Alireza Seif

The impact of memory on learning sequence-to-sequence tasks

2022 · arXiv (Cornell University)

The recent success of neural networks in natural language processing has drawn renewed attention to learning sequence-to-sequence (seq2seq) tasks. While there exists a rich literature that studies classification and regression tasks using solvable models of …

Quantum Fourier Transform using Dynamic Circuits

2024 · arXiv (Cornell University)

In dynamic quantum circuits, classical information from mid-circuit measurements is fed forward during circuit execution. This emerging capability of quantum computers confers numerous advantages that can enable more efficient and powerful protocols by drastically reducing …