Yi Zhu


Email: yzhu25(at)ucmerced.edu

Office: SE2 Rm 213E, 5200 N Lake Rd, Merced, CA 95343

Biography

I am a final year PhD candidate at UC Merced, working with Shawn Newsam. I am glad to have Ming-Hsuan Yang and Trevor Darrell on my PhD committee. My research interests mainly focus on large-scale video analysis, such as human action recognition, semantic segmentation, optical flow/disparity estimation, surveillance anomaly detection, geo-event discovery etc. Before coming to Merced, I got my EE Master degree from University of Kansas in 2014.

Google Scholar Github CV

Recent News

12/2018: One TMM paper is accepted.

11/2018: Our recent semantic segmentation work achieves state-of-the-art performance on Cityscapes, CamVid and KITTI benchmarks.

09/2018: Three ACCV 2018 papers are accepted.

08/2018: Extend Fall internship at Nvidia applied deep learning research (ADLR) team.

07/2018: Our work on generating ground level views from satellite imagery is covered by MIT technology review, Internet of Business, GIS Lounge, DeepTech. We also had an interview with This Week in Machine Learning & AI.

06/2018: Gave a talk about the winning solution of stereo matching in Robust Vision Challenge (ROB 2018) at CVPR 2018. The video recordings of my talk can be found here.

06/2018: Successfully passed the qualify exam.

05/2018: Start Summer internship at Nvidia applied deep learning research (ADLR) team.

04/2018: Two ICIP 2018 papers are accepted.

02/2018: One CVPR 2018 paper is accepted.

01/2018: Start spring internship at Hikvision Research America.

Professional Activities

Conference Reviewer:

NeurIPS 2019, ICCV 2019, BMVC 2019, CVPR 2019, ICML 2019, ICLR 2019, WACV 2019

ECCV 2018, BMVC 2018, NeurIPS 2018, ACCV 2018, AVSS 2018

Journal Reviewer:

Transactions on Pattern Analysis and Machine Intelligence (PAMI), Computer Vision and Image Understanding (CVIU), IEEE Transactions on Image Processing (TIP), Pattern Recognition (PR), IEEE Transactions on Multimedia (TMM), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE Transactions on Signal Processing (TSP), IEEE Transactions on Wireless Communication (TWC), Pervasive and Mobile Computing (PMC)

Technical Program Committee:

AVSS 2018

Awards

Graduate Dean's Dissertation Fellowship, University of California, Merced 2019

Chancellors Graduate Fellowship, University of California, Merced 2014 - 2018

EECS Bobcat Fellowship, University of California, Merced 2014 - 2018

Student Travel Grant, US National Science Foundation (NSF) 2013, 2015, 2017

EECS Robb Award, University of Kansas 2013