Daria Cherniuk

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Lossy Image Compression

Quantization Error

Top Venues

Publications

Daniel Bershatsky, Daria Cherniuk, Talgat Daulbaev, Aleksandr Mikhalev, Ivan V. Oseledets
LoTR: Low Tensor Rank Weight Adaptation. CoRR (2024)
Daniil Merkulov, Daria Cherniuk, Alexander Rudikov, Ivan V. Oseledets, Ekaterina A. Muravleva, Aleksandr Mikhalev, Boris Kashin
Quantization of Large Language Models with an Overdetermined Basis. CoRR (2024)
Daria Cherniuk, Stanislav Abukhovich, Anh Huy Phan, Ivan V. Oseledets, Andrzej Cichocki, Julia Gusak
Quantization Aware Factorization for Deep Neural Network Compression. CoRR (2023)
Daria Cherniuk, Aleksandr Mikhalev, Ivan V. Oseledets
Run LoRA Run: Faster and Lighter LoRA Implementations. CoRR (2023)
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
Survey on Efficient Training of Large Neural Networks. IJCAI (2022)
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
Survey on Large Scale Neural Network Training. CoRR (2022)