267 citations · 370 across the 23 of their papers we have counts for
4 papers · 1 filter
Real-time Online Action Detection Forests using Spatio-temporal Contexts
Seungryul Baek, Kwang In Kim, Tae-Kyun Kim
Online action detection (OAD) is challenging since 1) robust yet computationally expensive features cannot be straightforwardly used due to the real-time processing requirements an…
Context-guided diffusion for label propagation on graphs
Kwang In Kim, James Tompkin, Hanspeter Pfister +1
Existing approaches for diffusion on graphs, e.g., for label propagation, are mainly focused on isotropic diffusion, which is induced by the commonly-used graph Laplacian regulariz…
Semi-supervised Learning with Explicit Relationship Regularization
Kwang In Kim, James Tompkin, Hanspeter Pfister +1
In many learning tasks, the structure of the target space of a function holds rich information about the relationships between evaluations of functions on different data points. Ex…
Local High-order Regularization on Data Manifolds
Kwang In Kim, James Tompkin, Hanspeter Pfister +1
The common graph Laplacian regularizer is well-established in semi-supervised learning and spectral dimensionality reduction. However, as a first-order regularizer, it can lead to…