41 citations · 203 across the 38 of their papers we have counts for
4 papers · 1 filter
Automatic Generation of Probabilistic Programming from Time Series Data
Anh Tong, Jaesik Choi
Probabilistic programming languages represent complex data with intermingled models in a few lines of code. Efficient inference algorithms in probabilistic programming languages ma…
Searching for Topological Symmetry in Data Haystack
Kallol Roy, Anh Tong, Jaesik Choi
Finding interesting symmetrical topological structures in high-dimensional systems is an important problem in statistical machine learning. Limited amount of available high-dimensi…
An End-to-End Robot Architecture to Manipulate Non-Physical State Changes of Objects
Wonjun Yoon, Sol-A Kim, Jaesik Choi
With the advance in robotic hardware and intelligent software, humanoid robot plays an important role in various tasks including service for human assistance and heavy job for haza…
Global Deconvolutional Networks for Semantic Segmentation
Vladimir Nekrasov, Janghoon Ju, Jaesik Choi
Semantic image segmentation is a principal problem in computer vision, where the aim is to correctly classify each individual pixel of an image into a semantic label. Its widesprea…