Publications

Challenge and Awards

Dunhuang Image Restoration Challenge
Yuqian Zhou, Lijiang Fu, Thomas Huang
e-Heritage Workshop (at ICCV 2019) Rank 3rd of Dunhuang Image Restoration

Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation
Jiaming Liu, Chi-Hao Wu, Yuzhi Wang, Qin Xu, Yuqian Zhou, Haibin Huang, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang
NTIRE 2019 (at CVPRW 2019) Rank 1st of NTIRE 2019 RAW Track
[Report] | [Challenge] | [Code]

Multimodal Utterance-level Affect Analysis using Visual, Audio and Text Features
Didan Deng, Yuqian Zhou, Jimin Pi, Bertram E Shi.
OMG 2018 at IJCNN2018 Rank 3rd of OMG Challenge
[Paper]

Pose-independent Facial Action Unit Intensity Regression Based on Multi-task Deep Transfer Learning
Yuqian Zhou, Jimin Pi, Bertram E Shi.
FG 2017 Rank 1st of FERA2017 Challenge
[Paper] | [Challenge] | [Click2Smile] | [Game]

Health Big Data

Analysis and Prediction of Unplanned Intensive Care Unit Readmission using Recurrent Neural Networks with Long Short-Term Memory
Yuqian Zhou, Yu-Wei Lin, Faraz Faghri, Michael J Shaw, Roy H Campbell
PLoS ONE July
[Paper] | [Code]

Image Denoising

When AWGN-based Denoiser Meets Real Noises
Yuqian Zhou Jianbo Jiao, Haibin Huang, Yang Wang, Jue Wang, Honghui Shi, Thomas Huang
AAAI 2020
[Paper] | [Code]

Adaptation Strategies for Applying AWGN-based Denoiser to Realistic Noise
Yuqian Zhou, Jianbo Jiao, Haibin Huang, Jue Wang, Thomas Huang
AAAI (Student Abstract) 2019
[Paper] | [Code]

Affective Computing

MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition
Didan Deng, Zhaokang Chen, Yuqian Zhou, Bertram E Shi.
AAAI 2020
[Paper] | [Code]

Action Unit Selective Feature Maps in Deep Networks for Facial Expression Recognition
Yuqian Zhou, Bertram E Shi.
IJCNN 2017
[Paper] | [Demo]

Face Image Manipulation and Synthesis

FLNet: Landmark Driven Fetching and Learning Network for Faithful Talking Facial Animation Synthesis
Kuangxiao Gu, Yuqian Zhou*, Thomas Huang
AAAI 2020
[Paper] | [Code]

Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder
Yuqian Zhou, Bertram Emil Shi.
ACII 2017
[Paper]

Person Detection and Recognition

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification
Yang Fu, Yunchao Wei, Guanshuo Wang, Yuqian Zhou, Honghui Shi, Thomas Huang.
ICCV 2019 (Oral)
[Paper] | [Code] | [Oral]

Horizontal Pyramid Matching for Person Re-identification
Yang Fu, Yunchao Wei, Yuqian Zhou, Honghui Shi, Gao Huang, Xinchao Wang, Zhiqiang Yao, Thomas Huang.
AAAI 2019
[Paper] | [Code]

Survey of Face Detection on Low-quality Images
Yuqian Zhou, Ding Liu, Thomas Huang.
FG 2018
[Paper] | [Talk] | [Code1] | [Code2]

Representation Learning

Unsupervised Representation Adversarial Learning Network: from Reconstruction to Generation
Yuqian Zhou, Kuangxiao Gu, Thomas Huang.
IJCNN 2019 (Oral)
[Paper] | [Code] | [Oral]

3D Modeling

GeoNet: Deep Geodesic Networks for Point Cloud Analysis
Tong He, Haibin Huang, Li Yi, Yuqian Zhou, Chihao Wu, Jue Wang, Stefano Soatto
CVPR 2019 (Oral)
[Paper]