

This paper cites Microsoft coco: Common objects in context.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Microsoft coco: Common objects in context

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.964172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 277d9af2-fa68-4b15-87b6-cffa7f6093d6 · outbound

This paper cites Controlling Vision-Language Models for Multi-Task Image Restoration.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Controlling Vision-Language Models for Multi-Task Image Restoration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.967276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4cf9760-2599-4913-99fe-f26a39e8e600 · outbound

This paper cites Autoregressive Pretraining with Mamba in Vision.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Autoregressive Pretraining with Mamba in Vision

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.970724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4fc88bf-9fe8-48c5-bac7-39e84612c058 · outbound

This paper cites Binary cross entropy with deep learning technique for image classification.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Binary cross entropy with deep learning technique for image classification

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.500053Z

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 966fd9aa-ca1d-44f2-9086-1fb4ce4ee892 · outbound

This paper cites Shift: a synthetic driving dataset for continuous multi-task domain adaptation.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Shift: a synthetic driving dataset for continuous multi-task domain adaptation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.489193Z

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 b40f9ddb-13be-43c4-993e-dc5832feb7c5 · outbound

This paper cites Wavelet-based mamba with fourier adjustment for low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Wavelet-based mamba with fourier adjustment for low-light image enhancement

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.478130Z

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 569bbbf0-dab9-4377-94ac-f161f0cbb1e0 · outbound

This paper cites Fourllie: Boosting low-light image enhancement by fourier frequency information.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Fourllie: Boosting low-light image enhancement by fourier frequency information

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.467663Z

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 9d9beed7-2572-4c16-941d-c3a2ff44d707 · outbound

This paper cites Correlation matching transformation transformers for uhd image restoration.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Correlation matching transformation transformers for uhd image restoration

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.456374Z

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 68de38c2-8953-4522-9357-145e77642c07 · outbound

This paper cites Naturalness preserved enhancement algorithm for non-uniform illumination images.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Naturalness preserved enhancement algorithm for non-uniform illumination images

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.444260Z

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 1c0f1df8-1a5a-4945-82c3-968b3706c9e1 · outbound

This paper cites Low-light image enhancement with illumination-aware gamma correction and complete image modelling network.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Low-light image enhancement with illumination-aware gamma correction and complete image modelling network

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.432862Z

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 5aaf5f07-df39-4720-abd2-c9a00654d0a0 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Image quality assessment: from error visibility to structural similarity

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:19.996833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d11fe1-8dc1-4d55-8544-a636d09aa265 · outbound

This paper cites Multimodal low-light image enhancement with depth information.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Multimodal low-light image enhancement with depth information

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.410987Z

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 37a51600-cead-4152-8130-df4f04db1882 · outbound

This paper cites Mamballie: Implicit retinex-aware low light enhancement with global-then-local state space.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Mamballie: Implicit retinex-aware low light enhancement with global-then-local state space

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.399300Z

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 bcb783d9-7474-4062-8d45-d91b634b1d2b · outbound

This paper cites Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.386295Z

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 c164cdf6-26d7-4df0-8f01-804f0c526692 · outbound

This paper cites Learning semantic-aware knowledge guidance for low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Learning semantic-aware knowledge guidance for low-light image enhancement

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.374564Z

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 13cfd4fa-c144-4c80-a1c7-b233011f2ac6 · outbound

This paper cites Quadmamba: Learning quadtree-based selective scan for visual state space model.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Quadmamba: Learning quadtree-based selective scan for visual state space model

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.362842Z

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 deaa531f-c06c-4eca-8f58-75ee8c493f38 · outbound

This paper cites Snr-aware low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Snr-aware low-light image enhancement

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.350202Z

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 1486ea49-d17f-4984-a42e-4aa62ce9bb9f · outbound

This paper cites Low-light image enhancement via structure modeling and guidance.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Low-light image enhancement via structure modeling and guidance

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.338667Z

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 ca084ac6-bbfe-48f4-9023-bfb6042e5bc0 · outbound

This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Sparse gradient regularized deep retinex network for robust low-light image enhancement

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.327187Z

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 27e2b113-5bbf-4bc6-96d2-e5c8a82a5e6b · outbound

This paper cites Learning enriched features for real image restoration and enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Learning enriched features for real image restoration and enhancement

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.315620Z

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 c73cf3ad-bb40-480d-8154-3d875aed4016 · outbound

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

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement The unreasonable effectiveness of deep features as a perceptual metric

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:20.027726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f55dc7-8a44-4362-aaf2-db886ca05761 · outbound

This paper cites Dmfourllie: Dual-stage and multi-branch fourier network for low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Dmfourllie: Dual-stage and multi-branch fourier network for low-light image enhancement

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.296493Z

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 eea1767b-60bf-4fa2-8c04-9d6dfcdea41d · outbound

This paper cites LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:20.033660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aefff53-231f-482a-a427-b936a961992e · outbound

This paper cites Kindling the darkness: A practical low-light image enhancer.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Kindling the darkness: A practical low-light image enhancer

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.283622Z

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 b95b578b-0458-4e91-bbd3-69a60b1ba765 · outbound

This paper cites Beyond brightening low-light images.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Beyond brightening low-light images

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.273711Z

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 90a7e22d-132e-4bac-b0eb-04e9b07c9ae0 · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:20.043161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c61d56-4db3-4bf5-a1ec-96cd0ff843fa · outbound

This paper cites Wave-mamba: Wavelet state space model for ultra-high-definition low-light image enhancement.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Wave-mamba: Wavelet state space model for ultra-high-definition low-light image enhancement

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.263463Z

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 c361cc1a-eeab-4f70-ac42-6206a37cadc9 · outbound

This paper cites Vqcnir: Clearer night image restoration with vector-quantized codebook.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Vqcnir: Clearer night image restoration with vector-quantized codebook

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:55:20.252188Z

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 9fe429be-e47f-4e69-818e-3312aee4eefb · outbound

This paper cites write newline.

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement write newline

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T18:55:20.053179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d5a296b1-7406-4ff3-a043-bad56b5d4368 · inbound

Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement cites this paper.

Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:40.447424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6d8b14-2ccf-48a4-975f-991132d35d12 · 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 BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:36:17.460862Z

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.