Pavel Sountsov

17 papers A* 4A 5Journal 8
YearRankTypeTitle / Venue / Authors
2024 A* conf
Robust Inverse Graphics via Probabilistic Inference.
ICML
Tuan Anh Le, Pavel Sountsov, Matthew Douglas Hoffman, Ben Lee, Brian Patton, Rif A. Saurous
2024 J jnl
Robust Inverse Graphics via Probabilistic Inference.
CoRR
Tuan Anh Le, Pavel Sountsov, Matthew D. Hoffman, Ben Lee, Brian Patton, Rif A. Saurous
2023 A conf
Adaptive Tuning for Metropolis Adjusted Langevin Trajectories.
AISTATS
Lionel Riou-Durand, Pavel Sountsov, Jure Vogrinc, Charles Margossian, Sam Power
2023 A conf
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images.
AISTATS
Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash K. Mansinghka, Rif A. Saurous
2023 A* conf
Training Chain-of-Thought via Latent-Variable Inference.
NeurIPS
Matthew Douglas Hoffman, Du Phan, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
2023 J jnl
Training Chain-of-Thought via Latent-Variable Inference.
CoRR
Du Phan, Matthew D. Hoffman, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
2022 A* conf
MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC.
ICLR
Erik Nijkamp, Ruiqi Gao, Pavel Sountsov, Srinivas Vasudevan, Bo Pang, Song-Chun Zhu, Ying Nian Wu
2022 J jnl
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images.
CoRR
Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash K. Mansinghka, Rif A. Saurous
2022 A conf
Tuning-Free Generalized Hamiltonian Monte Carlo.
AISTATS
Matthew D. Hoffman, Pavel Sountsov
2021 A conf
An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo.
AISTATS
Matthew Hoffman, Alexey Radul, Pavel Sountsov
2020 A conf
Hamiltonian Monte Carlo Swindles.
AISTATS
Dan Piponi, Matthew D. Hoffman, Pavel Sountsov
2020 J jnl
Learning Energy-based Model with Flow-based Backbone by Neural Transport MCMC.
CoRR
Erik Nijkamp, Ruiqi Gao, Pavel Sountsov, Srinivas Vasudevan, Bo Pang, Song-Chun Zhu, Ying Nian Wu
2020 J jnl
tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware.
CoRR
Junpeng Lao, Christopher Suter, Ian Langmore, Cyril Chimisov, Ashish Saxena, Pavel Sountsov, Dave Moore, Rif A. Saurous, Matthew D. Hoffman, Joshua V. Dillon
2016 A* conf
Length bias in Encoder Decoder Models and a Case for Global Conditioning.
EMNLP
Pavel Sountsov, Sunita Sarawagi
2016 J jnl
Length bias in Encoder Decoder Models and a Case for Global Conditioning.
CoRR
Pavel Sountsov, Sunita Sarawagi
2015 J jnl
Spiking neuron network Helmholtz machine.
Frontiers Comput. Neurosci.
Pavel Sountsov, Paul Miller
2011 J jnl
A Biologically Plausible Transform for Visual Recognition that is Invariant to Translation, Scale, and Rotation.
Frontiers Comput. Neurosci.
Pavel Sountsov, David M. Santucci, John E. Lisman