Walter Vinci

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Anomaly Detection

Discriminatively Trained

Similarity Searching

Generative Model

Top Venues

Mach. Learn. Sci. Technol.

Publications

Thomas Templin, Milad Memarzadeh, Walter Vinci, P. Aaron Lott, Ata Akbari Asanjan, Anthony Alexiades Armenakas, Eleanor Gilbert Rieffel
Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model. CoRR (2023)
Thomas Templin, Milad Memarzadeh, Walter Vinci, Paul Aaron Lott, Ata Akbari Asanjan, Anthony Alexiades Armenakas, Eleanor Gilbert Rieffel
Anomaly detection in aeronautics data with quantum-compatible discrete deep generative model. Mach. Learn. Sci. Technol. 4 (3) (2023)
Nicholas Gao, Max Wilson, Thomas Vandal, Walter Vinci, Ramakrishna R. Nemani, Eleanor Gilbert Rieffel
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder. CoRR (2020)
Daniel O'Connor, Walter Vinci
RBM-Flow and D-Flow: Invertible Flows with Discrete Energy Base Spaces. CoRR (2020)
Nicholas Gao, Max Wilson, Thomas Vandal, Walter Vinci, Ramakrishna R. Nemani, Eleanor Gilbert Rieffel
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder. KDD (2020)
Hossein Sadeghi, Evgeny Andriyash, Walter Vinci, Lorenzo Buffoni, Mohammad H. Amin
PixelVAE++: Improved PixelVAE with Discrete Prior. CoRR (2019)
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers. CoRR (2019)
Amir Khoshaman, Walter Vinci, Brandon Denis, Evgeny Andriyash, Mohammad H. Amin
Quantum Variational Autoencoder. CoRR (2018)