Paper Citation Record · LEDGER

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2606.20282.

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

pith.paper-citation-record.v1
2606.20282 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:45:54.245306Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:45:54.245306Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T03:39:30.675926Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5afc50b-2228-4f24-892e-d422f8688cb9 · outbound

This paper cites U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T03:39:30.678037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8819866-b515-4c21-8f84-aa0c244dc05a · outbound

This paper cites an unresolved cited work.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f130ba2f-e428-42b2-946f-8c0df5f805d9 · outbound

This paper cites an unresolved cited work.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8674bb-e293-4ae0-b394-3d3b5404f739 · outbound

This paper cites an unresolved cited work.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122fb90f-3257-471a-aa04-3d535d955119 · outbound

This paper cites The entire architecture of U2Mamba is then presented, which includes a multiscale Mamba mechanism and a stacked U-Net-like structure.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection The entire architecture of U2Mamba is then presented, which includes a multiscale Mamba mechanism and a stacked U-Net-like structure

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fc020f-6b86-40d6-ab35-56551bf5ebc4 · outbound

This paper cites Datasets and Metrics We train our network on DUTS-TR, which has 10553 images in total.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Datasets and Metrics We train our network on DUTS-TR, which has 10553 images in total

Reference 6

Resolution: malformed identifier; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00049c71-513e-47c5-9301-a5dd8c330a33 · outbound

This paper cites Our developed multi- scale Mamba U structure block (MMUB) is integrated into each stage of U2-Mamba.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Our developed multi- scale Mamba U structure block (MMUB) is integrated into each stage of U2-Mamba

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a9b641-6d31-476b-8313-2f34672d8a95 · outbound

This paper cites Review the state-of-the-art technologies of semantic segmentation based on deep learning,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Review the state-of-the-art technologies of semantic segmentation based on deep learning,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad89f32d-deec-453c-9435-6dbcf0f5dee5 · outbound

This paper cites Fcn-based approach for the automatic segmentation of bone surfaces in ultrasound images,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Fcn-based approach for the automatic segmentation of bone surfaces in ultrasound images,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab7ae61c-a336-4d6b-8fef-7e0ad24d7eed · outbound

This paper cites Neighborhood attention transformer,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Neighborhood attention transformer,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e013b0-27da-45e7-8d47-c7c6b7f806e2 · outbound

This paper cites Swin transformer: Hi- erarchical vision transformer using shifted windows,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Swin transformer: Hi- erarchical vision transformer using shifted windows,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 404587c5-3a82-457c-b9c3-6ff69ae72cdf · outbound

This paper cites Ssnet: A novel transformer and cnn hybrid network for re- mote sensing semantic segmentation,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Ssnet: A novel transformer and cnn hybrid network for re- mote sensing semantic segmentation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 648d3375-5f39-4afd-b745-cd16b5af09fb · outbound

This paper cites A survey on visual mamba,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection A survey on visual mamba,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 330da7f1-30f0-439a-95bb-e10f1cc39ca1 · outbound

This paper cites VMamba: Visual State Space Model.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection VMamba: Visual State Space Model

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-04T03:39:30.687015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d897a902-1b71-4d52-9997-24bab6f724af · outbound

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

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-04T03:39:30.691025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54b3b139-00ad-4441-88c6-b06582965bc9 · outbound

This paper cites Mambasod: Dual mamba-driven cross-modal fusion network for rgb-d salient object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Mambasod: Dual mamba-driven cross-modal fusion network for rgb-d salient object detection,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6692222a-91af-4dae-b285-0297ff410adb · outbound

This paper cites U-shaped Vision Mamba for Single Image Dehazing.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection U-shaped Vision Mamba for Single Image Dehazing

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.683221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 783004ba-490d-461d-ab38-fff624fdec09 · outbound

This paper cites Uiu-net: U- net in u-net for infrared small object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Uiu-net: U- net in u-net for infrared small object detection,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2cd5efe-51df-4e98-adf2-f9286fa929b0 · outbound

This paper cites U2-net: Going deeper with nested u-structure for salient object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection U2-net: Going deeper with nested u-structure for salient object detection,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ac83d7-e02b-42c9-b990-721f2023fda0 · outbound

This paper cites U2-onet: A two-level nested octave u- structure network with a multi-scale attention mechanism for moving object segmentation,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection U2-onet: A two-level nested octave u- structure network with a multi-scale attention mechanism for moving object segmentation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8918fc6b-b052-4c0e-b637-9713a87f8f43 · outbound

This paper cites Hierarchical saliency detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Hierarchical saliency detection,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae008cb-787e-4c45-9c90-2290552d0511 · outbound

This paper cites The secrets of salient object segmentation,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection The secrets of salient object segmentation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cceb3b07-8f34-4194-8ce3-5506c8b8a167 · outbound

This paper cites Saliency detection via graph-based mani- fold ranking,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Saliency detection via graph-based mani- fold ranking,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 700bb5a2-87f5-4e59-8660-febe54f9b433 · outbound

This paper cites Visual saliency based on multi- scale deep features,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Visual saliency based on multi- scale deep features,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 622b09d8-e9b1-4222-b82c-a8d0169423a3 · outbound

This paper cites Learning to detect salient objects with image-level supervision,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Learning to detect salient objects with image-level supervision,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b210b09a-0f01-4e4f-a651-eedf35f14972 · outbound

This paper cites Boosting broader receptive fields for salient object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Boosting broader receptive fields for salient object detection,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 706a6d91-bedb-497a-9c55-dae0be16532a · outbound

This paper cites F 3net: fusion, feedback and focus for salient object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection F 3net: fusion, feedback and focus for salient object detection,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68cbcac6-1a62-4fe1-8eba-ac9e0d0828f7 · outbound

This paper cites Recursive contour-saliency blending network for accurate salient object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Recursive contour-saliency blending network for accurate salient object detection,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc03499a-f925-4ac9-9d59-77128c8059d9 · outbound

This paper cites Msenet: Marbling score estimation network for automated assessment of korean beef,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Msenet: Marbling score estimation network for automated assessment of korean beef,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d5e46c-7904-4b93-a35c-ce830d30cb5e · outbound

This paper cites Label decoupling framework for salient object detec- tion,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Label decoupling framework for salient object detec- tion,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2fc5723-d0b3-4a85-9bc7-81835ff043ec · outbound

This paper cites Poolnet deep feature based person re-identification,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Poolnet deep feature based person re-identification,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4f60fca-f0fa-496f-bb65-a1691c5ff2ff · outbound

This paper cites Pixels, regions, and objects: Multiple enhancement for salient object detection,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Pixels, regions, and objects: Multiple enhancement for salient object detection,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b95d80a-0bf8-4984-b16c-588850fc69c9 · outbound

This paper cites Visual saliency transformer,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Visual saliency transformer,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 503c8e6b-eadc-4c28-a4e7-1b0cae66353a · outbound

This paper cites Vst++: Ef- ficient and stronger visual saliency transformer,.

U$^2$Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection Vst++: Ef- ficient and stronger visual saliency transformer,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-26T17:45:54.245306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d5afc50b-2228-4f24-892e-d422f8688cb9 · inbound