Search Results for author: Karren D. Yang

Found 3 papers, 1 papers with code

Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications

no code implementations30 Nov 2023 Karren D. Yang, Anurag Ranjan, Jen-Hao Rick Chang, Raviteja Vemulapalli, Oncel Tuzel

While these models can achieve high-quality lip articulation for speakers in the training set, they are unable to capture the full and diverse distribution of 3D facial motions that accompany speech in the real world.

Motion Synthesis

Multi-Domain Translation by Learning Uncoupled Autoencoders

no code implementations9 Feb 2019 Karren D. Yang, Caroline Uhler

Multi-domain translation seeks to learn a probabilistic coupling between marginal distributions that reflects the correspondence between different domains.

Translation

Scalable Unbalanced Optimal Transport using Generative Adversarial Networks

1 code implementation ICLR 2019 Karren D. Yang, Caroline Uhler

Generative adversarial networks (GANs) are an expressive class of neural generative models with tremendous success in modeling high-dimensional continuous measures.

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