Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians
Juhan Bae, Roger Grosse
Neural Information Processing Systems (Neurips), 2020
arXiv - code - poster - slides

Fast 6DoF Pose Estimation with Synthetic Textureless CAD Model for Mobile Applications
Bowen Chen, Juhan Bae, Dibyendu Mukherjee
IEEE International Conference on Image Processing (ICIP), 2019
doi - pdf - poster

On Monotonic Linear Interpolation of Neural Network Parameters
James Lucas, Juhan Bae, Michael Zhang, Richard Zemel, Jimmy Ba, Roger Grosse
Optimization for Machine Learning Workshop (NeurIPS), 2020
pdf - poster

Eigenvalue Corrected Noisy Natural Gradient
Juhan Bae, Guodong Zhang, Roger Grosse
Bayesian Deep Learning Workshop (NeurIPS), 2018
arXiv - code - poster

Learnable Pooling Methods for Video Classification
Sebastian Kmiec, Juhan Bae, Ruijian An
The 2nd Workshop on YouTube-8M Large-Scale Video Understanding (ECCV), 2018 (oral)
arXiv - code

Methods and Systems for Training an Object Detection Algorithm using Synthetic Images
Dibyendu Mukherjee, Bowen Chen, Juhan Bae
link