Search Results for author: Stepan Komkov

Found 4 papers, 3 papers with code

MDMMT: Multidomain Multimodal Transformer for Video Retrieval

3 code implementations19 Mar 2021 Maksim Dzabraev, Maksim Kalashnikov, Stepan Komkov, Aleksandr Petiushko

We present a new state-of-the-art on the text to video retrieval task on MSRVTT and LSMDC benchmarks where our model outperforms all previous solutions by a large margin.

Ranked #25 on Video Retrieval on LSMDC (using extra training data)

Retrieval Text to Video Retrieval +1

Mutual Modality Learning for Video Action Classification

1 code implementation4 Nov 2020 Stepan Komkov, Maksim Dzabraev, Aleksandr Petiushko

In this paper, we explore the various methods to embed the ensemble power into a single model.

Ranked #47 on Action Recognition on Something-Something V2 (using extra training data)

Action Classification Action Recognition +3

AdvHat: Real-world adversarial attack on ArcFace Face ID system

4 code implementations23 Aug 2019 Stepan Komkov, Aleksandr Petiushko

In this paper we propose a novel easily reproducible technique to attack the best public Face ID system ArcFace in different shooting conditions.

Real-World Adversarial Attack

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