Matías Valdenegro-Toro
University of Groningen(NL)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Explainable Artificial Intelligence (XAI), Underwater Vehicles and Communication Systems, Underwater Acoustics Research
Most-Cited Works
- → Real-time Convolutional Neural Networks for Emotion and Gender\n Classification(2017)154 cited
- → The Marine Debris Dataset for Forward-Looking Sonar Semantic Segmentation(2021)95 cited
- → Submerged marine debris detection with autonomous underwater vehicles(2016)75 cited
- → A Deeper Look into Aleatoric and Epistemic Uncertainty Disentanglement(2022)66 cited
- → Object recognition in forward-looking sonar images with Convolutional Neural Networks(2016)58 cited
- → End-to-end object detection and recognition in forward-looking sonar images with convolutional neural networks(2016)46 cited
- → Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes(2020)46 cited
- → Deep Neural Networks for Marine Debris Detection in Sonar Images(2019)26 cited
- → Self-supervised Learning for Sonar Image Classification(2022)26 cited