Synthetic Data Generation
64 papers with code • 1 benchmarks • 3 datasets
The generation of tabular data by any means possible.
We introduce a novel method of generating synthetic question answering corpora by combining models of question generation and answer extraction, and by filtering the results to ensure roundtrip consistency.
By shedding light on the promise and challenges, we hope our work can rekindle the conversation on workflows for data sharing.
We present a visual localization system that learns to estimate camera poses in the real world with the help of synthetic data.
We propose a new probabilistic programming language for the design and analysis of perception systems, especially those based on machine learning.
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data Generation
Gathering and annotating that sheer amount of data in the real world is a time-consuming and error-prone task.