Yandex (Russia)

Deep Image Prior

Victor Lempitsky, Andrea Vedaldi, Dmitry Ulyanov · 2018 · 1.9K citations

Engineering, Machine Learning, Deep Image Prior +18

CatBoost: unbiased boosting with categorical features

Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev et al. · arXiv (Cornell University) · 2017 · 1.1K citations · Full text

Engineering, Machine Learning, Categorical Features +17

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Elena Voita, David Talbot, Fédor Moiseev et al. · 2019 · 1K citations · Full text

Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis

Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky · 2017 · 848 citations

Convolutional Neural Network, Engineering, Machine Learning +16

The QUIC Transport Protocol

Adam Langley, Alistair Riddoch, Alyssa Wilk et al. · 2017 · 754 citations · Full text

Internet Traffic Analysis, Engineering, Internet Computing +16