12 citations · 38 across the 8 of their papers we have counts for
8 papers
Optimal Hölder regularity for the problem on product domains in
Yuan Zhang
The note concerns the problem on product domains in . We show that there exists a bounded solution operator from into itself, $k\in \mathbb Z…
Interactive Speech and Noise Modeling for Speech Enhancement
Chengyu Zheng, Xiulian Peng, Yuan Zhang +2
Speech enhancement is challenging because of the diversity of background noise types. Most of the existing methods are focused on modelling the speech rather than the noise. In thi…
Cross-Layer Distillation with Semantic Calibration
Defang Chen, Jian-Ping Mei, Yuan Zhang +3
Knowledge distillation is a technique to enhance the generalization ability of a student model by exploiting outputs from a teacher model. Recently, feature-map based variants expl…
Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective
Hongwei Zhang, Tijin Yan, Zenjun Xie +2
Graph convolutional networks (GCNs) have achieved promising performance on various graph-based tasks. However they suffer from over-smoothing when stacking more layers. In this pap…
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets
Tian Chen, Shijie An, Yuan Zhang +4
Monocular depth estimation plays a crucial role in 3D recognition and understanding. One key limitation of existing approaches lies in their lack of structural information exploita…
Mapping Natural Language Instructions to Mobile UI Action Sequences
Yang Li, Jiacong He, Xin Zhou +2
We present a new problem: grounding natural language instructions to mobile user interface actions, and create three new datasets for it. For full task evaluation, we create PIXELH…
Rigorous justification of the Fokker-Planck equations of neural networks based on an iteration perspective
Jian-guo Liu, Ziheng Wang, Yuan Zhang +1
In this work, the primary goal is to establish rigorous connection between the Fokker-Planck equation of neural networks with its microscopic model: the diffusion-jump stochastic p…
Generic Detectability and Isolability of Topology Failures in Networked Linear Systems
Yuan Zhang, Yuanqing Xia, Jinhui Zhang +1
This paper studies the possibility of detecting and isolating topology failures (including link failures and node failures) of a networked system from subsystem measurements, in wh…