Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:03:51.327432Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2605.08073.
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 2026-05-11T02:03:51.327432Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T06:36:36.674723Z
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a8ea9d6b-ab83-489d-b6d6-ab67635b87d0 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction 2-D SSM: A General Spatial Layer for Visual Transformers
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 18d3f413-28ed-4fa8-a927-200197e65fd2 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Retinexformer: One-stage retinex-based transformer for low-light im- age enhancement
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5eefb47c-1a81-41ee-a677-1096e564713b · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Hinet: Half instance normalization network for image restoration
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 592e02f1-98b2-4d41-9f04-b80044332c55 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning a sparse transformer network for effective image deraining
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 682190d7-1dc2-4865-a72e-b2d2c89198b0 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Rethinking coarse-to-fine approach in single image deblurring
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c94f4ae7-a47a-4dd7-b11c-f7cb33ff9d9c · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Reciprocal attention mixing transformer for lightweight image restora- tion
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 08d13c9e-5dda-42ba-8e40-50d640ad5127 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Nafssr: Stereo image super-resolution using nafnet
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8e7b4486-9048-4387-82d4-7178658f751c · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Dancing in the dark: A benchmark towards general low-light video enhancement
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c509dceb-9e08-4a85-9cd5-6cf53cc36a77 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning enriched features via selective state spaces model for efficient image deblurring
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 36e67621-cb76-4a69-8792-94b7b9726af8 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Efficient frequency-domain image deraining with contrastive regularization
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e59ca4b9-7b4f-4120-9d1f-5388b12ef62c · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Efficiently Modeling Long Sequences with Structured State Spaces
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d6401116-5700-4fe6-8d27-242851794b33 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Mambair: A simple baseline for image restoration with state-space model
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cdc7cb6d-a122-4e06-a2c1-1dc3a188c762 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Multi-Scale Representation Learning for Image Restoration with State-Space Model
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f9fada71-2376-4204-bb37-4f83e0c089bf · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Long movie clip classification with state-space video mod- els
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cbde175a-f566-42c0-b4a9-3ccc84dbbb3e · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Noise-trained deep neural networks effectively pre- dict human vision and its neural responses to chal- lenging images.PLoS Biology, 19(12):e3001418
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c4990555-188c-47d9-a751-d8937daf3b43 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning event-based motion deblurring
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3acded16-6db0-4c2d-9d9a-5e8a3b650e32 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Frequency-aware event-based video deblurring for real-world motion blur
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 301e7c1e-e5b1-4472-b69b-23686f4ea384 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Adam: A method for stochastic optimization.ICLR
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f7441922-8208-4610-9182-b15d469c8083 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Blind de- convolution using alternating maximum a posteriori estimation with heavy-tailed priors
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a6b436b0-73f4-4e7f-9b31-f670cdba2f34 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Blind deconvo- lution using a normalized sparsity measure
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7308c015-a7d9-4c7d-acdd-a85abf57b420 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Knn local attention for image restora- tion
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fe5d4705-0a9e-480d-ab22-e80bc6a14cc1 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Towards robust event-guided low- light image enhancement: A large-scale real-world event-image dataset and novel approach
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4c12f7b5-319b-42c6-9e90-6b4cb43d4978 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Swinir: Image restoration using swin transformer
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fbc3f88b-fd20-4823-beba-e8cbdced3149 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning event-driven video deblurring and interpolation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8d5ff279-3a19-4f3a-afce-a50bf5e49638 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Pay attention to mlps.Advances in neural informa- tion processing systems, 34:9204–9215
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8a1f631c-847d-4339-a0c4-0243180e2bf1 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction VMamba: Visual State Space Model
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e8ea678-aa44-49d1-bf93-ed0af8b860ff · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event camera demosaicing via swin trans- former and pixel-focus loss
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 72d3f862-9e09-4fe8-af43-1e5c0b67b678 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9adb9d68-29cf-4be9-8db8-99c97d967924 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Multi-bracket high dynamic range imaging with event cameras
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5f7e6d75-4dc5-46ef-8bb2-1476e4e530d1 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Deep multi- scale convolutional neural network for dynamic scene deblurring.CVPR
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cd7d741b-db9b-4d40-966f-89438b953627 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction On the integration of self-attention and convolution
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6a5ed698-5eb9-4e26-9c19-6b9292a94ffb · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction VL-Mamba: Exploring State Space Models for Multimodal Learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 362dcb5d-d828-4c1a-ab01-0854fb0288aa · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Esim: an open event camera simulator.CoLR
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3824dd75-8006-459d-bbc7-bdc0832bb315 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Blurry video frame interpolation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a99e72a6-ba06-4bab-8dfb-684ddd8cab10 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction VmambaIR: Visual State Space Model for Image Restoration
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2951866a-8865-4af3-b0db-dc18ad70fc4b · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Reducing the sim-to-real gap for event cam- eras.ECCV
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 57967ba5-6d10-46af-b2cc-786163d9281c · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Spatially-attentive patch-hierarchical network for adaptive motion deblurring
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99f8f7d6-c370-49db-9b6c-0f8ec7edc475 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based fusion for motion deblur- ring with cross-modal attention
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3e73c5cd-7186-4966-aca6-305f7598e2b0 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based frame inter- polation with ad-hoc deblurring
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 172fe339-eff5-44a5-9023-bb147016d1ca · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Restoring images in adverse weather conditions via histogram transformer
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fde01727-b1ad-403e-8bc3-72272c708eb2 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Motion aware event representation-driven image deblurring
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0799e3c5-2ffb-46fd-b1c6-3b388fbf6dd7 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Sparse mlp for image recognition: Is self-attention really necessary? InProceedings of the AAAI conference on artificial intelligence, volume 36, pages 2344–2351
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d9f3000b-6af6-43ec-9cef-2dcba53f8d95 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Scale-recurrent network for deep image deblurring
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ec5eaa73-0ff9-40c1-9452-a4289c3dc348 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b91932b6-c58c-433a-9200-2fedbe59eabf · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event enhanced high-quality image re- covery
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f968c03a-47f1-4d70-9ba8-fc62687ea649 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Nformer: Robust person re- identification with neighbor transformer
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c443da8e-f819-423d-b4dc-38860dd12a04 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Kvt: k-nn attention for boosting vision transformers
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3286371e-6588-47b4-b579-5146622dd07c · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Uformer: A general u-shaped transformer for image restoration
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a1c49be-c2ae-42b4-a039-9bd7cf9877ba · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based video reconstruction using transformer
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1ddd01eb-1dc3-45bb-b207-0be7df750e96 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction HDR Imaging for Dynamic Scenes with Events
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 78804206-617c-4552-a333-77ebf91c61e6 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4da1a92d-76c6-4028-9bc4-36efad265d9d · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Unnatural l0 sparse representation for natural image deblurring
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d0ce0b1a-8175-410f-8d2b-b7151366a478 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based motion deblurring with modality-aware decomposition and recomposi- tion
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 28578bb1-c213-4e6a-95ee-25cf4f73677e · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning event guided high dynamic range video reconstruction
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0dd7d3d2-c839-41eb-bf5e-f1171dfa51c8 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning scale-aware spatio-temporal implicit representation for event-based motion de- blurring
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a3632b05-6664-425a-8f6b-613b2979352b · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Multi-stage progres- sive image restoration
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b6bfa885-5236-49bf-a18c-b5b78b69b890 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Restormer: Efficient transformer for high- resolution image restoration
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0e5cd659-e4f1-496e-9c2e-21cab7bbcc4a · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Accurate Image Restoration with Attention Retractable Transformer
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8b8f87db-4bd8-4339-8a4e-2f3359eeedc7 · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 70a2329e-4b8e-4cfd-930f-75e2ddf0771e · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8652b6ee-971f-4912-b012-22246eb8a20d · outbound
EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning weather-general and weather-specific fea- tures for image restoration under multiple adverse weather conditions
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 50b58206-2661-4f06-8bb7-3285fdadb2e8 · inbound
Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.