Search Results for author: Daniel Ulbricht

Found 4 papers, 2 papers with code

GAUDI: A Neural Architect for Immersive 3D Scene Generation

1 code implementation27 Jul 2022 Miguel Angel Bautista, Pengsheng Guo, Samira Abnar, Walter Talbott, Alexander Toshev, Zhuoyuan Chen, Laurent Dinh, Shuangfei Zhai, Hanlin Goh, Daniel Ulbricht, Afshin Dehghan, Josh Susskind

We introduce GAUDI, a generative model capable of capturing the distribution of complex and realistic 3D scenes that can be rendered immersively from a moving camera.

Image Generation Scene Generation

Fast and Explicit Neural View Synthesis

no code implementations12 Jul 2021 Pengsheng Guo, Miguel Angel Bautista, Alex Colburn, Liang Yang, Daniel Ulbricht, Joshua M. Susskind, Qi Shan

We study the problem of novel view synthesis from sparse source observations of a scene comprised of 3D objects.

Novel View Synthesis

Learning to Branch for Multi-Task Learning

no code implementations ICML 2020 Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht

Training multiple tasks jointly in one deep network yields reduced latency during inference and better performance over the single-task counterpart by sharing certain layers of a network.

Multi-Task Learning

Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation

2 code implementations CVPR 2019 Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht

In this work, we connect two distinct concepts for unsupervised domain adaptation: feature distribution alignment between domains by utilizing the task-specific decision boundary and the Wasserstein metric.

General Classification Image Classification +4

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