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06/27/2023
Evaluating GPT-3.5 and GPT-4 on Grammatical Error Correction for Brazilian Portuguese
We investigate the effectiveness of GPT-3.5 and GPT-4, two large languag...
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11/17/2022
Ignore Previous Prompt: Attack Techniques For Language Models
Transformer-based large language models (LLMs) provide a powerful founda...
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04/29/2019
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification
Convolutional neural networks (CNNs) deliver exceptional results for com...
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02/08/2019
Skin Lesion Synthesis with Generative Adversarial Networks
Skin cancer is by far the most common type of cancer. Early detection is...
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12/31/2018
Cluster-Based Active Learning
In this work, we introduce Cluster-Based Active Learning, a novel framew...
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09/05/2018
Data Augmentation for Skin Lesion Analysis
Deep learning models show remarkable results in automated skin lesion an...
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08/25/2018