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Paper Citation Record · LEDGER

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection

As of 15 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2509.01080.

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

pith.paper-citation-record.v1
2509.01080 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:59:32.565287Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f4e951d-33db-4a3f-af5c-5029afaf8678 · outbound

This paper cites Scientific data 4(1), 1–13 (2017).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Scientific data 4(1), 1–13 (2017)

Reference 1

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Observation 206d259f-de2d-4164-ac7f-db20b52521d3 · outbound

This paper cites Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Reference 2

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Observation b4ab9fe5-891e-4569-87bf-da79c057456a · outbound

This paper cites Prentice-Hall, Inc.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Prentice-Hall, Inc

Reference 3

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Observation 10c81174-63f8-435a-a603-f22b28bb656e · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 4

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Observation a3a1bf60-d6fa-423f-af77-0b7fef809f08 · outbound

This paper cites Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion

Reference 5

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Observation 1e1673fd-def7-4532-a9d6-f2f5833d3b48 · outbound

This paper cites IEEE Transactions on Image Processing31, 4609– 4621 (2022).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection IEEE Transactions on Image Processing31, 4609– 4621 (2022)

Reference 6

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Observation 7dd903d0-e384-4aab-b994-e051dcf56219 · outbound

This paper cites In: Proceedings of the IEEE/CVF international confer- ence on computer vision.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE/CVF international confer- ence on computer vision

Reference 7

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Observation 9fb40aaa-c215-4da7-aeec-1be2da384d29 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 8

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Observation df97c3d2-58e5-4217-8757-7bfffb3d424a · outbound

This paper cites multimedia Tools and Applications 82(6), 9243–9275 (2023).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection multimedia Tools and Applications 82(6), 9243–9275 (2023)

Reference 9

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Observation b3c161da-3ac2-4d5f-9596-b97dda0cde3d · outbound

This paper cites Fusion-Mamba for Cross-modality Object Detection.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Fusion-Mamba for Cross-modality Object Detection

Reference 10

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Observation 2af94abe-b342-475a-87f1-7209c4d8a985 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 11

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Observation d6f2937e-7916-45fc-877d-047ffb363700 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition workshops.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition workshops

Reference 12

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Observation 95681e82-2083-4030-81f0-5f190021e0ad · outbound

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Unresolved cited work

Reference 13

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Observation 3b00016b-abca-465e-8e29-adc97fb9650e · outbound

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

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 14

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Observation 0cf5f9ce-9b9e-4675-a4f7-2683b65dfd5b · outbound

This paper cites an unresolved cited work.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Unresolved cited work

Reference 15

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Observation 2b512378-77a0-434e-92e7-046d09d1a694 · outbound

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

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Efficiently Modeling Long Sequences with Structured State Spaces

Reference 16

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This paper cites Advances in neural information processing systems34, 572–585 (2021).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Advances in neural information processing systems34, 572–585 (2021)

Reference 17

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Observation ce451c49-c4a1-49a6-a96e-35cfc84916c8 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 18

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Observation faed7df8-19a4-4fc1-86d8-b90a99e5a0be · outbound

This paper cites In: European Conference on Computer Vision.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: European Conference on Computer Vision

Reference 19

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Observation 480aa8f4-347f-44a6-ac5f-bf0760045e24 · outbound

This paper cites GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance

Reference 20

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This paper cites IEEE Transactions on Geoscience and Remote Sensing 62, 1–15 (2024).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection IEEE Transactions on Geoscience and Remote Sensing 62, 1–15 (2024)

Reference 21

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Observation 53a0b3a9-4ca0-4121-9ef6-fc24ef79621c · outbound

This paper cites In: European conference on computer vision.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: European conference on computer vision

Reference 22

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Observation 05eab0a7-b434-4180-b621-7f44d51b8035 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 23

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Observation 9236eec8-9d04-4cdd-a610-0c0f2e6ed54f · outbound

This paper cites Medical image analysis42, 60–88 (2017).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Medical image analysis42, 60–88 (2017)

Reference 24

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Observation 1abed565-f7e7-436d-8f28-9dc1730fa312 · outbound

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection VMamba: Visual State Space Model

Reference 25

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Unresolved cited work

Reference 26

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This paper cites Advances in neural information processing systems 29 (2016) Title Suppressed Due to Excessive Length 15.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Advances in neural information processing systems 29 (2016) Title Suppressed Due to Excessive Length 15

Reference 27

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Long Range Language Modeling via Gated State Spaces

Reference 28

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This paper cites IEEE transactions on medical imaging 34(10), 1993–2024 (2014).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection IEEE transactions on medical imaging 34(10), 1993–2024 (2014)

Reference 29

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This paper cites GeoInformatica 7, 179–209 (2003).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection GeoInformatica 7, 179–209 (2003)

Reference 30

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Observation 02e913eb-aa82-47a0-b083-d0e770321c4b · outbound

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Scientific data9(1), 222 (2022)

Reference 31

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the 1986 ACM SIGMOD international conference on Management of data

Reference 32

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Observation 11073402-378c-4868-8a89-39863718a6d1 · outbound

This paper cites Advances in Neural Information Processing Systems35, 14541–14554 (2022).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Advances in Neural Information Processing Systems35, 14541–14554 (2022)

Reference 33

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SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: International conference on machine learning

Reference 34

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Observation f58071a4-66ad-4a5c-978a-cd6f4ecd14a7 · outbound

This paper cites Advances in neural information processing systems34, 980–993 (2021).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Advances in neural information processing systems34, 980–993 (2021)

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:30.786854Z digest=sha256:a62434108173bb9665d50441ca818921ae824b4c3fbe842b71cbcbb3f2afd52c

Observation fde5c244-e151-47f0-9b67-8d0e41a2ea4a · outbound

This paper cites VM-UNet: Vision Mamba UNet for Medical Image Segmentation.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection VM-UNet: Vision Mamba UNet for Medical Image Segmentation

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:30.884643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:30.884643Z digest=sha256:7399b84cde1ce3449193ffc1fe44aae4386eb38f02490b694339bf74cc0994d2

Observation cd5d8f63-a38a-4ef5-a646-fb4820c27ada · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:35.623154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:30.983478Z digest=sha256:bc086b8ddde8d23738bed8e6127590ffdff5abd42f4f9d7a3a1ff049639a11c7

Observation 281c7bbc-0d81-4e4f-bb54-27f7fd559b3d · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:35.407149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.055453Z digest=sha256:52a34a8a408c6907455e2aa082a60f1a02fe94d19c87119a15393a39ab83aec4

Observation 52bdaf05-6660-4666-bcea-2d43e7b9fa8b · outbound

This paper cites In: International Conference on Med- ical Image Computing and Computer-Assisted Intervention.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: International Conference on Med- ical Image Computing and Computer-Assisted Intervention

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:35.204204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.139841Z digest=sha256:8e2f98991eb1881302b3de36cbae61434f3289c6aa801b6e2556f5cc52b14263

Observation 7a9b427b-0b6a-4deb-a04c-beecb6f71380 · outbound

This paper cites Advances in Neural Information Processing Systems 35, 34899–34911 (2022).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Advances in Neural Information Processing Systems 35, 34899–34911 (2022)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:35.035435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.244440Z digest=sha256:776391049771e6fde3eff52762c6e04fed9c046ddde3cd685f7a380b20d1e270

Observation 7a147985-fc78-46d2-8a62-4e44ff11f868 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence44(4), 1922–1933 (2020).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection IEEE transactions on pattern analysis and machine intelligence44(4), 1922–1933 (2020)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:34.856045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.367163Z digest=sha256:c1d210f80ed1f65c785aa0d49ec7da5dbff887ade3154e81f222b836f63b0252

Observation 55f450d1-1dba-4add-8901-00e75ed28634 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:34.670250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.442208Z digest=sha256:f1e4190b4bdfea010b031fe1760c2af1df4ab70e3b001b1cb833341eec41b3d0

Observation e4f6b82d-823a-4749-9d95-dc32dd7d4d6a · outbound

This paper cites Computers in Biology and Medicine170, 107983 (2024).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Computers in Biology and Medicine170, 107983 (2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:34.519387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.539103Z digest=sha256:da5c4bd2b9fd556c8d5336fe9adb0cd683fbfa8b289d1561bb679169e33af39d

Observation 2283396d-8036-4cff-8d78-a5c6da0f7d15 · outbound

This paper cites Understanding differences in applying DETR to natural and medical images.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Understanding differences in applying DETR to natural and medical images

Reference 44

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T12:59:32.849633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.621809Z digest=sha256:c9f8113c7a104674d5df2af0ebd82c573c2c29ac4242269f2270ef2fd0966d33

Observation 91829367-6546-47b1-881d-f25b6d52039b · outbound

This paper cites Computers in Biology and Medicine163, 107149 (2023).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Computers in Biology and Medicine163, 107149 (2023)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:34.365446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:31.755530Z digest=sha256:2f798ea0250ad5d28120588bb0cd985ac10b27a06c49d8a2bd8725f7044cf06a

Observation 842e0cc4-f1cd-4430-ac4d-a1188f8daba9 · outbound

This paper cites Tuning Frequency Bias of State Space Models.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Tuning Frequency Bias of State Space Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:31.891735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:31.891735Z digest=sha256:df141222d9ffa1193ee20f0b72ec204dee70ce2037e2639a8d537edcc6d20633

Observation 1cdd679f-03fc-48c9-adae-3b9b3c790b1a · outbound

This paper cites In: Proceedings of the 24th ACM international conference on Multimedia.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the 24th ACM international conference on Multimedia

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:34.217678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:32.009698Z digest=sha256:f50564b73b5f14d81c7556006c2d44e83fdb10c14b97fbed207201369e3d836e

Observation 718dd4c9-b98d-4730-9c22-c71d527a28e0 · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:32.135643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:32.135643Z digest=sha256:f1cc36d45422352e63d9f26a109e61bdf82e1c3e518cfaf0bcd46a3a6d339d49

Observation fef29310-891b-4841-8393-9151907f97f7 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:34.060347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:32.217728Z digest=sha256:15fb494268d5d6163f5dab46ab2196cbac8ba8ef33dcb17a9bc32494dd5deb9a

Observation dac2093c-ba4e-442d-82cb-9c643ccb006f · outbound

This paper cites Elec- tronics 9(3), 537 (2020).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Elec- tronics 9(3), 537 (2020)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:33.891330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:32.314158Z digest=sha256:2f0927a89eced340d61a6b9c5f44caa50c3f9943b416b14e94ccb3847b527452

Observation 15cf1a3a-0cbf-4d5c-915d-09204d957d85 · outbound

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

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:32.414131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:32.414131Z digest=sha256:e6edb0640c68943e8303942dfbd77a3f4825138fef0a43cce7b1efcb110cd837

Observation 1244e8dc-654d-421a-aa50-218bc9717cdd · outbound

This paper cites Heliyon 10(19) (2024).

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection Heliyon 10(19) (2024)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:33.692691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:32.487752Z digest=sha256:d1a9f2a74a2d67166de127fdad3aa53c37ca707b840cf5939073982c0e2b0c21

Observation b062b150-a1cb-47ef-a22e-175c6bdd1e76 · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Multimedia.

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection In: Proceedings of the 32nd ACM International Conference on Multimedia

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:33.573370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T12:59:32.565287Z digest=sha256:94ec4cc63f9da59d16215a8416251be74b3e75a03a2ea282646c02913fb9d1e7

Pith citing papers

No inbound Pith citation observations are available.