5 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…
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…
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…
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…