Xiaodong Yang ![](/sites/default/files/person/Xiaodong_Yang.jpg) Research Area(s) [Autonomous Vehicles](/index.php/research-area/autonomous-vehicles) [Computer Vision](/index.php/research-area/computer-vision) [Generative AI](/index.php/research-area/generative-ai) [Physical AI](/index.php/research-area/physical-ai) [Robotics](/index.php/research-area/robotics) Main Field of Interest [Artificial Intelligence and Machine Learning ](/index.php/research-area/machine-learning-artificial-intelligence) Google Scholar [https://scholar.google.com/citations?user=yWsMg\_gAAAAJ&hl=en](https://scholar.google.com/citations?user=yWsMg_gAAAAJ&hl=en) ### Publications ### 2019 [Dance to Music](/publication/2019-12_dance-music) Hsin-Ying Lee, [Xiaodong Yang](/person/xiaodong-yang), [Ming-Yu Liu](/person/ming-yu-liu), [Ting-Chun Wang](/person/ting-chun-wang), Yu-Ding Lu, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [NeurIPS](https://www.nips.cc) [PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data](/publication/2019-10_pamtri-pose-aware-multi-task-learning-vehicle-re-identification-using-highly) Zheng Tang, Milind Naphade, [Stan Birchfield](/person/stan-birchfield), [Jonathan Tremblay](/person/jonathan-tremblay), William Hodge, Ratnesh Kumar, Shuo Wong, [Xiaodong Yang](/person/xiaodong-yang) [ICCV 2019](http://iccv2019.thecvf.com/) [STEP: Spatio-Temporal Progressive Learning for Video Action Detection](/index.php/publication/2019-06_step-spatio-temporal-progressive-learning-video-action-detection) Xitong Yang, [Xiaodong Yang](/index.php/person/xiaodong-yang), [Ming-Yu Liu](/index.php/person/ming-yu-liu), Fanyi Xiao, Larry Davis, [Jan Kautz](/index.php/person/jan-kautz) [CVPR](http://cvpr2019.thecvf.com/) [Joint Discriminative and Generative Learning for Person Re-identification](/publication/2019-06_joint-discriminative-and-generative-learning-person-re-identification) Zhedong Zheng, [Xiaodong Yang](/person/xiaodong-yang), [Zhiding Yu](/person/zhiding-yu), Liang Zheng, Yi Yang, [Jan Kautz](/person/jan-kautz) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019](http://cvpr2019.thecvf.com/) [CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification](/index.php/publication/2019-06_cityflow-city-scale-benchmark-multi-target-multi-camera-vehicle-tracking-and-re) Zheng Tang, Milind Naphade, [Ming-Yu Liu](/index.php/person/ming-yu-liu), [Xiaodong Yang](/index.php/person/xiaodong-yang), [Stan Birchfield](/index.php/person/stan-birchfield), Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwan [CVPR 2019](http://cvpr2019.thecvf.com/) [Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation](/publication/2019-01_models-matter-so-does-training-empirical-study-cnns-optical-flow-estimation) Deqing Sun, [Xiaodong Yang](/person/xiaodong-yang), [Ming-Yu Liu](/person/ming-yu-liu), [Jan Kautz](/person/jan-kautz) [TPAMI](https://ieeexplore.ieee.org/document/8621052) ### 2018 [MoCoGAN: Decomposing Motion and Content for Video Generation](/publication/2018-06_mocogan-decomposing-motion-and-content-video-generation) Sergey Tulyakov, [Ming-Yu Liu](/person/ming-yu-liu), [Xiaodong Yang](/person/xiaodong-yang), [Jan Kautz](/person/jan-kautz) [CVPR](https://arxiv.org/abs/1707.04993) [PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume](/publication/2018-06_pwc-net-cnns-optical-flow-using-pyramid-warping-and-cost-volume) Deqing Sun, [Xiaodong Yang](/person/xiaodong-yang), [Ming-Yu Liu](/person/ming-yu-liu), [Jan Kautz](/person/jan-kautz) [CVPR](http://cvpr2018.thecvf.com/) [Making Convolutional Networks Recurrent for Visual Sequence Learning](/index.php/publication/2018-06_making-convolutional-networks-recurrent-visual-sequence-learning) [Xiaodong Yang](/index.php/person/xiaodong-yang), [Pavlo Molchanov](/index.php/person/pavlo-molchanov), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR)](http://xiaodongyang.org/publications/papers/prernn-cvpr18.pdf) ### 2017 [Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network](/index.php/publication/2017-07_dynamic-facial-analysis-bayesian-filtering-recurrent-neural-network) [Jinwei Gu](/index.php/person/jinwei-gu), [Xiaodong Yang](/index.php/person/xiaodong-yang), [Shalini De Mello](/index.php/person/shalini-de-mello), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017](http://cvpr2017.thecvf.com/) ### 2016 [Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification](/publication/2016-10_multilayer-and-multimodal-fusion-deep-neural-networks-video-classification) [Xiaodong Yang](/person/xiaodong-yang), [Pavlo Molchanov](/person/pavlo-molchanov), [Jan Kautz](/person/jan-kautz) [ACM Multimedia](http://www.acmmm.org/2016/) [Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks ](/index.php/publication/2016-06_online-detection-and-classification-dynamic-hand-gestures-recurrent-3d) [Pavlo Molchanov](/index.php/person/pavlo-molchanov), [Xiaodong Yang](/index.php/person/xiaodong-yang), [Shaline Gupta](/index.php/person/shalini-de-mello), Kihwan Kim, [Stephen Tyree](/index.php/person/stephen-tyree), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016](http://cvpr2016.thecvf.com/) [Towards Selecting Robust Hand Gestures for Automotive Interfaces ](/publication/2016-06_towards-selecting-robust-hand-gestures-automotive-interfaces) Shalini Gupta, [Pavlo Molchanov](/person/pavlo-molchanov), [Xiaodong Yang](/person/xiaodong-yang), Kihwan Kim, [Stephen Tyree](/person/stephen-tyree), [Jan Kautz](/person/jan-kautz) [IEEE Intelligent Vehicles Symposium](http://iv2016.org/)