Roychowdhury, Soumali (2019) Supervised and Semi-Supervised Learning in Vision using Deep Neural Networks. Advisor: Diligenti, Prof. Michelangelo. Coadvisor: De Nicola, Prof. Rocco . pp. 312. [IMT PhD Thesis]