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Vítor Cerqueira

2 accepted papers

2025

Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine

AAAI 2025technical

The importance of time series forecasting drives continuous research and the development of new approaches to tackle this problem. Typically, these methods are introduced through empirical studies that frequently claim superior accuracy for the proposed approaches. Nevertheless, concerns are rising…

2025

Stress-Testing of Multimodal Models in Medical Image-Based Report Generation

AAAI 2025technical

Multimodal models, namely vision-language models, present unique possibilities through the seamless integration of different information mediums for data generation. These models mostly act as a black-box, making them lack transparency and explicability. Reliable results require accountable and trus…

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