Learning Node Embeddings for Influence Set Completion. - Sergey Ivanov; Nikita Durasov; Evgeny Burnaev (ICDM Workshops, 2018)

Double Refinement Network for Efficient Indoor Monocular Depth Estimation. - Nikita Durasov; Mikhail Romanov; Valeriya Bubnova; Anton Konushin (CoRR, 2018)

Double Refinement Network for Efficient Monocular Depth Estimation. - Nikita Durasov; Mikhail Romanov; Valeriya Bubnova; Pavel Bogomolov; Anton Konushin (IROS, 2019)

Masksembles for Uncertainty Estimation. - Nikita Durasov; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (CVPR, 2021)

DEBOSH: Deep Bayesian Shape Optimization. - Nikita Durasov; Artem Lukoyanov; Jonathan Donier; Pascal Fua (CoRR, 2021)

Leveraging Self-Supervision for Cross-Domain Crowd Counting. - Weizhe Liu; Nikita Durasov; Pascal Fua (CVPR, 2022)

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference. - Nikita Durasov; Nik Dorndorf; Pascal Fua (CoRR, 2022)

PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings. - Nikita Durasov; Nik Dorndorf; Pascal Fua (CoRR, 2022)

How to Boost Face Recognition with StyleGAN? - Artem Sevastopolsky; Yury Malkov; Nikita Durasov; Luisa Verdoliva; Matthias Nießner (ICCV, 2023)

Enabling Uncertainty Estimation in Iterative Neural Networks. - Nikita Durasov; Doruk Öner; Jonathan Donier; Hieu Le 001; Pascal Fua (ICML, 2024)

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models. - Samar Fares; Klea Ziu; Toluwani Aremu; Nikita Durasov; Martin Takác 001; Pascal Fua; Karthik Nandakumar; Ivan Laptev (CoRR, 2024)

IT3: Idempotent Test-Time Training. - Nikita Durasov; Assaf Shocher; Doruk Öner; Gal Chechik; Alexei A. Efros; Pascal Fua (CoRR, 2024)

Uncertainty Estimation for 3D Object Detection via Evidential Learning. - Nikita Durasov; Rafid Mahmood; Jiwoong Choi; Marc T. Law; James Lucas; Pascal Fua; José M. Álvarez 004 (CoRR, 2024)

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference. - Nikita Durasov; Nik Dorndorf; Hieu Le 001; Pascal Fua (Trans. Mach. Learn. Res., 2024)

D3DR: Lighting-Aware Object Insertion in Gaussian Splatting. - Vsevolod Skorokhodov; Nikita Durasov; Pascal Fua (CoRR, 2025)

Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression. - Enrico Foglia; Benjamin Bobbia; Nikita Durasov; Michael Bauerheim; Pascal Fua; Stéphane Moreau; Thierry Jardin (CoRR, 2025)