
Progressively Stacking 2.0: A Multistage Layerwise Training Method for BERT Training Speedup
Pretrained language models, such as BERT, have achieved significant acc...
read it

CoRe: An Efficient Coarserefined Training Framework for BERT
In recent years, BERT has made significant breakthroughs on many natural...
read it

FaultAware Robust Control via Adversarial Reinforcement Learning
Robots have limited adaptation ability compared to humans and animals in...
read it

Adversarial Skill Learning for Robust Manipulation
Deep reinforcement learning has made significant progress in robotic man...
read it

aTucker: InputAdaptive and MatricizationFree Tucker Decomposition for Dense Tensors on CPUs and GPUs
Tucker decomposition is one of the most popular models for analyzing and...
read it

Solving the ksparse Eigenvalue Problem with Reinforcement Learning
We examine the possibility of using a reinforcement learning (RL) algori...
read it

Parallel finite volume simulation of the spherical shell dynamo with pseudovacuum magnetic boundary conditions
In this paper, we study the parallel simulation of the magnetohydrodynam...
read it

Parallel multilevel restricted Schwarz preconditioners for implicit simulation of subsurface flows with PengRobinson equation of state
Parallel algorithms and simulators with good scalabilities are particula...
read it

Rethinking Image Inpainting via a Mutual EncoderDecoder with Feature Equalizations
Deep encoderdecoder based CNNs have advanced image inpainting methods f...
read it

AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation
This paper targets on learningbased novel view synthesis from a single ...
read it

Parallel energystable solver for a coupled AllenCahn and CahnHilliard system
In this paper, we study numerical methods for solving the coupled Allen...
read it

On the Efficient Evaluation of the Exchange Correlation Potential on Graphics Processing Unit Clusters
The predominance of KohnSham density functional theory (KSDFT) for the...
read it

Adaptive SpMV/SpMSpV on GPUs for Input Vectors of Varied Sparsity
Despite numerous efforts for optimizing the performance of Sparse Matrix...
read it

A Multilevel Spectral Indicator Method for Eigenvalues of Large NonHermitian Matrices
Recently a novel family of eigensolvers, called spectral indicator metho...
read it

Misregistration Measurement and Improvement for Sentinel1 SAR and Sentinel2 Optical images
Coregistering the Sentinel1 SAR and Sentinel2 optical data of Europea...
read it

Fast and Robust Registration of Aerial Images and LiDAR data Based on Structrual Features and 3D Phase Correlation
CoRegistration of aerial imagery and Light Detection and Ranging (LiDAR...
read it

PFNN: A PenaltyFree Neural Network Method for Solving a Class of SecondOrder BoundaryValue Problems on Complex Geometries
We present PFNN, a penaltyfree neural network method, to efficiently so...
read it

Efficient Alternating Least Squares Algorithms for Truncated HOSVD of HigherOrder Tensors
The truncated Tucker decomposition, also known as the truncated highero...
read it

OneShot Domain Adaptation For Face Generation
In this paper, we propose a framework capable of generating face images ...
read it

Quantum Fourier Transform Revisited
The fast Fourier transform (FFT) is one of the most successful numerical...
read it

OneStage Inpainting with Bilateral Attention and Pyramid Filling Block
Recent deep learning based image inpainting methods which utilize contex...
read it

Towards Disentangled Representations for Human Retargeting by Multiview Learning
We study the problem of learning disentangled representations for data a...
read it

Unconstrained Facial Expression Transfer using Stylebased Generator
Facial expression transfer and reenactment has been an important researc...
read it

BoundaryAware Salient Object Detection via Recurrent TwoStream Guided Refinement Network
Recent deep learning based salient object detection methods which utiliz...
read it

Constrained RCNN: A general image manipulation detection model
Recently, deep learningbased models have exhibited remarkable performan...
read it

Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
In this paper, we study Reinforcement Learning from Demonstrations (RLfD...
read it

Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement
This paper studies Learning from Observations (LfO) for imitation learni...
read it

A Shift Selection Strategy for Parallel ShiftInvert Spectrum Slicing in Symmetric SelfConsistent Eigenvalue Computation
The central importance of large scale eigenvalue problems in scientific ...
read it

ContextIntegrated and FeatureRefined Network for Lightweight Urban Scene Parsing
Semantic segmentation for lightweight urban scene parsing is a very chal...
read it

Using Chinese Characters To Generate TextBased Passwords For Information Security
Graphical passwords (GPWs) are in many areas of the current world. Topol...
read it

Dependencyaware Attention Control for Unconstrained Face Recognition with Image Sets
This paper targets the problem of image setbased face verification and ...
read it

Coherent Semantic Attention for Image Inpainting
The latest deep learningbased approaches have shown promising results f...
read it

Deep Learning: Extrapolation Tool for Ab Initio Nuclear Theory
Ab initio approaches in nuclear theory, such as the NoCore Shell Model ...
read it

Textbased Passwords Generated From Topological Graphic Passwords
Topological graphic passwords (Topsnutgpws) are one of graphtype passw...
read it

A Survey on Deep Transfer Learning
As a new classification platform, deep learning has recently received in...
read it

A user model for JNDbased video quality assessment: theory and applications
The video quality assessment (VQA) technology has attracted a lot of att...
read it

Topological Graphic Passwords And Their Matchings Towards Cryptography
Graphical passwords (GPWs) are convenient for mobile equipments with tou...
read it

PortraitGAN for Flexible Portrait Manipulation
Previous methods have dealt with discrete manipulation of facial attribu...
read it

A JNDbased Video Quality Assessment Model and Its Application
Based on the JustNoticeableDifference (JND) criterion, a subjective vi...
read it

Analysis and prediction of JNDbased video quality model
The justnoticeabledifference (JND) visual perception property has rece...
read it

Show, Attend and Translate: Unsupervised Image Translation with SelfRegularization and Attention
Image translation between two domains is a class of problems aiming to l...
read it

SPGNet: Segmentation Prediction and Guidance Network for Image Inpainting
In this paper, we focus on image inpainting task, aiming at recovering t...
read it

Efficient Sparse Code Multiple Access Decoder Based on Deterministic Message Passing Algorithm
Being an effective nonorthogonal multiple access (NOMA) technique, spar...
read it

Image Inpainting using Blockwise Procedural Training with Annealed Adversarial Counterpart
Recent advances in deep generative models have shown promising potential...
read it

Image Inpainting using Blockwise Procedural Training with Annealed Adversarial Counterpar
Recent advances in deep generative models have shown promising potential...
read it

Image Inpainting using MultiScale Feature Image Translation
We study the task of image inpainting, which is to fill in the missing r...
read it

Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks
Recent advances in convolutional neural networks have shown promising re...
read it

PSelInv  A Distributed Memory Parallel Algorithm for Selected Inversion: the nonsymmetric Case
This paper generalizes the parallel selected inversion algorithm called ...
read it

A Model Order Reduction Algorithm for Estimating the Absorption Spectrum
The ab initio description of the spectral interior of the absorption spe...
read it

Parallel energystable phase field crystal simulations based on domain decomposition methods
In this paper, we present a parallel numerical algorithm for solving the...
read it
Chao Yang
is this you? claim profile
Postdoctoral Researcher at Media Communications Lab (MCL) in University of Southern California (USC)