Dmitry Molchanov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
7
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings. | Alexander Shabalin, Viacheslav Meshchaninov, Egor Chimbulatov, Vladislav Lapikov, Roman Kim, Grigory Bartosh, Dmitry Molchanov, Sergey Markov, Dmitry P. Vetrov |
| 2024 | KI | Star-Shaped Denoising Diffusion Probabilistic Models (Extended Abstract). | Andrey Okhotin, Dmitry Molchanov, Vladimir Arkhipkin, Grigory Bartosh, Viktor Ohanesian, Aibek Alanov, Dmitry P. Vetrov |
| 2020 | ICLR | Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning. | Arsenii Ashukha, Alexander Lyzhov, Dmitry Molchanov, Dmitry P. Vetrov |
| 2020 | UAI | Greedy Policy Search: A Simple Baseline for Learnable Test-Time Augmentation. | Alexander Lyzhov, Yuliya Molchanova, Arsenii Ashukha, Dmitry Molchanov, Dmitry P. Vetrov |
| 2019 | AISTATS | Doubly Semi-Implicit Variational Inference. | Dmitry Molchanov, Valery Kharitonov, Artem Sobolev, Dmitry P. Vetrov |
| 2019 | ICLR | Variance Networks: When Expectation Does Not Meet Your Expectations. | Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha, Dmitry P. Vetrov |
| 2019 | ISNN | Uncertainty Estimation via Stochastic Batch Normalization. | Andrei Atanov, Arsenii Ashukha, Dmitry Molchanov, Kirill Neklyudov, Dmitry P. Vetrov |
| 2018 | ICLR | Uncertainty Estimation via Stochastic Batch Normalization. | Andrei Atanov, Arsenii Ashukha, Dmitry Molchanov, Kirill Neklyudov, Dmitry P. Vetrov |
| 2018 | ICLR | Bayesian Incremental Learning for Deep Neural Networks. | Max Kochurov, Timur Garipov, Dmitry Podoprikhin, Dmitry Molchanov, Arsenii Ashukha, Dmitry P. Vetrov |
| 2017 | ICML | Variational Dropout Sparsifies Deep Neural Networks. | Dmitry Molchanov, Arsenii Ashukha, Dmitry P. Vetrov |