43 citations · 78 across the 12 of their papers we have counts for
12 papers
Multimodal Evaluation of Russian-language Architectures
Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov +15
Multimodal large language models (MLLMs) are currently at the center of research attention, showing rapid progress in scale and capabilities, yet their intelligence, limitations, a…
Un-Doubling Diffusion: LLM-guided Disambiguation of Homonym Duplication
Evgeny Kaskov, Elizaveta Petrova, Petr Surovtsev +4
Homonyms are words with identical spelling but distinct meanings, which pose challenges for many generative models. When a homonym appears in a prompt, diffusion models may generat…
HandReader: Advanced Techniques for Efficient Fingerspelling Recognition
Pavel Korotaev, Petr Surovtsev, Alexander Kapitanov +2
Fingerspelling is a significant component of Sign Language (SL), allowing the interpretation of proper names, characterized by fast hand movements during signing. Although previous…
Logos as a Well-Tempered Pre-train for Sign Language Recognition
Ilya Ovodov, Petr Surovtsev, Karina Kvanchiani +2
This paper examines two aspects of the isolated sign language recognition (ISLR) task. First, although a certain number of datasets is available, the data for individual sign langu…
RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation
Viacheslav Vasilev, Julia Agafonova, Nikolai Gerasimenko +4
Text-to-image generation models have gained popularity among users around the world. However, many of these models exhibit a strong bias toward English-speaking cultures, ignoring…
HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition
Anton Nuzhdin, Alexander Nagaev, Alexander Sautin +2
This paper proposes the second version of the widespread Hand Gesture Recognition dataset HaGRID -- HaGRIDv2. We cover 15 new gestures with conversation and control functions, incl…
Training Strategies for Isolated Sign Language Recognition
Karina Kvanchiani, Roman Kraynov, Elizaveta Petrova +3
Accurate recognition and interpretation of sign language are crucial for enhancing communication accessibility for deaf and hard of hearing individuals. However, current approaches…
Bukva: Russian Sign Language Alphabet
Karina Kvanchiani, Petr Surovtsev, Alexander Nagaev +2
This paper investigates the recognition of the Russian fingerspelling alphabet, also known as the Russian Sign Language (RSL) dactyl. Dactyl is a component of sign languages where…
PHNet: Patch-based Normalization for Portrait Harmonization
Karen Efremyan, Elizaveta Petrova, Evgeny Kaskov +1
A common problem for composite images is the incompatibility of their foreground and background components. Image harmonization aims to solve this problem, making the whole image l…
Slovo: Russian Sign Language Dataset
Alexander Kapitanov, Karina Kvanchiani, Alexander Nagaev +1
One of the main challenges of the sign language recognition task is the difficulty of collecting a suitable dataset due to the gap between hard-of-hearing and hearing societies. In…
EasyPortrait -- Face Parsing and Portrait Segmentation Dataset
Karina Kvanchiani, Elizaveta Petrova, Karen Efremyan +2
Recently, video conferencing apps have become functional by accomplishing such computer vision-based features as real-time background removal and face beautification. Limited varia…
HaGRID - HAnd Gesture Recognition Image Dataset
Alexander Kapitanov, Karina Kvanchiani, Alexander Nagaev +2
This paper introduces an enormous dataset, HaGRID (HAnd Gesture Recognition Image Dataset), to build a hand gesture recognition (HGR) system concentrating on interaction with devic…