2 papers
cs.LG2020
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS
P Aditya Sreekar, Ujjwal Tiwari, Anoop Namboodiri
Mutual information (MI) is an information-theoretic measure of dependency between two random variables. Several methods to estimate MI, from samples of two random variables with un…
cs.CV2020
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
P Aditya Sreekar, Ujjwal Tiwari, Anoop Namboodiri
Video Prediction is an interesting and challenging task of predicting future frames from a given set context frames that belong to a video sequence. Video prediction models have fo…