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2020 – today
- 2024
[j3]Vikram Voleti, Chris Finlay, Adam Oberman, Christopher Pal:
Multi-resolution continuous normalizing flows. Ann. Math. Artif. Intell. 92(5): 1295-1317 (2024)- 2021
- [c4]Shi Pan, Chris Finlay, Chri Besenbruch, William J. Knottenbelt:
Three Gaps for Quantisation in Learned Image Compression. CVPR Workshops 2021: 720-726 - [i10]Vikram Voleti, Chris Finlay, Adam M. Oberman, Christopher J. Pal:
Multi-Resolution Continuous Normalizing Flows. CoRR abs/2106.08462 (2021) - 2020
- [c3]Aram-Alexandre Pooladian, Chris Finlay, Tim Hoheisel, Adam M. Oberman:
A principled approach for generating adversarial images under non-smooth dissimilarity metrics. AISTATS 2020: 1442-1452 - [c2]Chris Finlay, Jörn-Henrik Jacobsen, Levon Nurbekyan, Adam M. Oberman:
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization. ICML 2020: 3154-3164 - [i9]Chris Finlay, Jörn-Henrik Jacobsen, Levon Nurbekyan, Adam M. Oberman:
How to train your neural ODE. CoRR abs/2002.02798 (2020) - [i8]Chris Finlay, Augusto Gerolin, Adam M. Oberman, Aram-Alexandre Pooladian:
Learning normalizing flows from Entropy-Kantorovich potentials. CoRR abs/2006.06033 (2020) - [i7]Ryan Campbell, Chris Finlay, Adam M. Oberman:
Deterministic Gaussian Averaged Neural Networks. CoRR abs/2006.06061 (2020) - [i6]Ryan Campbell, Chris Finlay, Adam M. Oberman:
Adversarial Boot Camp: label free certified robustness in one epoch. CoRR abs/2010.02508 (2020)
2010 – 2019
- 2019
- [j2]Chris Finlay, Adam M. Oberman:
Improved Accuracy of Monotone Finite Difference Schemes on Point Clouds and Regular Grids. SIAM J. Sci. Comput. 41(5): A3097-A3117 (2019) - [c1]Chris Finlay, Aram-Alexandre Pooladian, Adam M. Oberman:
The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information. ICCV 2019: 4861-4869 - [i5]Chris Finlay, Adam M. Oberman:
Empirical confidence estimates for classification by deep neural networks. CoRR abs/1903.09215 (2019) - [i4]Chris Finlay, Aram-Alexandre Pooladian, Adam M. Oberman:
The LogBarrier adversarial attack: making effective use of decision boundary information. CoRR abs/1903.10396 (2019) - [i3]Chris Finlay, Adam M. Oberman:
Scaleable input gradient regularization for adversarial robustness. CoRR abs/1905.11468 (2019) - [i2]Aram-Alexandre Pooladian, Chris Finlay, Tim Hoheisel, Adam M. Oberman:
A principled approach for generating adversarial images under non-smooth dissimilarity metrics. CoRR abs/1908.01667 (2019) - [i1]Aram-Alexandre Pooladian, Chris Finlay, Adam M. Oberman:
Farkas layers: don't shift the data, fix the geometry. CoRR abs/1910.02840 (2019) - 2018
- [j1]Chris Finlay, Adam M. Oberman:
Approximate Homogenization of Fully Nonlinear Elliptic PDEs: Estimates and Numerical Results for Pucci Type Equations. J. Sci. Comput. 77(2): 936-949 (2018)
Coauthor Index
aka: Adam Oberman
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