Search Results for author: Yixiao Wang

Found 4 papers, 2 papers with code

UHRNet: A Deep Learning-Based Method for Accurate 3D Reconstruction from a Single Fringe-Pattern

1 code implementation23 Apr 2023 Yixiao Wang, Canlin Zhou, Xingyang Qi, Hui Li

Our experimental results show that our proposed method can increase the accuracy of 3D reconstruction from a single fringe pattern.

3D Reconstruction Retrieval

A Priori Calibration of Transient Kinetics Data via Machine Learning

no code implementations27 Sep 2021 M. Ross Kunz, Adam Yonge, Rakesh Batchu, Zongtang Fang, Yixiao Wang, Gregory Yablonsky, Andrew J. Medford, Rebecca Fushimi

As such, the proposed methodology demonstrates clear benefits over the traditional preprocessing in the calibration of the inert and feed mixture products without need of prior calibration experiments or heuristic input from the user.

BIG-bench Machine Learning

Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection

1 code implementation ACL (RepL4NLP) 2021 Yixiao Wang, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert

Second, rather than learning a word vector directly, we use a topic model to partition the contexts in which words appear, and then learn different topic-specific vectors for each word.

Sentence Word Embeddings

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