1 | Dr.Alex https://petiushko.io/publication-type/1/ 1 Wowchemy (https://wowchemy.com)en-usThu, 27 Feb 2025 00:00:00 +0000 https://petiushko.io/media/icon_huae623f1b5ebb59ec0111ba78b368ef88_4881_512x512_fill_lanczos_center_3.png 1 https://petiushko.io/publication-type/1/ DiffScene: Diffusion-Based Safety-Critical Scenario Generation for Autonomous Vehicles https://petiushko.io/publication/conf_2025_diffscene/ Thu, 27 Feb 2025 00:00:00 +0000 https://petiushko.io/publication/conf_2025_diffscene/ Multi-Constraint Safe RL with Objective Suppression for Safety-Critical Applications https://petiushko.io/publication/conf_2023_supp/ Thu, 14 Dec 2023 00:00:00 +0000 https://petiushko.io/publication/conf_2023_supp/ Nonparametric Uncertainty Quantification for Single Deterministic Neural Network https://petiushko.io/publication/conf_2022_nuq/ Thu, 01 Dec 2022 00:00:00 +0000 https://petiushko.io/publication/conf_2022_nuq/ Smoothed Embeddings for Certified Few-Shot Learning https://petiushko.io/publication/conf_2022_smoothed_emb/ Thu, 01 Dec 2022 00:00:00 +0000 https://petiushko.io/publication/conf_2022_smoothed_emb/ Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations https://petiushko.io/publication/conf_2022_cert_mult/ Sat, 23 Jul 2022 00:00:00 +0000 https://petiushko.io/publication/conf_2022_cert_mult/ Quadric Hypersurface Intersection for Manifold Learning in Feature Space https://petiushko.io/publication/conf_2022_quadr/ Mon, 28 Mar 2022 00:00:00 +0000 https://petiushko.io/publication/conf_2022_quadr/ CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks https://petiushko.io/publication/conf_2022_cc_cert/ Sat, 26 Feb 2022 00:00:00 +0000 https://petiushko.io/publication/conf_2022_cc_cert/ Geometry-Inspired Top-K Adversarial Perturbations https://petiushko.io/publication/conf_2022_topk/ Mon, 03 Jan 2022 00:00:00 +0000 https://petiushko.io/publication/conf_2022_topk/ Nonparametric Uncertainty Quantification for Single Deterministic Neural Network https://petiushko.io/publication/conf_2021_nuq/ Mon, 13 Dec 2021 00:00:00 +0000 https://petiushko.io/publication/conf_2021_nuq/ MDMMT: Multidomain Multimodal Transformer for Video Retrieval https://petiushko.io/publication/conf_2021_mdmmt/ Tue, 01 Jun 2021 00:00:00 +0000 https://petiushko.io/publication/conf_2021_mdmmt/ AdvHat: Real-World Adversarial Attack on ArcFace Face ID System https://petiushko.io/publication/conf_2021_advhat/ Sun, 03 Jan 2021 00:00:00 +0000 https://petiushko.io/publication/conf_2021_advhat/ <p>Mentioned in <a href="https://youtu.be/sSVRgSUq2rA?t=1585" target="_blank" rel="noopener">video</a>.</p> Robustness Threats of Differential Privacy https://petiushko.io/publication/conf_2020_diffpriv/ Fri, 11 Dec 2020 00:00:00 +0000 https://petiushko.io/publication/conf_2020_diffpriv/ Black-Box Face Recovery from Identity Features https://petiushko.io/publication/conf_2020_bbrecovery/ Fri, 28 Aug 2020 00:00:00 +0000 https://petiushko.io/publication/conf_2020_bbrecovery/ On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System https://petiushko.io/publication/conf_2019_advpatch/ Fri, 25 Oct 2019 00:00:00 +0000 https://petiushko.io/publication/conf_2019_advpatch/ Real-world Attack on MTCNN Face Detection System https://petiushko.io/publication/conf_2019_mtcnn/ Fri, 25 Oct 2019 00:00:00 +0000 https://petiushko.io/publication/conf_2019_mtcnn/ On Ring Bigram Languages https://petiushko.io/publication/2014_ring/ Mon, 16 Jun 2014 00:00:00 +0000 https://petiushko.io/publication/2014_ring/ On Asymptotic Estimations for Bigram Languages https://petiushko.io/publication/2012_asympt/ Wed, 20 Jun 2012 00:00:00 +0000 https://petiushko.io/publication/2012_asympt/ On Cardinality of Frequency Bigram Language https://petiushko.io/publication/2012_card/ Wed, 11 Apr 2012 00:00:00 +0000 https://petiushko.io/publication/2012_card/ On Frequency Bigram Languages https://petiushko.io/publication/2011_freq/ Wed, 07 Dec 2011 00:00:00 +0000 https://petiushko.io/publication/2011_freq/ On Application of Markov Random Fileds for Noise Removal https://petiushko.io/publication/2011_cmrf/ Wed, 13 Apr 2011 00:00:00 +0000 https://petiushko.io/publication/2011_cmrf/ On Markov Random Fields https://petiushko.io/publication/2010_mrf/ Wed, 03 Feb 2010 00:00:00 +0000 https://petiushko.io/publication/2010_mrf/ 1D Noisy Recognition Analysis (Shortened Version) https://petiushko.io/publication/2006_1d_rec_brief/ Wed, 01 Mar 2006 00:00:00 +0000 https://petiushko.io/publication/2006_1d_rec_brief/ 1D Noisy Recognition Analysis https://petiushko.io/publication/2005_1d_rec/ Tue, 01 Nov 2005 00:00:00 +0000 https://petiushko.io/publication/2005_1d_rec/