Paper Citation Record · LEDGER

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining

As of 12 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2501.15798.

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

pith.paper-citation-record.v1
2501.15798 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:00:26.856579Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

46 of 46 outbound references displayed

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External citation measurements

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Outbound references

Observation 1e6f629a-a2b5-4ac9-9639-7bc1377519fd · outbound

This paper cites an unresolved cited work.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Unresolved cited work

Reference 1

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This paper cites an unresolved cited work.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Unresolved cited work

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This paper cites Publicly Available Clinical BERT Embeddings.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Publicly Available Clinical BERT Embeddings

Reference 3

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This paper cites In: European conference on computer vision.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: European conference on computer vision

Reference 4

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This paper cites IEEE Transactions on Neural Networks and Learning Systems (2023).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining IEEE Transactions on Neural Networks and Learning Systems (2023)

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This paper cites Image Analysis & Stereology pp.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Image Analysis & Stereology pp

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

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 7

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Unresolved cited work

Reference 8

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This paper cites https://doi.org/10.21227/dt4f-rt59, https://dx.doi.org/10.21227/dt4f-rt59.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining https://doi.org/10.21227/dt4f-rt59, https://dx.doi.org/10.21227/dt4f-rt59

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Observation 28f0a7fe-6338-4906-8f3d-54d835316b66 · outbound

This paper cites International Journal of Computer Vision 132(2), 581–595 (2024).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining International Journal of Computer Vision 132(2), 581–595 (2024)

Reference 10

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Observation 8d7813d8-7f07-43cd-becb-1d844960de6e · outbound

This paper cites Computers & Electrical Engineering 81, 106532 (2020).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Computers & Electrical Engineering 81, 106532 (2020)

Reference 11

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

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Proceedings of the IEEE conference on computer vision and pattern recognition

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

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 13

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Observation d3ced5c3-0402-4dbe-80c4-2a3ffdad8096 · outbound

This paper cites In: Proceedings of the IEEE/CVF winter conference on applications of computer vision.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Proceedings of the IEEE/CVF winter conference on applications of computer vision

Reference 14

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

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

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Observation d4e9b171-8a52-43f4-8b7b-0adc693e515e · outbound

This paper cites Scientific data 9(1), 475 (2022).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Scientific data 9(1), 475 (2022)

Reference 16

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This paper cites Scientific Data 11(1), 365 (2024).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Scientific Data 11(1), 365 (2024)

Reference 17

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Observation aacbcaf5-409c-4b62-9a83-e9b33008ee51 · outbound

This paper cites In: Forty-first International Conference on Machine Learning.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Forty-first International Conference on Machine Learning

Reference 18

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Observation 50a0363c-88ad-40b2-b2a5-3eca6c820076 · outbound

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

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 19

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This paper cites Advances in neural information processing systems 34, 9694–9705 (2021).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Advances in neural information processing systems 34, 9694–9705 (2021)

Reference 20

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) (2021)

Reference 21

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This paper cites VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge

Reference 22

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: The Eleventh International Conference on Learning Representations (2022)

Reference 23

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This paper cites Medical image analysis 59, 101570 (2020).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Medical image analysis 59, 101570 (2020)

Reference 24

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Data 6(2), 14 (2021)

Reference 25

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Unresolved cited work

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This paper cites IEEE Transactions on Medical Imaging 40(7), 1750–1762 (2021).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining IEEE Transactions on Medical Imaging 40(7), 1750–1762 (2021)

Reference 27

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Medical image analysis 59, 101561 (2020)

Reference 28

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This paper cites VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: International conference on machine learning

Reference 30

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This paper cites EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis

Reference 31

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Observation b3a0c147-47a2-45ca-bd7e-dbceeb853e86 · outbound

This paper cites Scalable Image Tokenization with Index Backpropagation Quantization.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Scalable Image Tokenization with Index Backpropagation Quantization

Reference 32

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Unresolved cited work

Reference 34

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Observation f09af816-8ead-4936-92ae-0f2699cb9fd6 · outbound

This paper cites Advances in neural information processing systems 30 (2017).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Advances in neural information processing systems 30 (2017)

Reference 35

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.101195Z

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Observation 23392bb9-fef2-4784-bca7-fcb18d2cd13c · outbound

This paper cites Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model

Reference 37

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining JAMA ophthalmology 138(2), 190– 198 (2020)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.087023Z

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Observation fa8f1eae-b5ec-4e53-b353-c9bf14f8c748 · outbound

This paper cites VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis

Reference 39

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.072985Z

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining arXiv e-prints pp

Reference 41

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Observation 7ce3b470-7feb-4b16-a886-3e6039baba49 · outbound

This paper cites In: European Conference on Computer Vision.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining In: European Conference on Computer Vision

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.046595Z

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Observation 5d3da50c-ffca-461c-bc2c-1ec9980ed864 · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 43

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Observation c8263066-e9cd-44a5-8ab4-6671e5be1723 · outbound

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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining medRxiv pp

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.034377Z

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Observation 3751da3e-8a61-4d77-b171-dba210e7c0eb · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems (2024).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining IEEE Transactions on Neural Networks and Learning Systems (2024)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.022231Z

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Observation 2828af69-bc3f-4d8c-8dce-3eb91b17d8d0 · outbound

This paper cites Nature 622(7981), 156–163 (2023).

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining Nature 622(7981), 156–163 (2023)

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:00:27.007586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.