Wojciech Zaremba

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Adversarial Robustness in Machine Learning, Topic Modeling

Most-Cited Works

• → Intriguing properties of neural networks(2013)5,706 cited
• → Spectral Networks and Locally Connected Networks on Graphs(2013)2,711 cited
• → Domain randomization for transferring deep neural networks from simulation to the real world(2017)2,658 cited
• → Recurrent Neural Network Regularization(2014)2,276 cited
• → Learning dexterous in-hand manipulation(2019)1,558 cited
• An Empirical Exploration of Recurrent Network Architectures(2015)
• → Evaluating Large Language Models Trained on Code(2021)1,403 cited
• → Improved Techniques for Training GANs(2016)1,383 cited
• → Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation(2014)1,095 cited
• → Sequence Level Training with Recurrent Neural Networks(2015)945 cited