I am researching how we can learn implicit representations from sparse inputs (Images, point-clouds, etc) using deep learning algorithms, to solve problems such as scene reconstruction, novel view synthesis etc. My day-to-day tools are deep learning, optimization, as well as multi-view and projective geometry.