KVCrush: Key value cache size-reduction using similarity in head-behaviour. - Jha, Gopi Krishna; Gobriel, Sameh; Talamanova, Liubov; Kozlov, Alexander; Jain, Nilesh (CoRR, 2025)

ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts. - Georganas, Evangelos; Kalamkar, Dhiraj D.; Kozlov, Alexander; Heinecke, Alexander (CoRR, 2025)

Angular Misalignment Calibration for Dual-Antenna GNSS/IMU Navigation Sensor. - Kozlov, Alexander; Kapralov, Fedor (Sensors, 2023)

Post-training Model Quantization Using GANs for Synthetic Data Generation. - Masouris, Athanasios; Sharma, Mansi; Boguszewski, Adrian; Kozlov, Alexander; Wu, Zhuo; Lo, Raymond (CoRR, 2023)

Automated Super-Network Generation for Scalable Neural Architecture Search. - Muñoz, Juan Pablo; Lyalyushkin, Nikolay; Lacewell, Chaunte Willetta; Senina, Anastasia; Cummings, Daniel; Sarah, Anthony; Kozlov, Alexander; Jain, Nilesh (2022)

STC Speaker Recognition System for the NIST SRE 2021. - Lavrentyeva, Galina; Novoselov, Sergey; Volokhov, Vladimir; Avdeeva, Anastasia; Gusev, Aleksei; Vinogradova, Alisa; Korsunov, Igor; Kozlov, Alexander; Pekhovsky, Timur; Shulipa, Andrey; Smirnov, Evgeny; Galyuk, Vasiliy (2022)

Post-training deep neural network pruning via layer-wise calibration. - Lazarevich, Ivan; Kozlov, Alexander; Malinin, Nikita (2021)

Neural Network Compression Framework for Fast Model Inference. - Kozlov, Alexander; Lazarevich, Ivan; Shamporov, Vasily; Lyalyushkin, Nikolay; Gorbachev, Yury (2021)

Post-training deep neural network pruning via layer-wise calibration. - Lazarevich, Ivan; Kozlov, Alexander; Malinin, Nikita (CoRR, 2021)

STC speaker recognition systems for the NIST SRE 2021. - Avdeeva, Anastasia; Gusev, Aleksei; Korsunov, Igor; Kozlov, Alexander; Lavrentyeva, Galina; Novoselov, Sergey; Pekhovsky, Timur; Shulipa, Andrey; Vinogradova, Alisa; Volokhov, Vladimir; Smirnov, Evgeny; Galyuk, Vasiliy (CoRR, 2021)

Enabling NAS with Automated Super-Network Generation. - Muñoz, J. Pablo; Lyalyushkin, Nikolay; Akhauri, Yash; Senina, Anastasia; Kozlov, Alexander; Jain, Nilesh (CoRR, 2021)

Real-Time Estimation of Temperature Time Derivative in Inertial Measurement Unit by Finite-Impulse-Response Exponential Regression on Updates. - Kozlov, Alexander; Tarygin, Ilya (Sensors, 2020)

Extensive validation of a real-time time derivative filter for quantized temperature measurements. - Kozlov, Alexander; Tarygin, Ilya (2020)

Blind Speech Signal Quality Estimation for Speaker Verification Systems. - Lavrentyeva, Galina; Volkova, Marina; Avdeeva, Anastasia; Novoselov, Sergey; Gorlanov, Artem; Andzhukaev, Tseren; Ivanov, Artem; Kozlov, Alexander (2020)

STC-Innovation Speaker Recognition Systems for Far-Field Speaker Verification Challenge 2020. - Gusev, Aleksei; Volokhov, Vladimir; Vinogradova, Alisa; Andzhukaev, Tseren; Shulipa, Andrey; Novoselov, Sergey; Pekhovsky, Timur; Kozlov, Alexander (2020)

Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances. - Gusev, Aleksei; Volokhov, Vladimir; Andzhukaev, Tseren; Novoselov, Sergey; Lavrentyeva, Galina; Volkova, Marina; Gazizullina, Alice; Shulipa, Andrey; Gorlanov, Artem; Avdeeva, Anastasia; Ivanov, Artem; Kozlov, Alexander; et al. (2020)

Lightweight network architecture for real-time action recognition. - Kozlov, Alexander; Andronov, Vadim; Gritsenko, Yana (2020)

Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances. - Gusev, Aleksei; Volokhov, Vladimir; Andzhukaev, Tseren; Novoselov, Sergey; Lavrentyeva, Galina; Volkova, Marina; Gazizullina, Alice; Shulipa, Andrey; Gorlanov, Artem; Avdeeva, Anastasia; Ivanov, Artem; Kozlov, Alexander; et al. (CoRR, 2020)

Neural Network Compression Framework for fast model inference. - Kozlov, Alexander; Lazarevich, Ivan; Shamporov, Vasily; Lyalyushkin, Nikolay; Gorbachev, Yury (CoRR, 2020)

Development of Real-Time ADAS Object Detector for Deployment on CPU. - Kozlov, Alexander; Osokin, Daniil (2019)

Speaker Diarization with Deep Speaker Embeddings for DIHARD Challenge II. - Novoselov, Sergey; Gusev, Aleksei; Ivanov, Artem; Pekhovsky, Timur; Shulipa, Andrey; Avdeeva, Anastasia; Gorlanov, Artem; Kozlov, Alexandr (2019)

STC Antispoofing Systems for the ASVspoof2019 Challenge. - Lavrentyeva, Galina; Novoselov, Sergey; Tseren, Andzhukaev; Volkova, Marina; Gorlanov, Artem; Kozlov, Alexandr (2019)

STC Speaker Recognition Systems for the VOiCES from a Distance Challenge. - Novoselov, Sergey; Gusev, Aleksei; Ivanov, Artem; Pekhovsky, Timur; Shulipa, Andrey; Lavrentyeva, Galina; Volokhov, Vladimir; Kozlov, Alexandr (2019)

STC Speaker Recognition Systems for the VOiCES from a Distance Challenge. - Novoselov, Sergey; Gusev, Aleksei; Ivanov, Artem; Pekhovsky, Timur; Shulipa, Andrey; Lavrentyeva, Galina; Volokhov, Vladimir; Kozlov, Alexandr (2019)

Light CNN Architecture Enhancement for Different Types Spoofing Attack Detection. - Volkova, Marina; Tseren, Andzhukaev; Lavrentyeva, Galina; Novoselov, Sergey; Kozlov, Alexander (2019)

STC Antispoofing Systems for the ASVspoof2019 Challenge. - Lavrentyeva, Galina; Novoselov, Sergey; Tseren, Andzhukaev; Volkova, Marina; Gorlanov, Artem; Kozlov, Alexandr (CoRR, 2019)

STC Speaker Recognition Systems for the VOiCES From a Distance Challenge. - Novoselov, Sergey; Gusev, Aleksei; Ivanov, Artem; Pekhovsky, Timur; Shulipa, Andrey; Lavrentyeva, Galina; Volokhov, Vladimir; Kozlov, Alexandr (CoRR, 2019)

Lightweight Network Architecture for Real-Time Action Recognition. - Kozlov, Alexander; Andronov, Vadim; Gritsenko, Yana (CoRR, 2019)

Triplet Loss Based Cosine Similarity Metric Learning for Text-independent Speaker Recognition. - Novoselov, Sergey; Shchemelinin, Vadim; Shulipa, Andrey; Kozlov, Alexander; Kremnev, Ivan (2018)

On deep speaker embeddings for text-independent speaker recognition. - Novoselov, Sergey; Shulipa, Andrey; Kremnev, Ivan; Kozlov, Alexandr; Shchemelinin, Vadim (2018)

On deep speaker embeddings for text-independent speaker recognition. - Novoselov, Sergey; Shulipa, Andrey; Kremnev, Ivan; Kozlov, Alexander; Shchemelinin, Vadim (CoRR, 2018)

Development of Real-time ADAS Object Detector for Deployment on CPU. - Kozlov, Alexander; Osokin, Daniil (CoRR, 2018)

Audio Replay Attack Detection with Deep Learning Frameworks. - Lavrentyeva, Galina; Novoselov, Sergey; Malykh, Egor; Kozlov, Alexander; Kudashev, Oleg; Shchemelinin, Vadim (2017)

Audio-Replay Attack Detection Countermeasures. - Lavrentyeva, Galina; Novoselov, Sergey; Malykh, Egor; Kozlov, Alexander; Kudashev, Oleg; Shchemelinin, Vadim (2017)

Audio-replay attack detection countermeasures. - Lavrentyeva, Galina; Novoselov, Sergey; Malykh, Egor; Kozlov, Alexander; Kudashev, Oleg; Shchemelinin, Vadim (CoRR, 2017)

A Simple Harmonic Model for FAPAR Temporal Dynamics in the Wetlands of the Volga-Akhtuba Floodplain. - Kozlov, Alexander; Kozlova, Maria; Skorik, Nikolai (Remote. Sens., 2016)

STC anti-spoofing systems for the ASVspoof 2015 challenge. - Novoselov, Sergey; Kozlov, Alexander; Lavrentyeva, Galina; Simonchik, Konstantin; Shchemelinin, Vadim (2016)

A Speaker Recognition System for the SITW Challenge. - Kudashev, Oleg; Novoselov, Sergey; Simonchik, Konstantin; Kozlov, Alexander (2016)

Automatically Trained TTS for Effective Attacks to Anti-spoofing System. - Lavrentyeva, Galina; Kozlov, Alexander; Novoselov, Sergey; Simonchik, Konstantin; Shchemelinin, Vadim (2015)

Vulnerability of Voice Verification System with STC Anti-spoofing Detector to Different Methods of Spoofing Attacks. - Shchemelinin, Vadim; Kozlov, Alexander; Lavrentyeva, Galina; Novoselov, Sergey; Simonchik, Konstantin (2015)

STC Anti-spoofing Systems for the ASVspoof 2015 Challenge. - Novoselov, Sergey; Kozlov, Alexander; Lavrentyeva, Galina; Simonchik, Konstantin; Shchemelinin, Vadim (CoRR, 2015)

SVID Speaker Recognition System for NIST SRE 2012. - Kozlov, Alexander; Kudashev, Oleg; Matveev, Yuri; Pekhovsky, Timur; Simonchik, Konstantin; Shulipa, Andrey (2013)

The Diarization System for an Unknown Number of Speakers. - Kudashev, Oleg; Kozlov, Alexander (2013)