Misha Denil

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Multimodal Machine Learning Applications, Topic Modeling, Domain Adaptation and Few-Shot Learning, Robot Manipulation and Learning

Most-Cited Works

• → Predicting Parameters in Deep Learning(2013)704 cited
• → Learning to Navigate in Complex Environments(2016)366 cited
• → Learning to learn by gradient descent by gradient descent(2016)344 cited
• → From Group to Individual Labels Using Deep Features(2015)315 cited
• → Deep Fried Convnets(2015)216 cited
• → Learning Where to Attend with Deep Architectures for Image Tracking(2012)200 cited
• → Narrowing the Gap: Random Forests In Theory and In Practice(2013)175 cited
• → Learning to Learn without Gradient Descent by Gradient Descent(2016)162 cited
• → Overlap versus Imbalance(2010)133 cited
• → Learned Optimizers that Scale and Generalize(2017)115 cited