4 papers
Representation Learning on Heterostructures via Heterogeneous Anonymous Walks
Xuan Guo, Pengfei Jiao, Ting Pan +4
Capturing structural similarity has been a hot topic in the field of network embedding recently due to its great help in understanding the node functions and behaviors. However, ex…
Iterative Self-consistent Parallel Magnetic Resonance Imaging Reconstruction based on Nonlocal Low-Rank Regularization
Ting Pan, Jizhong Duan, Junfeng Wang +1
Iterative self-consistent parallel imaging reconstruction (SPIRiT) is an effective self-calibrated reconstruction model for parallel magnetic resonance imaging (PMRI). The joint L1…
Taylor saves for later: disentanglement for video prediction using Taylor representation
Ting Pan, Zhuqing Jiang, Jianan Han +3
Video prediction is a challenging task with wide application prospects in meteorology and robot systems. Existing works fail to trade off short-term and long-term prediction perfor…
Dragon: A Computation Graph Virtual Machine Based Deep Learning Framework
Ting Pan
Deep Learning has made a great progress for these years. However, it is still difficult to master the implement of various models because different researchers may release their co…