2 papers
cs.CV2025
Alias-Free ViT: Fractional Shift Invariance via Linear Attention
Hagay Michaeli, Daniel Soudry
Transformers have emerged as a competitive alternative to convnets in vision tasks, yet they lack the architectural inductive bias of convnets, which may hinder their potential per…
quant-ph2024
Exponential Quantum Communication Advantage in Distributed Inference and Learning
Dar Gilboa, Hagay Michaeli, Daniel Soudry +1
Training and inference with large machine learning models that far exceed the memory capacity of individual devices necessitates the design of distributed architectures, forcing on…