Area of research
Computer Vision and Pattern Recognition · Artificial Intelligence
Research interest
Research focused on Artificial intelligence and Computer vision, with related work in Focus (optics), Mixture model, Computational photography. Notable publications include 'Multidimensional Spectral Hashing', 'Natural Images, Gaussian Mixtures and Dead Leaves', and 'Computer Vision – ECCV 2018'.
Generating Natural Images with Direct Patch Distributions Matching
Understanding and Simplifying Perceptual Distances
When Is Unsupervised Disentanglement Possible
Neural Information Processing Systems 2021cited by 3position: last
The Surprising Effectiveness of Linear Unsupervised Image-to-Image Translation
Weak lensing shear estimation beyond the shape-noise limit: a machine learning approach
The Pre-synaptic Landscape of Mitral/Tufted Cells of the Main Olfactory Bulb
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
On GANs and GMMs
arXiv (Cornell University) 2018cited by 48position: last
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Computer Vision – ECCV 2018
Reflection separation using guided annotation
The return of the gating network: combining generative models and discriminative training in natural image priors
Neural Information Processing Systems 2015cited by 13position: last
Learning the Local Statistics of Optical Flow
2013cited by 17position: last
Multidimensional Spectral Hashing
Natural Images, Gaussian Mixtures and Dead Leaves
2012cited by 90position: last
Learning about Canonical Views from Internet Image Collections
2012cited by 24position: last
Globally Optimizing Graph Partitioning Problems Using Message Passing
2012cited by 10position: last