Search Results for author: Edward Yang

Found 5 papers, 3 papers with code

A Multimodal Approach to The Detection and Classification of Skin Diseases

no code implementations21 Nov 2024 Allen Yang, Edward Yang

With Chain of Options and preliminary disease recommendations from the image model, this method achieves state of the art accuracy 91% in diagnosing patient skin disease given just an image of the afflicted area as well as a patient description of the symptoms (such as itchiness or dizziness).

ActiveNeRF: Learning Accurate 3D Geometry by Active Pattern Projection

1 code implementation13 Aug 2024 Jianyu Tao, Changping Hu, Edward Yang, Jing Xu, Rui Chen

We design a learnable active pattern rendering pipeline which jointly learns the scene geometry and the active pattern.

3D geometry NeRF +1

ActiveZero: Mixed Domain Learning for Active Stereovision with Zero Annotation

no code implementations CVPR 2022 Isabella Liu, Edward Yang, Jianyu Tao, Rui Chen, Xiaoshuai Zhang, Qing Ran, Zhu Liu, Hao Su

First, we demonstrate the transferability of our method to out-of-distribution real data by using a mixed domain learning strategy.

Automatic Differentiation in PyTorch

1 code implementation NIPS 2017 2017 Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, Adam Lerer

In this article, we describe an automatic differentiation module of PyTorch — a library designed to enable rapid research on machine learning models.

Clustering Dimensionality Reduction +1

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