Publications (29)
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text
Alexander Mathews, Lexing Xie, Xuming He
Semantic-Aware Depth Super-Resolution in Outdoor Scenes
Miaomiao Liu, Mathieu Salzmann, Xuming He
Bayesian empirical likelihood for quantile regression
Yunwen Yang, Xuming He
Inference on low-rank data matrices with applications to microarray data
Xingdong Feng, Xuming He
Globally adaptive quantile regression with ultra-high dimensional data
Qi Zheng, Limin Peng, Xuming He
Tracking Large-Scale Video Remix in Real-World Events
Lexing Xie, Apostol Natsev, Xuming He +3
Discussion of "Breakdown and groups" by P. L. Davies and U. Gather
Xuming He
Learning Dynamic Hierarchical Models for Anytime Scene Labeling
Buyu Liu, Xuming He
On the limiting distributions of multivariate depth-based rank sum statistics and related tests
Yijun Zuo, Xuming He
SentiCap: Generating Image Descriptions with Sentiments
Alexander Mathews, Lexing Xie, Xuming He
Robust estimates in generalized partially linear models
Graciela Boente, Xuming He, Jianhui Zhou
Detection of treatment effects by covariate-adjusted expected shortfall
Xuming He, Ya-Hui Hsu, Mingxiu Hu
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition
Songyang Zhang, Shipeng Yan, Xuming He
Fixed-price Diffusion Mechanism Design
Tianyi Zhang, Dengji Zhao, Wen Zhang +1
Learning deep structured network for weakly supervised change detection
Salman H Khan, Xuming He, Fatih Porikli +3
Simplifying Sentences with Sequence to Sequence Models
Alexander Mathews, Lexing Xie, Xuming He
Efficient randomized-adaptive designs
Feifang Hu, Li-Xin Zhang, Xuming He
Rejoinder: Conditional Growth Charts
Ying Wei, Xuming He
Discussion paper. Conditional growth charts
Ying Wei, Xuming He
Bayesian quantile regression with approximate likelihood
Yang Feng, Yuguo Chen, Xuming He
Learning Autonomous Exploration and Mapping with Semantic Vision
Xiangyang Zhi, Xuming He, Sören Schwertfeger
Boundary-aware Instance Segmentation
Zeeshan Hayder, Xuming He, Mathieu Salzmann
Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data
Xuming He, Lan Wang, Hyokyoung Grace Hong
On the Predictive Risk in Misspecified Quantile Regression
Alexander Giessing, Xuming He
Dimension reduction based on constrained canonical correlation and variable filtering
Jianhui Zhou, Xuming He
Geometry-aware Deep Network for Single-Image Novel View Synthesis
Miaomiao Liu, Xuming He, Mathieu Salzmann
Statistical inference based on robust low-rank data matrix approximation
Xingdong Feng, Xuming He
Bayesian variable selection with shrinking and diffusing priors
Naveen Naidu Narisetty, Xuming He
Structured Depth Prediction in Challenging Monocular Video Sequences
Miaomiao Liu, Mathieu Salzmann, Xuming He