Category: Computer Vision

2020

Line Tracing Attention: Does time constraint force attention reprioritization? Yiyuan Yang*, Kenneth Li*, Fernanda Eliott, Maithilee Kunda. 2020 (In preparation)

VU-ObjectTrace: Time Constrained Image Tracings. Kenneth Li*, Yiyuan Yang*, Fernanda Eliott, Maithilee Kunda. 2020 (In preparation)

Validation and Estimation of Spleen Volume Via Computer-assisted Segmentation on Clinically Acquired CT Scans. Yiyuan Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Yuankai Huo, Matthew T. McKenna, Michael R. Savona, Richard G. Abramson and Bennett A. Landman. 2020 (Under journal submission)

2019

Internal-transfer weighting of multi-task learning for lung cancer detection. Yiyuan Yang, Riqiang Gao, Yucheng Tang, Sanja L. Antic, Steve Deppen, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Bennett A. Landman. SPIE 2020. (Accepted, received honorary mention best student poster award).

* denotes equal contribution.

Assignments From UT Austin: CS376 Computer Vision

Analyzing Seam Carving Algorithm

Using Color, Texture and Hough Transform for Segmentation and Detection

Assignments From MIT: Advances In Computer Vision

Depth Sensing Using Projector and Camera

Hybrid Images and Motion Magnification

CS231n from Stanford: Convolutional Neural Networks for Visual Recognition

Private Github: https://github.com/yiyuanyang/stanford_cs231n

My own stuff

I tried out evolution as a learning policy early 2020: https://github.com/yiyuanyang/evolution, but doesn’t seem to improve from just using good old adam.