Alban Desmaison

Research Engineer, Facebook

Joined

December 2017

Names

Alban Desmaison

Emails

****@robots.ox.ac.uk (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Research Engineer

Facebook (fb.com)

2019 – Present

PhD student

University of Oxford (ox.ac.uk)

2015 – 2019

Advisors, Relations & Conflicts

Coauthor

Rudy R Bunel

2015 – Present

Advisor

M. Pawan Kumar

2015 – Present

Expertise

No areas of expertise listed

Publications

TORCHSIM: High Fidelity Runtime and Memory Estimation for Distributed Training
Sanket Purandare, Emma Yang, Andrew Zhao, Qitong Wang, Wei Feng, Alban Desmaison, Andrew Gu, Tianyu Liu, Less Wright, Gokul Nadathur, Stratos Idreos
- ES-FoMo III
- Readers: Everyone
Lagrangian Decomposition for Neural Network Verification.
Rudy Bunel, Alessandro De Palma, Alban Desmaison, Krishnamurthy Dvijotham, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
PyTorch: An Imperative Style, High-Performance Deep Learning Library.
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Yang, Zach DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai et al. (1 additional authors not shown)
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone
PyTorch: An Imperative Style, High-Performance Deep Learning Library.
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai et al. (1 additional authors not shown)
- 2019 (modified: 09 Nov 2022)
- NeurIPS2019
- Readers: Everyone
Efficient Relaxations for Dense CRFs with Sparse Higher-Order Potentials.
Thomas Joy, Alban Desmaison, Thalaiyasingam Ajanthan, Rudy Bunel, Mathieu Salzmann, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar
- 2019 (modified: 09 Nov 2022)
- SIAM J. Imaging Sciences2019
- Readers: Everyone
Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials.
Thomas Joy, Alban Desmaison, Thalaiyasingam Ajanthan, Rudy Bunel, Mathieu Salzmann, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar
- 2018 (modified: 09 Nov 2022)
- CoRR2018
- Readers: Everyone
Learning Disentangled Representations with Semi-Supervised Deep Generative Models
Siddharth Narayanaswamy, Brooks Paige, Jan-Willem van de Meent, Alban Desmaison, Noah D. Goodman, Pushmeet Kohli, Frank D. Wood, Philip H. S. Torr
- 2017 (modified: 12 Jan 2026)
- NIPS 2017
- Readers: Everyone
Efficient Linear Programming for Dense CRFs
Thalaiyasingam Ajanthan, Alban Desmaison, Rudy Bunel, Mathieu Salzmann, Philip H. S. Torr, M. Pawan Kumar
- 2017 (modified: 10 Nov 2022)
- CVPR 2017
- Readers: Everyone
Adaptive Neural Compilation
Rudy R. Bunel, Alban Desmaison, Pawan Kumar Mudigonda, Pushmeet Kohli, Philip H. S. Torr
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Efficient Continuous Relaxations for Dense CRF
Alban Desmaison, Rudy Bunel, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar
- 2016 (modified: 11 Nov 2022)
- ECCV (2) 2016
- Readers: Everyone

View all 15 publications

Co-Authors

View all 56 co-authors