Brandon Amos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
10
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold. | Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J. Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov |
| 2025 | ICLR | Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles. | Buu Phan, Brandon Amos, Itai Gat, Marton Havasi, Matthew J. Muckley, Karen Ullrich |
| 2025 | ICML | Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching. | Aaron J. Havens, Benjamin Kurt Miller, Bing Yan, Carles Domingo-Enrich, Anuroop Sriram, Daniel S. Levine, Brandon M. Wood, Bin Hu, Brandon Amos, Brian Karrer, Xiang Fu, Guan-Horng Liu, Ricky T. Q. Chen |
| 2025 | ICML | Wasserstein Flow Matching: Generative Modeling Over Families of Distributions. | Doron Haviv, Aram-Alexandre Pooladian, Dana Pe'er, Brandon Amos |
| 2025 | ICML | AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs. | Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian |
| 2024 | EMNLP | To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning. | Da Ju, Song Jiang, Andrew Cohen, Aaron Foss, Sasha Mitts, Arman Zharmagambetov, Brandon Amos, Xian Li, Justine T. Kao, Maryam Fazel-Zarandi, Yuandong Tian |
| 2024 | UAI | Neural Optimal Transport with Lagrangian Costs. | Aram-Alexandre Pooladian, Carles Domingo-Enrich, Ricky T. Q. Chen, Brandon Amos |
| 2023 | ICLR | On amortizing convex conjugates for optimal transport. | Brandon Amos |
| 2023 | ICML | Meta Optimal Transport. | Brandon Amos, Giulia Luise, Samuel Cohen, Ievgen Redko |
| 2023 | ICML | Multisample Flow Matching: Straightening Flows with Minibatch Couplings. | Aram-Alexandre Pooladian, Heli Ben-Hamu, Carles Domingo-Enrich, Brandon Amos, Yaron Lipman, Ricky T. Q. Chen |
| 2023 | ICML | Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories. | Qinqing Zheng, Mikael Henaff, Brandon Amos, Aditya Grover |
| 2022 | ICLR | Cross-Domain Imitation Learning via Optimal Transport. | Arnaud Fickinger, Samuel Cohen, Stuart Russell, Brandon Amos |
| 2022 | ICML | Matching Normalizing Flows and Probability Paths on Manifolds. | Heli Ben-Hamu, Samuel Cohen, Joey Bose, Brandon Amos, Maximilian Nickel, Aditya Grover, Ricky T. Q. Chen, Yaron Lipman |
| 2021 | AAAI | Improving Sample Efficiency in Model-Free Reinforcement Learning from Images. | Denis Yarats, Amy Zhang, Ilya Kostrikov, Brandon Amos, Joelle Pineau, Rob Fergus |
| 2021 | AISTATS | Aligning Time Series on Incomparable Spaces. | Samuel Cohen, Giulia Luise, Alexander Terenin, Brandon Amos, Marc Peter Deisenroth |
| 2021 | ICLR | Learning Neural Event Functions for Ordinary Differential Equations. | Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel |
| 2021 | ICLR | Neural Spatio-Temporal Point Processes. | Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel |
| 2021 | ICML | Riemannian Convex Potential Maps. | Samuel Cohen, Brandon Amos, Yaron Lipman |
| 2021 | ICML | CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints. | Anselm Paulus, Michal Rolnek, Vt Musil, Brandon Amos, Georg Martius |
| 2020 | ICML | The Differentiable Cross-Entropy Method. | Brandon Amos, Denis Yarats |
| 2018 | ICLR | Learning Awareness Models. | Brandon Amos, Laurent Dinh, Serkan Cabi, Thomas Rothrl, Sergio Gomez Colmenarejo, Alistair Muldal, Tom Erez, Yuval Tassa, Nando de Freitas, Misha Denil |
| 2017 | ICML | OptNet: Differentiable Optimization as a Layer in Neural Networks. | Brandon Amos, J. Zico Kolter |
| 2017 | ICML | Input Convex Neural Networks. | Brandon Amos, Lei Xu, J. Zico Kolter |
| 2017 | MMSys | A Scalable and Privacy-Aware IoT Service for Live Video Analytics. | Junjue Wang, Brandon Amos, Anupam Das, Padmanabhan Pillai, Norman M. Sadeh, Mahadev Satyanarayanan |
| 2016 | ICML | Collapsed Variational Inference for Sum-Product Networks. | Han Zhao, Tameem Adel, Geoffrey J. Gordon, Brandon Amos |
| 2015 | Mobisys | Early Implementation Experience with Wearable Cognitive Assistance Applications. | Zhuo Chen, Lu Jiang, Wenlu Hu, Kiryong Ha, Brandon Amos, Padmanabhan Pillai, Alexander G. Hauptmann, Mahadev Satyanarayanan |
| 2014 | CloudCom | Performance Study of Spindle, A Web Analytics Query Engine Implemented in Spark. | Brandon Amos, David Tompkins |
| 2013 | IWCMC | Applying machine learning classifiers to dynamic Android malware detection at scale. | Brandon Amos, Hamilton A. Turner, Jules White |