Rob Brekelmans
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
4
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts. | Marta Skreta, Tara Akhound-Sadegh, Viktor Ohanesian, Roberto Bondesan, Aln Aspuru-Guzik, Arnaud Doucet, Rob Brekelmans, Alexander Tong, Kirill Neklyudov |
| 2024 | ICML | A Computational Framework for Solving Wasserstein Lagrangian Flows. | Kirill Neklyudov, Rob Brekelmans, Alexander Tong, Lazar Atanackovic, Qiang Liu, Alireza Makhzani |
| 2024 | ICML | Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo. | Stephen Zhao, Rob Brekelmans, Alireza Makhzani, Roger Baker Grosse |
| 2023 | ICLR | Information-Theoretic Diffusion. | Xianghao Kong, Rob Brekelmans, Greg Ver Steeg |
| 2023 | ICML | Action Matching: Learning Stochastic Dynamics from Samples. | Kirill Neklyudov, Rob Brekelmans, Daniel Severo, Alireza Makhzani |
| 2022 | ICLR | Improving Mutual Information Estimation with Annealed and Energy-Based Bounds. | Rob Brekelmans, Sicong Huang, Marzyeh Ghassemi, Greg Ver Steeg, Roger Baker Grosse, Alireza Makhzani |
| 2021 | UAI | q-Paths: Generalizing the geometric annealing path using power means. | Vaden Masrani, Rob Brekelmans, Thang Bui, Frank Nielsen, Aram Galstyan, Greg Ver Steeg, Frank Wood |
| 2020 | ICML | All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference. | Rob Brekelmans, Vaden Masrani, Frank Wood, Greg Ver Steeg, Aram Galstyan |
| 2019 | AISTATS | Auto-Encoding Total Correlation Explanation. | Shuyang Gao, Rob Brekelmans, Greg Ver Steeg, Aram Galstyan |