SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition | Paper Citation Record

Observation 21a29c5a-18ef-4919-b0ba-ede5cd889d3d · outbound

This paper cites Medical image diagnosis based on adaptive hybrid quantum cnn.BMC Medical Imaging, 23(1):126, 2023.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Medical image diagnosis based on adaptive hybrid quantum cnn.BMC Medical Imaging, 23(1):126, 2023

Reference 1

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Observation e7262a45-6f59-4b81-b076-c3e144d9deab · outbound

This paper cites Metalabelnet: Learning to generate soft-labels from noisy- labels.IEEE Transactions on Image Processing, 31:4352–4362, 2022.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Metalabelnet: Learning to generate soft-labels from noisy- labels.IEEE Transactions on Image Processing, 31:4352–4362, 2022

Reference 2

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This paper cites Quantenmechanik der stoßvorgänge.Zeitschrift für physik, 38(11):803–827, 1926.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Quantenmechanik der stoßvorgänge.Zeitschrift für physik, 38(11):803–827, 1926

Reference 3

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This paper cites Understanding and utilizing deep neural networks trained with noisy labels.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Understanding and utilizing deep neural networks trained with noisy labels

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Observation f0872ee1-d1cb-43cd-91a0-beb92348603a · outbound

This paper cites Bomd: bag of multi-label descriptors for noisy chest x-ray classification.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Bomd: bag of multi-label descriptors for noisy chest x-ray classification

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Observation ad5ed504-cb8b-4ec2-9ead-f44d71b8ac42 · outbound

This paper cites Class-dependent label-noise learning with cycle-consistency regularization.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Class-dependent label-noise learning with cycle-consistency regularization

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Observation f31b3a31-6025-4657-9cee-ac934be87a54 · outbound

This paper cites Ssr: an efficient and robust framework for learning with unknown label noise.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Ssr: an efficient and robust framework for learning with unknown label noise

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Observation be52b9d2-35b3-401d-9bd4-8665ae5db525 · outbound

This paper cites Instance- dependent noisy label learning via graphical modelling.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Instance- dependent noisy label learning via graphical modelling

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Observation fe0a6a42-6c44-4859-af39-a74c1bbb2a6f · outbound

This paper cites On calibration of modern neural networks.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition On calibration of modern neural networks

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Observation d3c86c0d-754e-4a8a-87e3-e3a7200f475d · outbound

This paper cites Co-teaching: Robust training of deep neural networks with extremely noisy labels.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Co-teaching: Robust training of deep neural networks with extremely noisy labels

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Observation 31baf766-ce9d-4a24-8304-c4b49032ec2c · outbound

This paper cites Supervised learning with quantum-enhanced feature spaces.Nature, 567(7747):209–212, 2019.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Supervised learning with quantum-enhanced feature spaces.Nature, 567(7747):209–212, 2019

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Observation 674d6342-0d17-419b-bb2f-af71cf036797 · outbound

This paper cites Probabilistic instance dependent label refinement for noisy label learning.Machine Learning, 114(5):120, 2025.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Probabilistic instance dependent label refinement for noisy label learning.Machine Learning, 114(5):120, 2025

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Observation 98ddd124-ac97-4717-93c3-ba9de9fd74f6 · outbound

This paper cites Deep residual learning for image recognition.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Deep residual learning for image recognition

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Observation 61251b7c-c88f-4203-96b5-ce603672a860 · outbound

This paper cites Deep Learning Scaling is Predictable, Empirically.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Deep Learning Scaling is Predictable, Empirically

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Observation 6151aa90-c8eb-42c6-86e8-a2844bd812ec · outbound

This paper cites Quantum convolutional neural network for classical data classification.Quantum Machine Intelligence, 4(1):3, 2022.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Quantum convolutional neural network for classical data classification.Quantum Machine Intelligence, 4(1):3, 2022

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Observation dd573570-1c69-4f3c-a989-177d8de091a3 · outbound

This paper cites A medical image classification model based on quantum-inspired genetic algorithm.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition A medical image classification model based on quantum-inspired genetic algorithm

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Observation 6e8a1e1e-bc1b-4b9d-a715-ff5ad7c2a7a1 · outbound

This paper cites Distribution-aware multi-label fixmatch for semi-supervised learning on chexpert.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Distribution-aware multi-label fixmatch for semi-supervised learning on chexpert

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Observation 39b570c1-73b8-43ad-8da6-9a923e73e81d · outbound

This paper cites Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison

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Observation c9d281dc-a5a0-4d42-a395-1ffc9ce8dffb · outbound

This paper cites Visu- alchexbert: addressing the discrepancy between radiology report labels and image labels.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Visu- alchexbert: addressing the discrepancy between radiology report labels and image labels

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Observation 7cef9646-ccf2-4db4-a49b-1a8bb54d8937 · outbound

This paper cites How to handle noisy labels for robust learning from uncertainty.Neural networks, 143:209–217, 2021.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition How to handle noisy labels for robust learning from uncertainty.Neural networks, 143:209–217, 2021

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Observation f5e780f6-c85e-4586-a9d8-9f6ad831072b · outbound

This paper cites Quantum neural network states: A brief review of methods and applications.Advanced Quantum Technologies, 2(7-8):1800077, 2019.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Quantum neural network states: A brief review of methods and applications.Advanced Quantum Technologies, 2(7-8):1800077, 2019

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Observation 8aa0d69b-f044-46e9-885e-bd614eba1ad0 · outbound

This paper cites Improving medical images classification with label noise using dual- uncertainty estimation.IEEE transactions on medical imaging, 41(6):1533–1546, 2022.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Improving medical images classification with label noise using dual- uncertainty estimation.IEEE transactions on medical imaging, 41(6):1533–1546, 2022

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Observation 698651a9-9c6e-4c0c-980e-e943374e3520 · outbound

This paper cites Unicon: Combating label noise through uniform selection and contrastive learning.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Unicon: Combating label noise through uniform selection and contrastive learning

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This paper cites Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis.Medical image analysis, 65:101759, 2020.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis.Medical image analysis, 65:101759, 2020

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This paper cites Learning with noisy labels by efficient transition matrix estimation to combat label miscorrection.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Learning with noisy labels by efficient transition matrix estimation to combat label miscorrection

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This paper cites Quantum methods for neural networks and application to medical image classification.Quantum, 6:881, 2022.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Quantum methods for neural networks and application to medical image classification.Quantum, 6:881, 2022

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition A quantum-inspired medical scalable convolutional neural network for intelligent pneumonia diagnosis.Biomedical Signal Processing and Control, 112: 108440, 2026

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This paper cites Learning causal transition matrix for instance-dependent label noise.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Learning causal transition matrix for instance-dependent label noise

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Dividemix: Learning with noisy labels as semi-supervised learning

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Selective-supervised contrastive learning with noisy labels

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Provably end-to-end label-noise learning without anchor points

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Disc: Learning from noisy labels via dynamic instance-specific selection and correction

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Early- learning regularization prevents memorization of noisy labels.Advances in neural information processing systems, 33:20331–20342, 2020

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Robust training under label noise by over- parameterization

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Classification with noisy labels by importance reweighting

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Peer loss functions: Learning from noisy labels without knowing noise rates

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Identifiability of label noise transition matrix

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Medical image classification via quantum neural networks

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Hyperparam- eter importance and optimization of quantum neural networks across small datasets.Machine Learning, 113(4):1941–1966, 2024

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Noisy label learning with instance-dependent outliers: Identifiability via crowd wisdom.Advances in Neural Information Processing Systems, 37:97261–97298, 2024

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Confident learning: Estimating uncertainty in dataset labels.Journal of Artificial Intelligence Research, 70:1373–1411, 2021

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Quantum neural network- assisted learning for small medical datasets: a case study in emphysema detection.The Journal of Supercomputing, 81(1):308, 2025

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Making deep neural networks robust to label noise: A loss correction approach

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Nqnn: Noise-aware quantum neural networks for medical image classification

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This paper cites Nqnn: Noise-aware quantum neural networks for medical image classification.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Nqnn: Noise-aware quantum neural networks for medical image classification

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Ca2c: A prior-knowledge-free approach for robust label noise learning via asymmetric co-learning and co-training

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This paper cites A survey of label-noise deep learning for medical image analysis.Medical image analysis, 95:103166, 2024.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition A survey of label-noise deep learning for medical image analysis.Medical image analysis, 95:103166, 2024

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Learning from noisy labels with deep neural networks: A survey.IEEE transactions on neural networks and learning systems, 34(11):8135–8153, 2022

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Joint optimization framework for learning with noisy labels

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Scalable penalized regression for noise detection in learning with noisy labels

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Combating noisy labels by agreement: A joint training method with co-regularization

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SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Mitigating neural network overconfidence with logit normalization

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Observation 45f9b56f-ca69-4ddc-b8f3-77cf9f194906 · outbound

This paper cites Quantum machine learning in medical image analysis: A survey.Neurocomputing, 525:42–53, 2023.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Quantum machine learning in medical image analysis: A survey.Neurocomputing, 525:42–53, 2023

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Observation 612e7f07-58e1-4f33-ba2c-1baed26fbf10 · outbound

This paper cites Cambridge university press, 1991.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Cambridge university press, 1991

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Observation c5328243-8109-44ff-b6dc-a2f896f454d2 · outbound

This paper cites A topological filter for learning with label noise.Advances in neural information processing systems, 33:21382–21393, 2020.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition A topological filter for learning with label noise.Advances in neural information processing systems, 33:21382–21393, 2020

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Observation 5049f19b-1cc3-400c-8624-3e1bf6b9111d · outbound

This paper cites Are anchor points really indispensable in label-noise learning?Advances in neural information processing systems, 32, 2019.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Are anchor points really indispensable in label-noise learning?Advances in neural information processing systems, 32, 2019

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Observation 8f478ffe-4be1-4f67-9ec9-e744708fc2d5 · outbound

This paper cites Part-dependent label noise: Towards instance-dependent label noise.Advances in neural information processing systems, 33:7597–7610, 2020.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Part-dependent label noise: Towards instance-dependent label noise.Advances in neural information processing systems, 33:7597–7610, 2020

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Observation fa6a5c14-d6d3-4497-8ee4-eda5f1390799 · outbound

This paper cites Combating noisy labels with sample selection by mining high-discrepancy examples.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Combating noisy labels with sample selection by mining high-discrepancy examples

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Observation 65770998-4998-45fd-924f-3474b98722fe · outbound

This paper cites Promix: combating label noise via maximizing clean sample utility.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Promix: combating label noise via maximizing clean sample utility

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Observation 5eb7db3e-e519-4428-b71b-c3f919df491b · outbound

This paper cites Medmnist classification decathlon: A lightweight automl benchmark for medical image analysis.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Medmnist classification decathlon: A lightweight automl benchmark for medical image analysis

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Observation e476b94d-2c10-4891-883f-77a2f1d7f24b · outbound

This paper cites Dynamic selection for reconstructing instance-dependent noisy labels.Pattern Recogni- tion, 156:110803, 2024.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Dynamic selection for reconstructing instance-dependent noisy labels.Pattern Recogni- tion, 156:110803, 2024

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Observation e596dc67-0778-43e2-88e0-b84c7c3bb6b2 · outbound

This paper cites Estimating instance-dependent bayes-label transition matrix using a deep neural network.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Estimating instance-dependent bayes-label transition matrix using a deep neural network

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Observation 4a4efb1c-0294-4392-8c8a-88178ade4cae · outbound

This paper cites Dual t: Reducing estimation error for transition matrix in label-noise learning.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Dual t: Reducing estimation error for transition matrix in label-noise learning

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Observation da3d5914-2856-4bb3-ad32-e8dfa60f598b · outbound

This paper cites Which is better for learning with noisy labels: the semi-supervised method or modeling label noise? In International conference on machine learning, pages 39660–39673.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Which is better for learning with noisy labels: the semi-supervised method or modeling label noise? In International conference on machine learning, pages 39660–39673

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Observation 162c3581-23b3-43fd-8d05-bb9c0d40bc02 · outbound

This paper cites A new quantum circuits of quantum convolutional neural network for x-ray images classification.IEEE access, 12: 65660–65671, 2024.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition A new quantum circuits of quantum convolutional neural network for x-ray images classification.IEEE access, 12: 65660–65671, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-02T07:05:03.668135Z

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Observation 51c6e906-a6df-4866-9c31-69e023c68e77 · outbound

This paper cites Learning noise transition matrix from only noisy labels via total variation regularization.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Learning noise transition matrix from only noisy labels via total variation regularization

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Observation 26eca90d-cb3f-47e5-a635-e9dc1bf67529 · outbound

This paper cites Clusterability as an alternative to anchor points when learning with noisy labels.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition Clusterability as an alternative to anchor points when learning with noisy labels

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Observation 4158e280-ddad-4df8-a82e-136bbdd92653 · outbound

This paper cites no DR” is paired with “mild NPDR.

SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition no DR” is paired with “mild NPDR

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