Dushyant Rao

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Robot Manipulation and Learning, Adversarial Robustness in Machine Learning, Human Pose and Action Recognition

Most-Cited Works

• → Embracing Change: Continual Learning in Deep Neural Networks(2020)435 cited
• → Meta-Learning with Latent Embedding Optimization(2018)210 cited
• → Large-scale cost function learning for path planning using deep inverse reinforcement learning(2017)171 cited
• → Deep tracking in the wild: End-to-end tracking using recurrent neural networks(2017)107 cited
• Large-scale path planning for Underwater Gliders in ocean currents(2009)
• → Stealing Neural Networks via Timing Side Channels(2018)89 cited
• → Continual Unsupervised Representation Learning(2019)86 cited
• → Vote3Deep: Fast object detection in 3D point clouds using efficient convolutional neural networks(2017)59 cited
• → Multimodal learning and inference from visual and remotely sensed data(2016)41 cited
• → Learn from experience: Probabilistic prediction of perception performance to avoid failure(2017)36 cited