Currently at ETHZ’s Media Technology Center, where I work on and supervise industry-based machine learning and computer vision projects. My main current focus is on data generation (controllable and interpretable generative networks, conditional diffusion networks).

Previously a PhD/postdoc at EPFL’s Image and Visual Representation Lab IVRL. My research was in computational imaging and applied machine learning (overlapping with image processing and computational photography, deep learning, computer vision, estimation theory, and optics).

Papers, code, presentations –> publications

Patent, math. tools, datasets –> misc

Previous supervised projects –> here

Contact details

Feel free to ping for questions on publications/code. “melhelou” username at the “@ethz.ch” domain.