DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining | Paper Citation Record

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This paper cites Demystifying MMD GANs.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Demystifying MMD GANs

Reference 1

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This paper cites Multi-marginal wasserstein gan.Ad- vances in Neural Information Processing Systems, 32, 2019.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Multi-marginal wasserstein gan.Ad- vances in Neural Information Processing Systems, 32, 2019

Reference 2

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This paper cites Smote: synthetic minority over- sampling technique.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Smote: synthetic minority over- sampling technique

Reference 3

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Observation feeddd2f-136a-4d7c-8c51-32e672788eeb · outbound

This paper cites Stargan v2: Diverse image synthesis for multiple domains.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Stargan v2: Diverse image synthesis for multiple domains

Reference 4

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Observation 904f0aa5-7ad1-43db-ba49-840ac033311b · outbound

This paper cites Airogs: Artificial intelligence for robust glaucoma screening challenge.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Airogs: Artificial intelligence for robust glaucoma screening challenge

Reference 5

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Observation 550a4942-aa89-4ded-b24a-3cd1698222dd · outbound

This paper cites Explain- able framework for glaucoma diagnosis by image process- ing and convolutional neural network synergy: analysis with doctor evaluation.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Explain- able framework for glaucoma diagnosis by image process- ing and convolutional neural network synergy: analysis with doctor evaluation

Reference 6

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Observation dec759bd-65cd-4856-a940-6d9ae8d4c027 · outbound

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

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 7

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Observation c13e0c90-1c95-4ce1-97e6-edbbbb92c8f0 · outbound

This paper cites Dr10k: Transfer learning using weak labels for grading diabetic retinopathy on dr10k dataset.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Dr10k: Transfer learning using weak labels for grading diabetic retinopathy on dr10k dataset

Reference 8

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Observation 9557fc38-cf90-467f-9f49-3da53610cc44 · outbound

This paper cites Prevalence of diabetic retinopathy in patients with diabetes in alexandria and north-west delta, egypt.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Prevalence of diabetic retinopathy in patients with diabetes in alexandria and north-west delta, egypt

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:28.027885Z

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Observation 0db0adfc-b75c-4277-bc9a-aa85e5a3c6be · outbound

This paper cites Generative adversarial nets.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Generative adversarial nets

Reference 10

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Observation f9e494ee-67a8-4c97-8623-bfb9358c40fb · outbound

This paper cites Deep residual learning for image recognition.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Deep residual learning for image recognition

Reference 11

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Observation bac26e29-5d55-4786-8ce6-9e510297da6d · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 12

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Observation e145621d-9236-4cd4-a9a1-0ead4e788296 · outbound

This paper cites Denoising dif- fusion probabilistic models.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Denoising dif- fusion probabilistic models

Reference 13

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Observation 5639cfbb-6b0b-4a0f-af87-b0d199733e92 · outbound

This paper cites Classifier-Free Diffusion Guidance.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Classifier-Free Diffusion Guidance

Reference 14

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Observation 1b45edc3-af61-4803-9ed6-ec57e05ddab3 · outbound

This paper cites What do patients with glaucoma see? visual symptoms re- ported by patients with glaucoma.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining What do patients with glaucoma see? visual symptoms re- ported by patients with glaucoma

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.976386Z

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Observation c349b74f-1d83-42dc-b3bc-c8a4c4c9416e · outbound

This paper cites Ethnic diversity of retinal images used to train artificial intelligence models improves diagnostic accuracy to detect diabetic retinopathy.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Ethnic diversity of retinal images used to train artificial intelligence models improves diagnostic accuracy to detect diabetic retinopathy

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.963198Z

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Observation c3378ef9-9566-4d1c-9ce3-636105aed57e · outbound

This paper cites Decoupling Representation and Classifier for Long-Tailed Recognition.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Decoupling Representation and Classifier for Long-Tailed Recognition

Reference 17

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Observation 172d6197-9abd-4ca0-a78e-2ca01f250782 · outbound

This paper cites Unpaired Image-to-Image Translation via Neural Schr\"odinger Bridge.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Unpaired Image-to-Image Translation via Neural Schr\"odinger Bridge

Reference 18

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Observation 8b77df48-c9a9-4b7b-9a97-2f5d597139cc · outbound

This paper cites Learning from imbalanced data: open challenges and future directions.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Learning from imbalanced data: open challenges and future directions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.947178Z

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Observation d5c63c62-22ce-42de-a765-6e87596ceb0b · outbound

This paper cites A deep learning approach to automatic detection of early glau- coma from visual fields.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining A deep learning approach to automatic detection of early glau- coma from visual fields

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.931220Z

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Observation ea988c44-0a37-49ea-b849-a921d15b9790 · outbound

This paper cites Photo- realistic single image super-resolution using a generative ad- versarial network.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Photo- realistic single image super-resolution using a generative ad- versarial network

Reference 21

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Observation 32fb9010-1a28-4308-9796-afe51a4f6024 · outbound

This paper cites Attention based glaucoma detection: A large-scale database and cnn model.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Attention based glaucoma detection: A large-scale database and cnn model

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.899953Z

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Observation 4bbddaf8-b760-4bbc-a1a1-b0dbe49984b8 · outbound

This paper cites Racial differences in reti- nal vessel geometric characteristics: a multiethnic study in healthy asians.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Racial differences in reti- nal vessel geometric characteristics: a multiethnic study in healthy asians

Reference 23

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Observation 458a15f1-c7d9-4bdf-be62-7fa9d64fceb2 · outbound

This paper cites Efficacy of a deep learning system for detecting glaucomatous optic neuropathy based on color fun- dus photographs.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Efficacy of a deep learning system for detecting glaucomatous optic neuropathy based on color fun- dus photographs

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.872218Z

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Observation a3c01f95-9ed0-4b32-85fd-603339b8b5f1 · outbound

This paper cites Focal loss for dense object detection.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Focal loss for dense object detection

Reference 25

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Observation d1a94284-ef52-49b0-9515-5a6f8956ac57 · outbound

This paper cites Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Reference 26

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Observation b2d80325-7924-41c7-a934-b59f90671dec · outbound

This paper cites Exploring the limits of weakly supervised pretraining.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Exploring the limits of weakly supervised pretraining

Reference 27

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Observation eb83ec41-d7b3-4faf-81de-3239070f5b2c · outbound

This paper cites Refuge challenge: A unified framework for evaluat- ing automated methods for glaucoma assessment from fun- dus photographs.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Refuge challenge: A unified framework for evaluat- ing automated methods for glaucoma assessment from fun- dus photographs

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.837295Z

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Observation 7ef59596-9d88-4ac9-a1db-d8e319e2ef19 · outbound

This paper cites The Effectiveness of Data Augmentation in Image Classification using Deep Learning.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Reference 29

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Observation 3771404c-4474-494d-9cd9-cff39b3b8825 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining High-resolution image synthesis with latent diffusion models

Reference 30

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This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining U- net: Convolutional networks for biomedical image segmen- tation

Reference 31

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Observation 9d875708-a095-448b-b870-02508fde81ea · outbound

This paper cites Improved techniques for training gans.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Improved techniques for training gans

Reference 32

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This paper cites Simplifying neural network training under class imbalance.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Simplifying neural network training under class imbalance

Reference 33

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This paper cites Gans for medical image synthesis: An empirical study.Jour- nal of Imaging, 9(3):69, 2023.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Gans for medical image synthesis: An empirical study.Jour- nal of Imaging, 9(3):69, 2023

Reference 34

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Observation 5ddc1144-e2b5-4ff8-ae64-b0a1801ec401 · outbound

This paper cites Learning structured output representation using deep conditional gen- erative models.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Learning structured output representation using deep conditional gen- erative models

Reference 35

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Observation 9cab0378-e5f0-4d25-9439-da85291fe735 · outbound

This paper cites Denoising Diffusion Implicit Models.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Denoising Diffusion Implicit Models

Reference 36

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This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Score-Based Generative Modeling through Stochastic Differential Equations

Reference 37

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This paper cites Cost-sensitive boosting for classification of imbalanced data.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Cost-sensitive boosting for classification of imbalanced data

Reference 38

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Observation f36e0a91-fa3a-47a8-9b3d-65894f3b5988 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 39

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This paper cites Strategies for improving early detection of glau- coma: the combined structure–function index.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Strategies for improving early detection of glau- coma: the combined structure–function index

Reference 40

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Observation 93f5d2c0-6b5a-46cb-bf88-305784670833 · outbound

This paper cites Cost-sensitive learning methods for imbalanced data.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Cost-sensitive learning methods for imbalanced data

Reference 41

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Observation 7cbd8f27-7375-4acd-a4e0-defeb18dd94d · outbound

This paper cites Global prevalence of glau- coma and projections of glaucoma burden through 2040: a systematic review and meta-analysis.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Global prevalence of glau- coma and projections of glaucoma burden through 2040: a systematic review and meta-analysis

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.685758Z

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Observation ff07788b-660b-4b6c-b79f-3859a046806d · outbound

This paper cites Racial varia- tions in the prevalence of primary open-angle glaucoma: the baltimore eye survey.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Racial varia- tions in the prevalence of primary open-angle glaucoma: the baltimore eye survey

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.667849Z

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Observation 0c825f4a-3942-458f-9398-fbd0d43eb48b · outbound

This paper cites Going deeper with Image Transformers.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Going deeper with Image Transformers

Reference 44

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Observation bced734e-769d-4cdb-95fd-a330ad46b94f · outbound

This paper cites Experimental perspectives on learning from imbal- anced data.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Experimental perspectives on learning from imbal- anced data

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.651033Z

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Observation 0cb8da05-1762-4532-8b3c-e2f80c7f4559 · outbound

This paper cites Attention is all you need.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Attention is all you need

Reference 46

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Observation 4ef541f5-ba42-4bdd-ab35-3362c757ee89 · outbound

This paper cites Vision transformers based classification for glau- comatous eye condition.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Vision transformers based classification for glau- comatous eye condition

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.622135Z

Source-reported events for the cited work

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Observation ae9b51fc-a096-4e25-b567-e29a8301eaa9 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining The unreasonable effectiveness of deep features as a perceptual metric

Reference 48

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Observation 36b1802e-cc35-4c97-9a72-db13ce0f46fe · outbound

This paper cites Weakly-supervised simultaneous evidence identification and segmentation for automated glaucoma di- agnosis.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Weakly-supervised simultaneous evidence identification and segmentation for automated glaucoma di- agnosis

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.596673Z

Source-reported events for the cited work

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Observation 11ee5fce-13be-4c27-950c-691eb94ec659 · outbound

This paper cites Unpaired image-to-image translation using cycle- consistent adversarial networks.

DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Unpaired image-to-image translation using cycle- consistent adversarial networks

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:24:27.580649Z

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