Pavel Sountsov

Joined

November 2020

Names

Pavel Sountsov (Preferred)

Emails

****@aim.com (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2014 – 2025

PhD student

Brandeis University (brandeis.edu)

2009 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Paul Miller

2009 – 2014

Expertise

probabilistic inference

2022 – Present

Publications

ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images
Matthew Douglas Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash Mansinghka, Rif A. Saurous
- AISTATS 2023
- Readers: Everyone
Robust Inverse Graphics via Probabilistic Inference
Tuan Anh Le, Pavel Sountsov, Matthew Douglas Hoffman, Ben Lee, Brian Patton, Rif A. Saurous
- ICML 2024 Poster
- Readers: Everyone
Training Chain-of-Thought via Latent-Variable Inference
Du Phan, Matthew Douglas Hoffman, david dohan, Sholto Douglas, Tuan Anh Le, Aaron T Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
- NeurIPS 2023 poster
- Readers: Everyone
MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC
Erik Nijkamp, Ruiqi Gao, Pavel Sountsov, Srinivas Vasudevan, Bo Pang, Song-Chun Zhu, Ying Nian Wu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors