Bulatov, Aydar
- Scaling Transformer to 1M tokens and beyond with RMT
2023/04/19 by Aydar Bulatov, Yuri Kuratov, Bulatov, Aydar +5 · 3 voices · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Recurrent Memory Transformer
2022/07/14 by Aydar Bulatov, Yuri Kuratov, Bulatov, Aydar +4 · 1 voice · 24 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
2024/06/14 by Yuri Kuratov, Aydar Bulatov, Kuratov, Yuri +11 · 1 voice · 40 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Natural Language Processing Techniques #cs.AI #cs.CL
- Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity
2025/02/18 by Yuri Kuratov, М. В. Архипов, Kuratov, Yuri +5 · 12 citations
Computer Science · #Algorithms and Data Compression #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Associative Recurrent Memory Transformer
2024/07/05 by Ivan Rodkin, Rodkin, Ivan, Yuri Kuratov +5 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Network Packet Processing and Optimization
- In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss
2024/02/16 by Yuri Kuratov, Kuratov, Yuri, Aydar Bulatov +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer Genomics and Diagnostics #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Library Science and Information Systems #Machine Learning (cs.LG)
- Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling
2025/08/22 by Rodkin, Ivan, Orel, Daniil, Smirnov, Konstantin +9 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)