288 citations · 439 across the 4 of their papers we have counts for
4 papers
Manifold Hypothesis in Data Analysis: Double Geometrically-Probabilistic Approach to Manifold Dimension Estimation
Alexander Ivanov, Gleb Nosovskiy, Alexey Chekunov +7
Manifold hypothesis states that data points in high-dimensional space actually lie in close vicinity of a manifold of much lower dimension. In many cases this hypothesis was empiri…
MDMMT: Multidomain Multimodal Transformer for Video Retrieval
Maksim Dzabraev, Maksim Kalashnikov, Stepan Komkov +1
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. Moreover,…
Mutual Modality Learning for Video Action Classification
Stepan Komkov, Maksim Dzabraev, Aleksandr Petiushko
The construction of models for video action classification progresses rapidly. However, the performance of those models can still be easily improved by ensembling with the same mod…
AdvHat: Real-world adversarial attack on ArcFace Face ID system
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. To create an attack, we print the…