3 papers
cs.CV2024
GameLabel-10K: Collecting Image Preference Data Through Mobile Game Crowdsourcing
Jonathan Zhou
The rise of multi-billion parameter models has sparked an intense hunger for data across deep learning. This study explores the possibility of replacing paid annotators with video…
cs.LG2024
Nonlinear time-series embedding by monotone variational inequality
Jonathan Y. Zhou, Yao Xie
In the wild, we often encounter collections of sequential data such as electrocardiograms, motion capture, genomes, and natural language, and sequences may be multichannel or symbo…
cs.LG2022
Crime Hot-Spot Modeling via Topic Modeling and Relative Density Estimation
Jonathan Zhou, Sarah Huestis-Mitchell, Xiuyuan Cheng +1
We present a method to capture groupings of similar calls and determine their relative spatial distribution from a collection of crime record narratives. We first obtain a topic di…