135 citations · 232 across the 11 of their papers we have counts for
3 papers · 1 filter
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs
Yuting Chen, Joseph Wang, Yannan Bai +2
We present a novel framework for finding complex activities matching user-described queries in cluttered surveillance videos. The wide diversity of queries coupled with unavailabil…
Field of Groves: An Energy-Efficient Random Forest
Zafar Takhirov, Joseph Wang, Marcia S. Louis +2
Machine Learning (ML) algorithms, like Convolutional Neural Networks (CNN), Support Vector Machines (SVM), etc. have become widespread and can achieve high statistical performance.…
Adaptive Neural Networks for Efficient Inference
Tolga Bolukbasi, Joseph Wang, Ofer Dekel +1
We present an approach to adaptively utilize deep neural networks in order to reduce the evaluation time on new examples without loss of accuracy. Rather than attempting to redesig…