[C10] Efficient Parametric Approximations of Neural Network Function Space Distance
Nikita Dhawan, Sicong Huang, Juhan Bae, Roger Grosse
ICML 2023
[C9] Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve
Juhan Bae, Michael R. Zhang, Michael Ruan, Eric Wang, So Hasegawa, Jimmy Ba, Roger Grosse
ICLR 2023 (Oral Presentation)
[C8] If Influence Functions are the Answer, Then What is the Question?
Juhan Bae, Nathan Ng, Alston Lo, Marzyeh Ghassemi, Roger Grosse
NeurIPS 2022
[C7] Amortized Proximal Optimization
Juhan Bae*, Paul Vicol*, Jeff Z. HaoChen, Roger Grosse
NeurIPS 2022
[C6] Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes
James Lucas, Juhan Bae, Michael R. Zhang, Stanislav Fort, Richard Zemel, Roger Grosse
ICML 2021
[C5] Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians
Juhan Bae and Roger Grosse
NeurIPS 2020
[W4] On Monotonic Linear Interpolation of Neural Network Parameters
James Lucas, Juhan Bae, Michael R. Zhang, Richard Zemel, Jimmy Ba, Roger Grosse
NeurIPS 2020, Optimization for Machine Learning Workshop
[W3] Eigenvalue Corrected Noisy Natural Gradient
Juhan Bae, Guodong Zhang, Roger Grosse
NeurIPS 2019, Bayesian Deep Learning Workshop
[C2] Fast 6DOF Pose Estimation with Synthetic Textureless CAD Model for Mobile Applications
Bowen Chen, Juhan Bae, Dibyendu Mukherjee
ICIP 2019
[W1] Learnable Pooling Methods for Video Classification
Sebastian Kmiec, Juhan Bae, Ruijian An
ECCV 2018, Workshop on YouTube-8M Large-Scale Video Understanding (Oral Presentation)