4.4k citations · 24.2k across the 344 of their papers we have counts for
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Local Rademacher Complexity for Multi-label Learning
Chang Xu, Tongliang Liu, Dacheng Tao +1
We analyze the local Rademacher complexity of empirical risk minimization (ERM)-based multi-label learning algorithms, and in doing so propose a new algorithm for multi-label learn…
Facial Feature Point Detection: A Comprehensive Survey
Nannan Wang, Xinbo Gao, Dacheng Tao +1
This paper presents a comprehensive survey of facial feature point detection with the assistance of abundant manually labeled images. Facial feature point detection favors many app…
Recent Progress in Image Deblurring
Ruxin Wang, Dacheng Tao
This paper comprehensively reviews the recent development of image deblurring, including non-blind/blind, spatially invariant/variant deblurring techniques. Indeed, these technique…
Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning
Chao Zhang, Dacheng Tao, Tao Hu +1
In this paper, we study the generalization performance of regularized multi-task learning (RMTL) in a vector-valued framework, where MTL is considered as a learning process for vec…
Video Face Editing Using Temporal-Spatial-Smooth Warping
Xiaoyan Li, Dacheng Tao
Editing faces in videos is a popular yet challenging aspect of computer vision and graphics, which encompasses several applications including facial attractiveness enhancement, mak…
Distortion-driven Turbulence Effect Removal using Variational Model
Yuan Xie, Wensheng Zhang, Dacheng Tao +3
It remains a challenge to simultaneously remove geometric distortion and space-time-varying blur in frames captured through a turbulent atmospheric medium. To solve, or at least re…