Aayush Prakash

Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization

Jonathan Tremblay, Aayush Prakash, David Acuna et al. · 2018 · 93 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Towards Realistic Generative 3D Face Models

Aashish Rai, Hiresh Gupta, Ayush Pandey et al. · 2024 · 29 citations

A community effort to optimize sequence-based deep learning models of gene regulation

Abdul Muntakim Rafi, Daria Nogina, Dmitry Penzar et al. · Nature Biotechnology · 2024 · 25 citations · Full text

Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data

Aayush Prakash, Shaad Boochoon, Mark Brophy et al. · 2019 · 24 citations · Full text

Artificial Intelligence, Structured Prediction, Scene Analysis +23

Meta-Sim: Learning to Generate Synthetic Datasets

Amlan Kar, Aayush Prakash, Ming-Yu Liu et al. · 2019 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19