Yunbo Wang

I am a final-year Ph.D. student at Tsinghua University, working with Prof. Philip S. Yu and Prof. Mingsheng Long. My current research includes the deep learning algorithms in video analysis, spatiotemporal predictive models, and model-based planning.

I also spent time in Prof. Joshua B. Tenenbaum's lab at MIT (2019) and at Google AI lab (2018). I received my B.S. in Electrical Engineering from Xi'an Jiaotong University.

Email: yunbo.thu@gmail.com

[Google Scholar]

Preprints

Adversarial Pyramid Network for Video Domain Generalization
Zhiyu Yao*, Yunbo Wang*, Xingqiang Du, Mingsheng Long, and Jianmin Wang
arXiv, 2019
[pdf]

Dual Sequential Monte Carlo: Tunneling Filtering and Planning in Continuous POMDPs
Yunbo Wang*, Bo Liu*, Jiajun Wu, Yuke Zhu, Simon S. Du, Li Fei-Fei, and Joshua B. Tenenbaum
arXiv, 2019
[project] [pdf] [code]

Publications

Probabilistic Video Prediction from Noisy Data with a Posterior Confidence
Yunbo Wang, Jiajun Wu, Mingsheng Long, and Joshua B. Tenenbaum
CVPR, 2020
[pdf]

Progressive Adversarial Networks for Fine-Grained Domain Adaptation
Sinan Wang, Xinyang Chen, Yunbo Wang, JMingsheng Long, and Jianmin Wang
CVPR, 2020
[pdf]

Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics
Yunbo Wang*, Jianjin Zhang*, Hongyu Zhu, Mingsheng Long, Jianmin Wang, and Philip S. Yu
CVPR, 2019
[pdf] [code]

Eidetic 3D LSTM: A Model for Video Prediction and Beyond
Yunbo Wang, Lu Jiang, Ming-Hsuan Yang, Li-Jia Li, Mingsheng Long, and Li Fei-Fei
ICLR, 2019
[pdf] [poster] [code]

PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning
Yunbo Wang, Zhifeng Gao, Mingsheng Long, Jianmin Wang, and Philip S. Yu
ICML, 2018
[pdf] [code]

PredCNN: Predictive Learning with Cascade Convolutions
Ziru Xu*, Yunbo Wang*, Mingsheng Long, and Jianmin Wang
IJCAI, 2018
[pdf]

PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs
Yunbo Wang, Mingsheng Long, Jianmin Wang, Zhifeng Gao, and Philip S. Yu
NIPS, 2017
[pdf] [code]

Spatiotemporal Pyramid Network for Video Action Recognition
Yunbo Wang, Mingsheng Long, Jianmin Wang, and Philip S. Yu
CVPR, 2017
[pdf]

A Feasibility Study of Ray Tracing on Mobile GPUs
Yunbo Wang, Chunfeng Liu, and Yangdong Deng
SIGGRAPH Asia, 2014, Mobile Graphics and Interactive Applications
[pdf]

Academic Service

Research Intern, Google
Hosted by Lu Jiang and Ming-Hsuan Yang
Summer 2018

Teaching Assistant
Deep Learning, Tsinghua University
Spring 2018

Paper Reviewing
NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, AAAI