20 citations · 20 across the 3 of their papers we have counts for
3 papers
Conformal Generative Modeling on Triangulated Surfaces
Victor Dorobantu, Charlotte Borcherds, Yisong Yue
We propose conformal generative modeling, a framework for generative modeling on 2D surfaces approximated by discrete triangle meshes. Our approach leverages advances in discrete c…
Compactly Restrictable Metric Policy Optimization Problems
Victor D. Dorobantu, Kamyar Azizzadenesheli, Yisong Yue
We study policy optimization problems for deterministic Markov decision processes (MDPs) with metric state and action spaces, which we refer to as Metric Policy Optimization Proble…
DizzyRNN: Reparameterizing Recurrent Neural Networks for Norm-Preserving Backpropagation
Victor Dorobantu, Per Andre Stromhaug, Jess Renteria
The vanishing and exploding gradient problems are well-studied obstacles that make it difficult for recurrent neural networks to learn long-term time dependencies. We propose a rep…