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

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