47 citations · 64 across the 15 of their papers we have counts for
4 papers · 1 filter
Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method
Jiaqi Zhang, Yinghao Cai, Zhaoyang Wang +1
Recently, tensor data (or multidimensional array) have been generated in many modern applications, such as functional magnetic resonance imaging (fMRI) in neuroscience and videos i…
Tutorial: Complexity analysis of Singular Value Decomposition and its variants
Xiaocan Li, Shuo Wang, Yinghao Cai
We compared the regular Singular Value Decomposition (SVD), truncated SVD, Krylov method and Randomized PCA, in terms of time and space complexity. It is well-known that Krylov met…
Localizing Discriminative Visual Landmarks for Place Recognition
Zhe Xin, Yinghao Cai, Tao Lu +5
We address the problem of visual place recognition with perceptual changes. The fundamental problem of visual place recognition is generating robust image representations which are…
Hindsight Generative Adversarial Imitation Learning
Naijun Liu, Tao Lu, Yinghao Cai +2
Compared to reinforcement learning, imitation learning (IL) is a powerful paradigm for training agents to learn control policies efficiently from expert demonstrations. However, in…