2 papers
cs.LG2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
Xinchen Yan, Akash Rastogi, Ruben Villegas +5
Long-term human motion can be represented as a series of motion modes---motion sequences that capture short-term temporal dynamics---with transitions between them. We leverage this…
cs.LG2018
Domain2Vec: Deep Domain Generalization
Aniket Anand Deshmukh, Ankit Bansal, Akash Rastogi
We address the problem of domain generalization where a decision function is learned from the data of several related domains, and the goal is to apply it on an unseen domain succe…