Thesis few-shot learning with graphs

Job Description Help shape the future: Deep neural networks have proven to be very successful machine learning models, even achieving human-level performance in certain tasks. However, training these models requires large datasets, which are often not available for real-world applications. This spurs a lot of interest in few-shot learning, which aims at building deep models that can learn new...