Publications

Curated research outputs from the MLKD group.

all years2025 · 13

all types Journal Conference Book / Chapter Preprint

2025

CountPath: Automating Fragment Counting in Digital Pathology

Ana Beatriz Vieira, Maria João Valente, Tomé Albuquerque, Diana Montezuma, Liliana Ribeiro, Domingos Oliveira, João Monteiro, Sofia Gonçalves, Isabel Pinto, Jaime S. Cardoso, Arlindo L. Oliveira

conference summary

Fractal Language Modelling by Universal Sequence Maps (USM)

Jonas S. Almeida, D. Russ, Susana Vinga, Inês Duarte, Lee Mason, Praphulla Bhawsar, Aaron Ge, Arlindo L. Oliveira, Jeya Balaji Balasubramanian

arXiv (Cornell University) preprint summary

CountPath: Automating Fragment Counting in Digital Pathology

Ana Beatriz Vieira, Maria João Valente, Diana Montezuma, Tomé Albuquerque, Liliana Ribeiro, Domingos Oliveira, João Monteiro, Sofia Gonçalves, Isabel Pinto, Jaime S. Cardoso, Arlindo L. Oliveira

arXiv (Cornell University) preprint summary

Leveraging LLMs to Streamline the Review of Public Funding Applications

João Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho, Gil Rocha, Bruno da Costa Martins, Arlindo L. Oliveira

conference summary

DIS-CO: Discovering Copyrighted Content in VLMs Training Data

André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li

arXiv (Cornell University) preprint summary

Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness

Lisa Piper, Arlindo L. Oliveira, Tiago Marques

arXiv (Cornell University) preprint summary

Deep Feedback Models

David Calhas, Arlindo L. Oliveira

arXiv (Cornell University) preprint summary

Deep Recurrence for Dynamical Segmentation Models

David Calhas, Arlindo L. Oliveira

arXiv (Cornell University) preprint summary

Pre-trained VGG16 Model for Forensic Dental Age Estimation

Valon Nushi, Rui Santos, Hrvoje Brkić, Arlindo L. Oliveira, Alexandre P. Francisco, Cristiana Palmela Pereira

Research Square preprint

The role of positional encodings in the ARC benchmark

Costa, Guilherme H. Bandeira, Miguel Freire, Arlindo L. Oliveira

arXiv (Cornell University) preprint

Non-invasive derivation of instantaneous free-wave ratio from invasive coronary angiography using a new deep learning artificial intelligence model and comparison with human operators’ performance

Catarina Oliveira, Marta Vilela, João Silva Marques, Cláudia Jorge, Tiago Rodrigues, Ana Rita Francisco, Rita Marante de Oliveira, Beatríz Silva, João Lourenço Silva, Arlindo L. Oliveira, Fausto J. Pinto, Miguel Nobre Menezes

The International Journal of Cardiovascular Imaging journal

Pre-trained VGG16 model for forensic dental age estimation

Valon Nushi, Rui Santos, Hrvoje Brkić, Arlindo L. Oliveira, Alexandre P. Francisco, Cristiana Palmela Pereira

Egyptian Journal of Forensic Sciences journal

Enhancing the Interpretation of Spirometry: Joint Utilization of n-Order Adaptive Fourier Decomposition and Deep Learning Techniques

Xuanfeng Li, Yuxi Lin, Wei He, Ruibin Liu, Arlindo L. Oliveira, Tao Qian, Jinping Zheng, Chi Tin Hon

IEEE Transactions on Instrumentation and Measurement journal