This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri... read more of Using Artificial Intelligence and Aerial Robots for defect detection and segmentation in Industrial Inspection of Viaduct

Acoustic digital signals are ubiquitous and have many applications in several disciplines, notably in: -Digital Media, Social Media (music, voice signals), -Biomedical Signal Analysis and Diagnosis, -Scientific signal acquisition of any sort, e.g., E... read more of NLP and Text Sentiment Analysis Lecture

Acoustic digital signals are ubiquitous and have many applications in several disciplines, notably in: -Digital Media, Social Media (music, voice signals), -Biomedical Signal Analysis and Diagnosis, -Scientific signal acquisition of any sort, e.g., E... read more of Natural Language Processing Lecture

Acoustic digital signals are ubiquitous and have many applications in several disciplines, notably in: -Digital Media, Social Media (music, voice signals), -Biomedical Signal Analysis and Diagnosis, -Scientific signal acquisition of any sort, e.g., E... read more of Neural Speech Recognition Lecture

Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho... read more of Continual Learning Lecture

Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho... read more of Deep Reinforcement Learning Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T... read more of Mathematical brain modeling Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T... read more of Generative Adversarial Networks Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T... read more of Special topics in Object Detection Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T... read more of Deep Object Detection Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T... read more of Recurrent Neural Networks. LSTMs Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T... read more of Attention and Transformers Networks Lecture