Karol Kurach
EPAM Systems (United States)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Topic Modeling, Video Analysis and Summarization, Natural Language Processing Techniques, Multimodal Machine Learning Applications
Most-Cited Works
- → Adding Gradient Noise Improves Learning for Very Deep Networks(2015)265 cited
- Towards Accurate Generative Models of Video: A New Metric & Challenges(2018)
- → Smart Reply(2016)175 cited
- → Smart Reply: Automated Response Suggestion for Email(2016)140 cited
- The GAN Landscape: Losses, Architectures, Regularization, and Normalization(2018)
- → Are GANs Created Equal? A Large-Scale Study(2017)77 cited
- → Google Research Football: A Novel Reinforcement Learning Environment(2020)57 cited
- FVD: A new Metric for Video Generation(2019)
- → Learning to Discover Efficient Mathematical Identities(2014)35 cited
- → A Large-Scale Study on Regularization and Normalization in GANs(2018)31 cited