Zhuoqian
Yang

PhD Candidate at EPFL

Hi, there! I am a PhD candidate at EPFL, supervised by Dr. Mathieu Salzmann and Prof. Sabine Süsstrunk. My research interest is in representation learning and computer vision.

Previous Experiences

2021-2023 I worked as a research engineer at Shanghai AI Lab, with Dr. Bo Dai and Dr. Wayne Wu.

2019-2020 I obtained my Master's degree in Computer Vision at the Robotics Institute, Carnegie Mellon University, working with Prof. Laszlo Jeni.

2015-2019 I obtained my Bachelor's degree in Software Engineering at Beihang University. I worked with Prof. Zengchang Qin and Prof. Yang Yang during this time.

Email: yzhq97 [at] gmail.com
CV: download
♾️ I dedicate two hours each week to mentoring students who have ADHD. If you seek advice on your studies/projects/applications, or would like to discuss experiences as a neurodivergent person, please feel free to email me.

Puclications and Projects

2023

OrthoPlanes: A Novel Representation for Better 3D-Awareness of GANs
Honglin He*, Zhuoqian Yang*, Shikai Li, Bo Dai, Wayne Wu
in ICCV 2023
* equal contribution | paper | project page | code
3DHumanGAN: 3D-Aware Human Image Generation with 3D Pose Mapping
Zhuoqian Yang, Shikai Li, Wayne Wu, Bo Dai
in ICCV 2023
paper | project page | video | code

2022

MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks
Wentao Zhu*, Zhuoqian Yang*, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy
in AAAI 2022
* equal contribution | paper | project page | poster

2021

Semantic Facial Image Manipulation using 2D/3D modalities
Zhuoqian Yang, Dai Li, Koichiro Niinuma, Laszlo Jeni
CMU MSCV Capstone Project
Sponsor: Fujitsu Research of America | project page | slides

2020

MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-Face Generation
Kaisiyuan Wang*, Qianyi Wu*, Linsen Song*, Zhuoqian Yang, Wayne Wu, Chen Qian, Ran He, Yu Qiao, Chen Change Loy
in ECCV 2020
* equal contribution | paper | project page
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering
Zhuoqian Yang, Zengchang Qin, Jing Yu, Yue Hu
in ICIP 2020
paper
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting
Zhuoqian Yang*, Wentao Zhu*, Wayne Wu*, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy
in CVPR 2020
* equal contribution | paper | project page | code

2019

Non-rigid Image Registration with Dynamic Gaussian Component Density and Space Curvature Preservation
Zhuoqian Yang, Yang Yang, Kun Yang, Ziquan Wei
IEEE Transactions on Image Processing, 28(5), 2584-2598
paper
Multi-Temporal Remote Sensing Image Registration Using Deep Convolutional Features
Zhuoqian Yang, Tingting Dan, Yang Yang
IEEE Access, vol.~6, pp.~38544--38555
paper | code

Academic Services

  • Student Teaching Assistant: CS-341 Computer Graphics, Spring 2024, EPFL
  • Reviewer: CVPR, ECCV, AAAI, ICLR
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