Pith. sign in

Paper Citation Record · LEDGER

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction

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.

pith.paper-citation-record.v1
2605.08073 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:03:51.327432Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:36:36.674723Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact12
  • verified fuzzy48
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8ea9d6b-ab83-489d-b6d6-ab67635b87d0 · outbound

This paper cites 2-D SSM: A General Spatial Layer for Visual Transformers.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction 2-D SSM: A General Spatial Layer for Visual Transformers

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.752550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:21062361bdd91e912aba37e7825ca5f5022cf8e00279409793643a13e478bf7f

Observation 18d3f413-28ed-4fa8-a927-200197e65fd2 · outbound

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

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.946365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:27c3e7886e73c91e6a38d290649388a1c4e0ce6888ac21c49ea2fff13580112b

Observation 5eefb47c-1a81-41ee-a677-1096e564713b · outbound

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

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Hinet: Half instance normalization network for image restoration

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.914766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:f087e7cf4ec8b1fafa1267fe4dce5d8330bd144ad608d70bcdd1b566dbd568d1

Observation 592e02f1-98b2-4d41-9f04-b80044332c55 · outbound

This paper cites Learning a sparse transformer network for effective image deraining.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning a sparse transformer network for effective image deraining

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.954986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:5929c12a81185599e2db3edf6be18678a1bcac86dffe1bbe222eae36e8104145

Observation 682190d7-1dc2-4865-a72e-b2d2c89198b0 · outbound

This paper cites Rethinking coarse-to-fine approach in single image deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Rethinking coarse-to-fine approach in single image deblurring

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.934020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:7938f8fff83c0918bdb4debc5e785d37068bb612cb9522a9a1eb584809c46cd3

Observation c94f4ae7-a47a-4dd7-b11c-f7cb33ff9d9c · outbound

This paper cites Reciprocal attention mixing transformer for lightweight image restora- tion.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Reciprocal attention mixing transformer for lightweight image restora- tion

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.976787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:294be959eec206594dfede5182bb896144818cea67d805ffc848a9a4d0e667b1

Observation 08d13c9e-5dda-42ba-8e40-50d640ad5127 · outbound

This paper cites Nafssr: Stereo image super-resolution using nafnet.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Nafssr: Stereo image super-resolution using nafnet

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.971369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:93aa2f2cbbca7d2194bcf70e20bc441a40aaa586cc7831c3e4446d19fb1677ef

Observation 8e7b4486-9048-4387-82d4-7178658f751c · outbound

This paper cites Dancing in the dark: A benchmark towards general low-light video enhancement.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.904311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:efbf7b2e9c88a013737b28458e0bd8cda31e6d7dcc1767069e39d932a16ca4ad

Observation c509dceb-9e08-4a85-9cd5-6cf53cc36a77 · outbound

This paper cites Learning enriched features via selective state spaces model for efficient image deblurring.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.978440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:f7d414488af7703dff5242ba59c02b1284bafb14d70993b85373d7d357278770

Observation 36e67621-cb76-4a69-8792-94b7b9726af8 · outbound

This paper cites Efficient frequency-domain image deraining with contrastive regularization.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Efficient frequency-domain image deraining with contrastive regularization

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.942762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:394588e128f18aae4e2953481821f755e044224b7ad5cd1b4f5767181b398048

Observation e59ca4b9-7b4f-4120-9d1f-5388b12ef62c · outbound

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

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Efficiently Modeling Long Sequences with Structured State Spaces

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:41:56.209065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:9fd66e4e46c601e51091c06c54a8d423c2d27afc59f3c03a6b3838cc8132de84

Observation d6401116-5700-4fe6-8d27-242851794b33 · outbound

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

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Mambair: A simple baseline for image restoration with state-space model

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.973365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:aa9da558dd06fb8661d2b94f2e50ecb92b041972c77c41ce2ae0db996125dfb9

Observation cdc7cb6d-a122-4e06-a2c1-1dc3a188c762 · outbound

This paper cites Multi-Scale Representation Learning for Image Restoration with State-Space Model.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Multi-Scale Representation Learning for Image Restoration with State-Space Model

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.704780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:fc31b7a488f44d973ed9d9e10dc6577cbae46cb522a1553575b0efe81a0c24b4

Observation f9fada71-2376-4204-bb37-4f83e0c089bf · outbound

This paper cites Long movie clip classification with state-space video mod- els.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Long movie clip classification with state-space video mod- els

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.919848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:435d3d53fcee628d7bdca2fda0fa6e5ded484272b64a4659a08a9397664e8c07

Observation cbde175a-f566-42c0-b4a9-3ccc84dbbb3e · outbound

This paper cites Noise-trained deep neural networks effectively pre- dict human vision and its neural responses to chal- lenging images.PLoS Biology, 19(12):e3001418.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.923304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:dcb6b7f501c6eb8191c39aff4780f927bb362f3d1235517ba3ccec79ac0b632d

Observation c4990555-188c-47d9-a751-d8937daf3b43 · outbound

This paper cites Learning event-based motion deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning event-based motion deblurring

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.989079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:5fb57584bf5708e7170782eff00d089e682ef3a6d46627950c511380dc27fd3c

Observation 3acded16-6db0-4c2d-9d9a-5e8a3b650e32 · outbound

This paper cites Frequency-aware event-based video deblurring for real-world motion blur.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Frequency-aware event-based video deblurring for real-world motion blur

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.974997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:05df0d7e222bfa454e5cda9c4cb82d4c8f70dc5a6363bbcaf0d7ad253152ea40

Observation 301e7c1e-e5b1-4472-b69b-23686f4ea384 · outbound

This paper cites Adam: A method for stochastic optimization.ICLR.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Adam: A method for stochastic optimization.ICLR

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.980094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:9f5685ad4546e530be3f01c36c21af102dc569904623ac8b7d010b6ff657220f

Observation f7441922-8208-4610-9182-b15d469c8083 · outbound

This paper cites Blind de- convolution using alternating maximum a posteriori estimation with heavy-tailed priors.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.964018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:a445c533b0e55a14e927bd0e373fa1cc649842253e03e5165ae0950da2fe7834

Observation a6b436b0-73f4-4e7f-9b31-f670cdba2f34 · outbound

This paper cites Blind deconvo- lution using a normalized sparsity measure.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Blind deconvo- lution using a normalized sparsity measure

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.916522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:e2e3a7f2dbceca67bf57e24b8aad1b34b1b71d28e77733a18e947a1e5c393f8d

Observation 7308c015-a7d9-4c7d-acdd-a85abf57b420 · outbound

This paper cites Knn local attention for image restora- tion.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Knn local attention for image restora- tion

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.932284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:f855f9c42c9f8b74158b954eef37af566346776ff6cb1be09d4792f01863c413

Observation fe5d4705-0a9e-480d-ab22-e80bc6a14cc1 · outbound

This paper cites Towards robust event-guided low- light image enhancement: A large-scale real-world event-image dataset and novel approach.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.962214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:43251002e66c20912e49e6f1f5f9adc200bb7c4f1f944195e2d40c24c6f44792

Observation 4c12f7b5-319b-42c6-9e90-6b4cb43d4978 · outbound

This paper cites Swinir: Image restoration using swin transformer.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Swinir: Image restoration using swin transformer

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.982008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:69ff94558870dc8dfc07ea49cedb43faa08a09fe24c5ab978cda883b6505ff74

Observation fbc3f88b-fd20-4823-beba-e8cbdced3149 · outbound

This paper cites Learning event-driven video deblurring and interpolation.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning event-driven video deblurring and interpolation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.983785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:72ed7a727bce60615e84736681fc485992378a8481e6d4575c2016e9f9d9bdad

Observation 8d5ff279-3a19-4f3a-afce-a50bf5e49638 · outbound

This paper cites Pay attention to mlps.Advances in neural informa- tion processing systems, 34:9204–9215.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.958633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:5e9071f2c1098bf95577e6ad8df005fa6f4d342231b1624ac936ffbe4b94cb83

Observation 8a1f631c-847d-4339-a0c4-0243180e2bf1 · outbound

This paper cites VMamba: Visual State Space Model.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction VMamba: Visual State Space Model

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:23:07.453206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:384097310b71c6a143bf81a6e41f9a4c4be458ce472986683606eb4ac2e912ac

Observation 7e8ea678-aa44-49d1-bf93-ed0af8b860ff · outbound

This paper cites Event camera demosaicing via swin trans- former and pixel-focus loss.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event camera demosaicing via swin trans- former and pixel-focus loss

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.911095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:c1b22264914f2906a201b3e60c36e82994a70e3c4d45ed300685f228dfdd6190

Observation 72d3f862-9e09-4fe8-af43-1e5c0b67b678 · outbound

This paper cites U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-16T12:36:50.057331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:865f79e824eefa1d9c0b705965decaceabf843048e5277c1d8b6961f9be0e5e4

Observation 9adb9d68-29cf-4be9-8db8-99c97d967924 · outbound

This paper cites Multi-bracket high dynamic range imaging with event cameras.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Multi-bracket high dynamic range imaging with event cameras

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.987285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:ef5efd0523e948066342e81d879f0f96f1e9a119e464c5cd9968db7caf9037ac

Observation 5f7e6d75-4dc5-46ef-8bb2-1476e4e530d1 · outbound

This paper cites Deep multi- scale convolutional neural network for dynamic scene deblurring.CVPR.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Deep multi- scale convolutional neural network for dynamic scene deblurring.CVPR

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.969552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:2fd761b24b194915b24ca033cd8edfaf50fce9d4c75f7f96821ea8fa6b9938d6

Observation cd7d741b-db9b-4d40-966f-89438b953627 · outbound

This paper cites On the integration of self-attention and convolution.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction On the integration of self-attention and convolution

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.907690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:96af7243cf0da2a1e62fd31ec53bcffff839c8f22dc363216547f9e00df6afb0

Observation 6a5ed698-5eb9-4e26-9c19-6b9292a94ffb · outbound

This paper cites VL-Mamba: Exploring State Space Models for Multimodal Learning.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction VL-Mamba: Exploring State Space Models for Multimodal Learning

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.744283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:b8b49055af60f71cef81f40cc38ebc2c7d062385af8deac92b752226ce024275

Observation 362dcb5d-d828-4c1a-ab01-0854fb0288aa · outbound

This paper cites Esim: an open event camera simulator.CoLR.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Esim: an open event camera simulator.CoLR

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.937564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:6a506299be1877b3d09ca9da49b87cb2f842396219ae48b250b7fcd52fae17fe

Observation 3824dd75-8006-459d-bbc7-bdc0832bb315 · outbound

This paper cites Blurry video frame interpolation.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Blurry video frame interpolation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.935823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:5e1675d8207c927d874ad4256470a8224ef67470441b6aee775ed82823a1117c

Observation a99e72a6-ba06-4bab-8dfb-684ddd8cab10 · outbound

This paper cites VmambaIR: Visual State Space Model for Image Restoration.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction VmambaIR: Visual State Space Model for Image Restoration

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.725912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:c2752a085c2cb1bbbecbec385424c7aaffecdbb20246e9abff519429cd28f912

Observation 2951866a-8865-4af3-b0db-dc18ad70fc4b · outbound

This paper cites Reducing the sim-to-real gap for event cam- eras.ECCV.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Reducing the sim-to-real gap for event cam- eras.ECCV

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.939292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:aae6302d658b01c4cf71f8649ec91808ff52dca435ba89d1cd7b76a4cdc9432a

Observation 57967ba5-6d10-46af-b2cc-786163d9281c · outbound

This paper cites Spatially-attentive patch-hierarchical network for adaptive motion deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Spatially-attentive patch-hierarchical network for adaptive motion deblurring

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.949808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:5b7e2a06051e47dd0dad3c3b6b23cb185c552d6976b290730379283c0b542234

Observation 99f8f7d6-c370-49db-9b6c-0f8ec7edc475 · outbound

This paper cites Event-based fusion for motion deblur- ring with cross-modal attention.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based fusion for motion deblur- ring with cross-modal attention

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.905969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:3119c3f0b8e21016bc893f3638e42bc1570c2473ab8f864044c526f42dc31322

Observation 3e73c5cd-7186-4966-aca6-305f7598e2b0 · outbound

This paper cites Event-based frame inter- polation with ad-hoc deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based frame inter- polation with ad-hoc deblurring

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.944586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:44da551e00dced13579f95810e71cdd0c17615ce67f2847d3706c98a221fd4d4

Observation 172fe339-eff5-44a5-9023-bb147016d1ca · outbound

This paper cites Restoring images in adverse weather conditions via histogram transformer.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Restoring images in adverse weather conditions via histogram transformer

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.956836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:0472f3247fd9293fb5e422c05b56d1cf4437f7b5584fc2968e26fa5d31f1f48b

Observation fde01727-b1ad-403e-8bc3-72272c708eb2 · outbound

This paper cites Motion aware event representation-driven image deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Motion aware event representation-driven image deblurring

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.902668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:72fda7e2762152032f43378abe448f1c60d01e795cd7a42ff653b438a38f8b00

Observation 0799e3c5-2ffb-46fd-b1c6-3b388fbf6dd7 · outbound

This paper cites Sparse mlp for image recognition: Is self-attention really necessary? InProceedings of the AAAI conference on artificial intelligence, volume 36, pages 2344–2351.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.925259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:ded09a27c55b49c704aa1fd3e84f96d8bdab6210feefe224cc3f39814842810d

Observation d9f3000b-6af6-43ec-9cef-2dcba53f8d95 · outbound

This paper cites Scale-recurrent network for deep image deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Scale-recurrent network for deep image deblurring

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.948054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:8e7a972c36bed93dcab69fbf6a7fc85ed04dc3dc456d7b587af954fc1a40846d

Observation ec5eaa73-0ff9-40c1-9452-a4289c3dc348 · outbound

This paper cites BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.740560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:61b905a70f5ee3fd4d87aa5ed9d352a1599662a8cbc6f151766057e4128c317d

Observation b91932b6-c58c-433a-9200-2fedbe59eabf · outbound

This paper cites Event enhanced high-quality image re- covery.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event enhanced high-quality image re- covery

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.951457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:e98153f83325dd494cb3fe7422ab27363a44857877727a532c1227b9227d8860

Observation f968c03a-47f1-4d70-9ba8-fc62687ea649 · outbound

This paper cites Nformer: Robust person re- identification with neighbor transformer.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Nformer: Robust person re- identification with neighbor transformer

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.941048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:a47331885ce36ced0845f29bf47ae8f801b02ef7cff20d6465a3524b678cf798

Observation c443da8e-f819-423d-b4dc-38860dd12a04 · outbound

This paper cites Kvt: k-nn attention for boosting vision transformers.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Kvt: k-nn attention for boosting vision transformers

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.985611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:a457ef648867e73cb5276f51e185f12fd75644c0316d11b740c3c31de9675476

Observation 3286371e-6588-47b4-b579-5146622dd07c · outbound

This paper cites Uformer: A general u-shaped transformer for image restoration.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Uformer: A general u-shaped transformer for image restoration

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.953366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:e4a6428628cfe3047e25d46318f9c7b5554d16d8ad1562c564f2845176ab6fc7

Observation 4a1c49be-c2ae-42b4-a039-9bd7cf9877ba · outbound

This paper cites Event-based video reconstruction using transformer.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based video reconstruction using transformer

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.928803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:9d9ab8f1ffb4e2fec061efdb66d86f6e27544bcf33bd9c65697badc321bcff7d

Observation 1ddd01eb-1dc3-45bb-b207-0be7df750e96 · outbound

This paper cites HDR Imaging for Dynamic Scenes with Events.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction HDR Imaging for Dynamic Scenes with Events

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.677342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:e7015d1679e2eb0f0f224e6da08101467161c2d3dd8edb13ea09b7b0a83908f1

Observation 78804206-617c-4552-a333-77ebf91c61e6 · outbound

This paper cites SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Reference 52

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:00:54.688176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:92fefe1e9e6e68c69b960b0b83bf766cdfb2a5fac4ac1e24c890792a577de102

Observation 4da1a92d-76c6-4028-9bc4-36efad265d9d · outbound

This paper cites Unnatural l0 sparse representation for natural image deblurring.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Unnatural l0 sparse representation for natural image deblurring

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.960435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:6b6543145ee7c823aba51b98f547ec35d71f1e0a101dcb8f3b773a62ee7cf633

Observation d0ce0b1a-8175-410f-8d2b-b7151366a478 · outbound

This paper cites Event-based motion deblurring with modality-aware decomposition and recomposi- tion.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Event-based motion deblurring with modality-aware decomposition and recomposi- tion

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.930516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:94f322264870bd4b64a775e0222442617004752532689581e6af87bfc4d1411d

Observation 28578bb1-c213-4e6a-95ee-25cf4f73677e · outbound

This paper cites Learning event guided high dynamic range video reconstruction.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Learning event guided high dynamic range video reconstruction

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.912869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:fd9775b15d0e788168dddb6d478d3cff0daf97e4e680ed4ea1ac99e398b5a6c2

Observation 0dd7d3d2-c839-41eb-bf5e-f1171dfa51c8 · outbound

This paper cites Learning scale-aware spatio-temporal implicit representation for event-based motion de- blurring.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.909422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:90555740d2ff8196e88e1c51ac8ded0f6c8bf6e25d471ec5453763b6348339d9

Observation a3632b05-6664-425a-8f6b-613b2979352b · outbound

This paper cites Multi-stage progres- sive image restoration.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Multi-stage progres- sive image restoration

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.927068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:7ae63df150307e92368ce873ed3cf2ec3dbc5de61c5e8f7212e7b48fba12c5f8

Observation b6bfa885-5236-49bf-a18c-b5b78b69b890 · outbound

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

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Restormer: Efficient transformer for high- resolution image restoration

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.921521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:ec85b00cbc19a57f95b94f7b9aa3b2ff26d31f491478c16ffdfe49c38a38747a

Observation 0e5cd659-e4f1-496e-9c2e-21cab7bbcc4a · outbound

This paper cites Accurate Image Restoration with Attention Retractable Transformer.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Accurate Image Restoration with Attention Retractable Transformer

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.733841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:7b9c9259de0d62b31336c9d33e18c6a068def87f085ac2fde768cfa21f396ebe

Observation 8b8f87db-4bd8-4339-8a4e-2f3359eeedc7 · outbound

This paper cites Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection.

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.717537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:077f4b40e79b91b029beb49bb97c57a89f0a74934b94febcc0f7622e646e13c6

Observation 70a2329e-4b8e-4cfd-930f-75e2ddf0771e · outbound

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

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:37:00.904611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:db29bf89f13c01ada06177e7ab328effce5098a7cc6e7c3a99fe596dc4bf73ba

Observation 8652b6ee-971f-4912-b012-22246eb8a20d · outbound

This paper cites Learning weather-general and weather-specific fea- tures for image restoration under multiple adverse weather conditions.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T14:31:22.918165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T02:03:51.327432Z digest=sha256:401fe311e63b27f48ae5a284b4273457fb59585d88d248ba6bae8badc6c44195

Pith citing papers

Observation 50b58206-2661-4f06-8bb7-3285fdadb2e8 · inbound

Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-02T06:36:36.674723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:36:36.674723Z digest=sha256:bba48d5edc3ba9936c984e15ed8ea96ff89dd9e2929bc515ffe620780e9936b2