Jianyi Wang
Info
| Degree | Master Student | Date of Enrollment | 2018 |
| iceclearwjy@buaa.edu.cn | |||
| Interest Fields | Image synthesis and reinforcement learning | ||
| Address | MC2 Lab, Beihang University | ||
Jianyi Wang received his B.S. degree in the electrical enginneering from Beihang University in 2018. He is now pursuing the master's degree with Beihang University. Now his work is mainly related to low-level vision.
His Publications
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Mai Xu*, Yuhang Song*, Jianyi Wang, Minglang Qiao, Liangyu Huo and Zulin Wang, "Modeling Attention in Panoramic Video: A Deep Reinforcement Learning Approach." In IEEE Transactions on Pattern Analysis and Machine Intelligence (2018).
| Download PDF | Download Database | Download Code | -
Jianyi Wang*, Yuhang Song*, Thomas Lukasiewicz, Zhenghua Xu and Mai Xu. "Diversity-Driven Extensible Hierarchical Reinforcement Learning." In Proceedings of the 33rd National Conference on Artificial Intelligence, AAAI 2019. (Oral presentation)
| Download PDF | Download Code | Oral Presentation | -
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Shangtong Zhang, Mai Xu, "Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards" in AAAI Conference on Artificial Intelligence (AAAI 2020).
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Yuhang Song, Andrzej Wojcicki, Thomas Lukasiewicz, Jianyi Wang, Abi Aryan, Zhenghua Xu, Mai Xu, Zihan Ding, LianlongWu, "Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence" in AAAI Conference on Artificial Intelligence (AAAI 2020).
| Paper | Download Code | -
Jianyi Wang, Mai Xu, Xin Deng, Congyong Chen, Yuhang Song, Liquan Shen, "MW-GAN: Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video" in European Conference on Computer Vision (ECCV 2020).
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Jianyi Wang, Mai Xu, Lai Jiang, Yuhang Song. Attention-based Deep Reinforcement Learning for Virtual Cinematography of 360◦ Videos. IEEE Transactions on Multimedia. (TMM)
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