Publications

Transductive Decoupled Variational Inference for Few-Shot Classification
TMLR 2023 Anuj Singh, Hadi Jamali-Rad
LAB: Learnable Activation Binarizer for Binary Neural Networks
WACV 2023 Sieger Falkena, Hadi Jamali-Rad, Jan van Gemert
Self-Attention Message Passing for Contrastive Few-Shot Learning
WACV 2023 Ojas Shirekar, Anuj Singh, Hadi Jamali-Rad
Towards Single Camera Kinematics Human 3D-Kinematics
Sensors 2022 Marian Bittner, Wei-Tse Yang, Xucong Zhang, Ajay Seth, Jan van Gemert, Frans C.T. van der Helm
Eye Gaze Estimation and Its Applications
2022 Xucong Zhang, Seonwook Park, and Anna Maria Feit
Self-Supervised Class-Cognizant Few-Shot Classification
IEEE ICIP 2022 Ojas Shirekar, Hadi Jamali-Rad
Federated Learning With Taskonomy for Non-IID Data
TNNLS 2022 Hadi Jamali-Rad, Mohammad Abdizadeh, Anuj Singh
Humans disagree with the IoU for measuring object detector localization error
ICIP 2022 Ombretta Strafforello, Vanathi Rajasekar, Osman Semih Kayhan, Oana Inel, Jan van Gemert
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
ICLR 2022 David W. Romero, Robert-Jan Bruintjes, Jakub M. Tomczak, Erik J. Bekkers, Mark Hoogendoorn, Jan van Gemert
Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning
ICCV 2021 Adrian Spurr*, Aneesh Dahiya*, Xi Wang, Xucong Zhang, Otmar Hilliges
Zero-Shot Day-Night Domain Adaptation with a Physics Prior
ICCV 2021 Attila Lengyel, Sourav Garg, Michael Milford, Jan van Gemert
Exploiting Learned Symmetries in Group Equivariant Convolutions
ICIP 2021 Attila Lengyel, Jan van Gemert
No frame left behind: Full Video Action Recognition
CVPR 2021 Xin Liu, Silvia L. Pintea, Fatemeh Karimi Nejadasl, Olaf Booij, Jan van Gemert
VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
ArXiv 2021 Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista Rios, Osman Semih Kayhan, Jan van Gemert
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation
Elsevier CVIU 2021 Attila Szabo, Hadi Jamali-Rad
Self-Learning Transformations for Improving Gaze and Head Redirection
NeurIPS 2020 Yufeng Zheng, Seonwook Park, Xucong Zhang, Shalini De Mello, and Otmar Hilliges
Towards End-to-end Video-based Eye-tracking
ECCV 2020 Seonwook Park, Emre Aksan, Xucong Zhang, and Otmar Hilliges
ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation
ECCV (accepted as spotlight) 2020 Xucong Zhang, Seonwook Park, Thabo Beeler, Derek Bradley, Siyu Tang, and Otmar Hilliges
Learning-based Region Selection for End-to-End Gaze Estimation
BMVC 2020 Xucong Zhang, Yusuke Sugano, Andreas Bulling, and Otmar Hilliges
Deep Hough-Transform Line Priors
ECCV 2020 Yancong Lin, Silvia L. Pintea, Jan van Gemert
Gaze Estimation by Exploring Two-Eye Asymmetry
TIP 2020 Yihua Cheng, Xucong Zhang, Feng Lu, Yoichi Sato
On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location
CVPR 2020 Osman Semih Kayhan, Jan van Gemert
Long-term Behaviour Recognition in Videos with Actor-focused Region Attention
VISIGRAPP 2020 Luca Ballan, Ombretta Strafforello, Klamer Schutte
Content-Consistent Generation of Realistic Eyes with Style
ICCVW 2019 Marcel Buhler, Seonwook Park, Shalini De Mello, Xucong Zhang, and Otmar Hilliges
Photo-realistic Monocular Gaze Redirection Using Generative Adversarial Networks
ICCV 2019 Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges
Evaluation of Appearance-Based Methods for Gaze-Based Applications
CHI 2019 Xucong Zhang, Yusuke Sugano, and Andreas Bulling
Gaze estimation and interaction in real-world environments
2018 Xucong Zhang
Training Person-Specific Gaze Estimators from User Interactions with Multiple Devices
CHI 2018 Xucong Zhang, Yusuke Sugano, and Andreas Bulling
Robust Eye Contact Detection in Natural Multi-Person Interactions Using Gaze and Speaking Behaviour
ETRA 2018 Philipp Müller, Xucong Zhang, Michael Xuelin Huang, and Andreas Bulling
Revisiting Data Normalization for Appearance-based Gaze Estimation
ETRA 2018 Xucong Zhang, Yusuke Sugano, and Andreas Bulling
Learning to find eye region landmarks for remote gaze estimation in unconstrained settings
ETRA 2018 Seonwook Park, Xucong Zhang, Andreas Bulling, and Otmar Hilliges
Everyday Eye Contact Detection Using Unsupervised Gaze Target Discovery
UIST (best paper honorable mention award) 2017 Xucong Zhang, Yusuke Sugano, and Andreas Bulling
It’s Written All Over Your Face: Full-face Appearance-based Gaze Estimation
CVPRW 2017 Xucong Zhang, Yusuke Sugano, and Andreas Bulling
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
TPAMI 2017 Xucong Zhang, Yusuke Sugano, Mario Fritz, and Andreas Bulling
AggreGaze: Collective Estimation of Audience Attention on Public Displays
UIST (best paper honorable mention award) 2016 Yusuke Sugano, Xucong Zhang, Andreas Bulling
Combining Eye Tracking with Optimizations for Lens Astigmatism in modern wide-angle HMDs
VR 2016 Daniel Pohl, Xucong Zhang, Andreas Bulling
Labelled pupils in the wild: A dataset for studying pupil detection in unconstrained environments
ETRA 2016 Marc Tonsen, Xucong Zhang, Yusuke Sugano, Andreas Bulling
Rendering of eyes for eye-shape registration and gaze estimation
ICCV 2015 Erroll Wood, Tadas Baltrušaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling
Appearance-based Gaze Estimation in the Wild
CVPR 2015 Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling
Robust multi-resolution pedestrian detection in traffic scenes
CVPR (accepted as oral) 2013 Junjie Yan, Xucong Zhang, Zhen Lei, Shengcai Liao, and Stan Z. Li