Mikhalchuk, Matvey
- Your Transformer is Secretly Linear
2024/05/19 by Anton Razzhigaev, Matvey Mikhalchuk, Razzhigaev, Anton +12 · 1 voice · 9 citations
Engineering · #Physics and Engineering Research Articles
- The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models
2023/11/10 by Razzhigaev, Anton, Mikhalchuk, Matvey, Goncharova, Elizaveta +3 · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #General Topology (math.GN) #Information Theory (cs.IT) #Machine Learning (cs.LG)
- Universal Adversarial Attack on Aligned Multimodal LLMs
2025/02/11 by Temurbek Rahmatullaev, Polina Druzhinina, Rahmatullaev, Temurbek +8 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.10 #I.2.7 #Network Security and Intrusion Detection
- LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
2025/02/20 by Razzhigaev, Anton, Mikhalchuk, Matvey, Rahmatullaev, Temurbek +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- OmniFusion Technical Report
2024/04/09 by Goncharova, Elizaveta, Razzhigaev, Anton, Mikhalchuk, Matvey +6 · 1 citation
#6804 #68T50 (Primary) #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.7 #I.4.9 #Machine Learning (cs.LG)