Dmitry Molchanov

Variational Dropout Sparsifies Deep Neural Networks

Dmitry Molchanov, Arsenii Ashukha, Dmitry Vetrov · arXiv (Cornell University) · 2017 · 347 citations · Full text

Engineering, Machine Learning, Data Science +12

Structured Bayesian Pruning via Log-Normal Multiplicative Noise

Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha et al. · Neural Information Processing Systems · 2017 · 92 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning

Arsenii Ashukha, Alexander Lyzhov, Dmitry Molchanov et al. · arXiv (Cornell University) · 2020 · 79 citations · Full text

Artificial Intelligence, Image Classification, Convolutional Neural Network +13

Structured Bayesian Pruning via Log-Normal Multiplicative Noise

Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha et al. · arXiv (Cornell University) · 2017 · 68 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Greedy Policy Search: A Simple Baseline for Learnable Test-Time Augmentation

Dmitry Molchanov, Alexander Lyzhov, Yuliya Molchanova et al. · arXiv (Cornell University) · 2020 · 42 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +17