135 citations · 250 across the 8 of their papers we have counts for
9 papers
Beyond Weak Perspective for Monocular 3D Human Pose Estimation
Imry Kissos, Lior Fritz, Matan Goldman +3
We consider the task of 3D joints location and orientation prediction from a monocular video with the skinned multi-person linear (SMPL) model. We first infer 2D joints locations w…
Generative Low-Shot Network Expansion
Adi Hayat, Mark Kliger, Shachar Fleishman +1
Conventional deep learning classifiers are static in the sense that they are trained on a predefined set of classes and learning to classify a novel class typically requires re-tra…
Novelty Detection with GAN
Mark Kliger, Shachar Fleishman
The ability of a classifier to recognize unknown inputs is important for many classification-based systems. We discuss the problem of simultaneous classification and novelty detect…
Revealing social networks of spammers through spectral clustering
Kevin S. Xu, Mark Kliger, Yilun Chen +2
To date, most studies on spam have focused only on the spamming phase of the spam cycle and have ignored the harvesting phase, which consists of the mass acquisition of email addre…
A Regularized Graph Layout Framework for Dynamic Network Visualization
Kevin S. Xu, Mark Kliger, Alfred O. Hero
Many real-world networks, including social and information networks, are dynamic structures that evolve over time. Such dynamic networks are typically visualized using a sequence o…
Adaptive Evolutionary Clustering
Kevin S. Xu, Mark Kliger, Alfred O. Hero
In many practical applications of clustering, the objects to be clustered evolve over time, and a clustering result is desired at each time step. In such applications, evolutionary…