Learning Discriminative Prototypes with Dynamic Time Warping
Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Authors: X. Chang, F. Tung , G. Mori
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Authors: Y. Gong, H. Hajimirsadeghi, J. He, T. Durand, G. Mori
Wavelet Flow: Fast Training of High Resolution Normalizing Flows
Conference on Neural Information Processing Systems (NeurIPS), 2020
Authors: J. Yu, K. Derpanis, M. Brubaker
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
Workshop on Invertible Neural Networks, Normalizing Flows and Explicit Likelihood Models(ICML), 2020
Authors: R. Deng, B. Chang, M. Brubaker, G. Mori, A. Lehrmann
Evaluating Lossy Compression Rates of Deep Generative Models
International Conference on Machine Learning (ICML), 2020
Authors: *S. Huang, *A. Makhzani, Y. Cao, R. Grosse
* Denotes equal contribution