Alceu Bissoto

Orcid: 0000-0003-2293-6160

According to our database1, Alceu Bissoto authored at least 20 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Even small correlation and diversity shifts pose dataset-bias issues.
Pattern Recognit. Lett., 2024

Back to the Basics on Predicting Transfer Performance.
CoRR, 2024

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.
CoRR, 2024

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.
CoRR, 2024

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision.
CoRR, 2024

BiasPruner: Debiased Continual Learning for Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A survey on deep learning for skin lesion segmentation.
Medical Image Anal., August, 2023

Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

The Performance of Transferability Metrics Does Not Translate to Medical Tasks.
Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023

Test-Time Selection for Robust Skin Lesion Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022
An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Artifact-Based Domain Generalization of Skin Lesion Models.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Debiasing Skin Lesion Datasets and Models? Not So Fast.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
The Six Fronts of the Generative Adversarial Networks.
CoRR, 2019

(De)Constructing Bias on Skin Lesion Datasets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018.
CoRR, 2018

Skin Lesion Synthesis with Generative Adversarial Networks.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018


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