Unsupervised Learning, Weakly Supervised Learning, Active Learning, Generative Models, Representation Learning, Deep Hashing, Image retrieval, Metric learning, Semi-Supervised learning, Self-Supervised Learning, Few-shot learning, Image Captioning
2018 – Present
3D reconstruction, Stereo Vision, Depth Estimation, Deep Learning, Image Segmentation, Monocular Depth Estimation, Image to Image translation, Computational Photography
2013 – 2018
Facial Landmark localization, face detection, computational photography, image enhancement, image restoration
2011 – 2013
Computational Photography, Light Field Cameras, Depth Estimation, Super-resolution, Coded Aperture Imaging
2008 – 2011
Blind Deconvolution, Inverse Imaging, Bayesian Methods, Image Restoration, Image Modeling, Variational Bayesian Inference, MCMC
2004 – 2008