Bing Yu | DeepAI

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Featured Co-authors

Lei Zhang
366 publications
Chen Zhang
118 publications
Zhouchen Lin
110 publications
Ran He
100 publications
Ke Sun
83 publications
Xu Zhang
76 publications
Zhenan Sun
65 publications
Lei Wu
64 publications
Weinan E
62 publications
Fei Sun
51 publications
Vijay Janapa Reddi
50 publications

∙ 01/26/2022

A two-step backward compatible fullband speech enhancement system

Speech enhancement methods based on deep learning have surpassed traditi...

0 Xu Zhang, et al. ∙

∙ 08/06/2021

Computing solution landscape of nonlinear space-fractional problems via fast approximation algorithm

The nonlinear space-fractional problems often allow multiple stationary ...

0 Bing Yu, et al. ∙

∙ 06/14/2020

Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data

The scarcity of class-labeled data is a ubiquitous bottleneck in a wide ...

11 Bing Yu, et al. ∙

∙ 11/21/2019

Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy

Regularization plays a crucial role in machine learning models, especial...

0 Ke Sun, et al. ∙

∙ 11/06/2019

MLPerf Inference Benchmark

Machine-learning (ML) hardware and software system demand is burgeoning....

27 Vijay Janapa Reddi, et al. ∙

∙ 05/24/2019

On the Learning Dynamics of Two-layer Nonlinear Convolutional Neural Networks

Convolutional neural networks (CNNs) have achieved remarkable performanc...

0 Bing Yu, et al. ∙

∙ 03/13/2019

ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling

The spatio-temporal graph learning is becoming an increasingly important...

0 Bing Yu, et al. ∙

∙ 03/03/2019

3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting

Spatio-temporal prediction plays an important role in many application a...

0 Bing Yu, et al. ∙

∙ 08/18/2018

Tangent-Normal Adversarial Regularization for Semi-supervised Learning

The ever-increasing size of modern datasets combined with the difficulty...

0 Bing Yu, et al. ∙

∙ 03/01/2018

The Regularization Effects of Anisotropic Noise in Stochastic Gradient Descent

Understanding the generalization of deep learning has raised lots of con...

0 Zhanxing Zhu, et al. ∙

∙ 02/21/2018

Load Balanced GANs for Multi-view Face Image Synthesis

Multi-view face synthesis from a single image is an ill-posed problem an...

0 Jie Cao, et al. ∙

∙ 09/30/2017

The Deep Ritz method: A deep learning-based numerical algorithm for solving variational problems

We propose a deep learning based method, the Deep Ritz Method, for numer...

1 Weinan E, et al. ∙

∙ 09/14/2017

Spatio-temporal Graph Convolutional Neural Network: A Deep Learning Framework for Traffic Forecasting

The goal of traffic forecasting is to predict the future vital indicator...

0 Bing Yu, et al. ∙

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