Ali Lotfi

Researcher, Amazon

Joined

October 2018

Names

Ali Lotfi (Preferred)

Emails

****@utexas.edu (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2025 – Present

PhD student

University of Texas, Austin (utexas.edu)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Jon Tamir

Present

PhD Advisor

Sriram Vishwanath

2017 – 2022

Expertise

Contrastive Learning

2019 – 2023

Variational Autoencoder

2017 – 2023

Information Theory

2017 – 2023

Publications

Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning
Ali Lotfi-Rezaabad, Sidharth Kumar, Sriram Vishwanath, Jonathan I. Tamir
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- CoRR 2022
- Readers: Everyone
Hyperbolic graph embedding with enhanced semi-implicit variational inference
Ali Lotfi-Rezaabad, Rahi Kalantari, Sriram Vishwanath, Mingyuan Zhou, Jonathan I. Tamir
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- AISTATS 2021
- Readers: Everyone
Provably robust classification of adversarial examples with detection
Fatemeh Sheikholeslami, Ali Lotfi, J Zico Kolter
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
Long Short-Term Memory Spiking Networks and Their Applications
Ali Lotfi-Rezaabad, Sriram Vishwanath
- Published: 01 Jan 2020, Last Modified: 12 Feb 2024
- ICONS 2020
- Readers: Everyone
Learning Representations by Maximizing Mutual Information in Variational Autoencoders
Ali Lotfi-Rezaabad, Sriram Vishwanath
- Published: 01 Jan 2020, Last Modified: 12 Feb 2024
- ISIT 2020
- Readers: Everyone
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational Inference
Ali Lotfi-Rezaabad, Rahi Kalantari, Sriram Vishwanath, Mingyuan Zhou, Jonathan I. Tamir
- Published: 01 Jan 2020, Last Modified: 12 Feb 2024
- CoRR 2020
- Readers: Everyone
Long Short-Term Memory Spiking Networks and Their Applications
Ali Lotfi-Rezaabad, Sriram Vishwanath
- Published: 01 Jan 2020, Last Modified: 12 Feb 2024
- CoRR 2020
- Readers: Everyone
Learning Representations by Maximizing Mutual Information in Variational Autoencoder
Ali Lotfi-Rezaabad, Sriram Vishwanath
- Published: 01 Jan 2019, Last Modified: 12 Feb 2024
- CoRR 2019
- Readers: Everyone
Ultra-Dense 5G Small Cell Deployment for Fiber and Wireless Backhaul-Aware Infrastructures
Ali Lotfi-Rezaabad, Hamzeh Beyranvand, Jawad A. Salehi, Martin Maier
- Published: 01 Jan 2018, Last Modified: 12 Feb 2024
- IEEE Trans. Veh. Technol. 2018
- Readers: Everyone

Co-Authors