Lightweight and Elegant Data Reduction Strategies for Training Acceleration of Convolutional Neural Networks A Demidovskij, A Tugaryov, A Trutnev, M Kazyulina, I Salnikov, S Pavlov Mathematics 11 (14), 3120, 2023 | 1 | 2023 |
ALOE: Boosting Large Language Model Fine-Tuning with Aggressive Loss-Based Elimination of Samples A Demidovskij, A Trutnev, A Tugaryov, I Salnikov ECAI 2024, 3980-3986, 2024 | | 2024 |
Implementation Challenges and Strategies for Hebbian Learning in Convolutional Neural Networks AV Demidovskij, MS Kazyulina, IG Salnikov, AM Tugaryov, AI Trutnev, ... Optical Memory and Neural Networks 32 (Suppl 2), S252-S264, 2023 | | 2023 |
DAREL: Data Reduction with Losses for Training Acceleration of Real and Hypercomplex Neural Networks AV Demidovskij, A Trutnev, A Tugarev, I Salnikov, S Pavlov Workshop on Advancing Neural Network Training: Computational Efficiency …, 2023 | | 2023 |