Sebastian Nowozin
Microsoft Research (United Kingdom)(GB)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Generative Adversarial Networks and Image Synthesis, Advanced Neural Network Applications, Machine Learning and Data Classification
Most-Cited Works
- → Optimization for Machine Learning(2011)889 cited
- → On feature combination for multiclass object classification(2009)792 cited
- → Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift(2019)651 cited
- → f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization(2016)636 cited
- → Which Training Methods for GANs do actually Converge?(2018)606 cited
- → DSAC — Differentiable RANSAC for Camera Localization(2017)604 cited
- → Instructing people for training gestural interactive systems(2012)371 cited
- → PixelDefend: Leveraging Generative Models to Understand and Defend\n against Adversarial Examples(2017)338 cited