Search Results for author: Yingcheng Liu

Found 5 papers, 3 papers with code

Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series

1 code implementation6 Nov 2023 Zeen Chi, Zhongxiao Cong, Clinton J. Wang, Yingcheng Liu, Esra Abaci Turk, P. Ellen Grant, S. Mazdak Abulnaga, Polina Golland, Neel Dey

We apply our method to learning subject-specific atlases and motion stabilization of dynamic BOLD MRI time-series of fetuses in utero.

Time Series

Sample-Specific Debiasing for Better Image-Text Models

no code implementations25 Apr 2023 Peiqi Wang, Yingcheng Liu, Ching-Yun Ko, William M. Wells, Seth Berkowitz, Steven Horng, Polina Golland

Self-supervised representation learning on image-text data facilitates crucial medical applications, such as image classification, visual grounding, and cross-modal retrieval.

Contrastive Learning Cross-Modal Retrieval +4

Unified Perceptual Parsing for Scene Understanding

18 code implementations ECCV 2018 Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun

In this paper, we study a new task called Unified Perceptual Parsing, which requires the machine vision systems to recognize as many visual concepts as possible from a given image.

Scene Understanding Semantic Segmentation

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