1 code implementation • CVPR 2020 • Beibei Jin, Yu Hu, Qiankun Tang, Jingyu Niu, Zhiping Shi, Yinhe Han, Xiaowei Li
Inspired by the frequency band decomposition characteristic of Human Vision System (HVS), we propose a video prediction network based on multi-level wavelet analysis to deal with spatial and temporal information in a unified manner.
Ranked #1 on Video Prediction on KTH (PSNR metric)
1 code implementation • NeurIPS 2018 • Shice Liu, Yu Hu, Yiming Zeng, Qiankun Tang, Beibei Jin, Yinhe Han, Xiaowei Li
Semantic scene completion predicts volumetric occupancy and object category of a 3D scene, which helps intelligent agents to understand and interact with the surroundings.
1 code implementation • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2018 • Beibei Jin, Yu Hu, Yiming Zeng, Qiankun Tang, Shice Liu, Jing Ye
For the KTH dataset, the VarNet outperforms the state-of-the-art works up to 11. 9% on PSNR and 9. 5% on SSIM.
Ranked #1 on Video Prediction on KTH (Cond metric)