b'Yuan Gao'

research

∙ 12/09/2021

Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images

The world is currently experiencing an ongoing pandemic of an infectious...

Qinghao Ye, et al. ∙

research

∙ 12/03/2021

Matlab program method of computing Carleman estimates and applications

In this paper, we introduce a Matlab program method to compute Carleman ...

Xiaoyu Fu, et al. ∙

research

∙ 11/04/2021

Towards Panoptic 3D Parsing for Single Image in the Wild

Performing single image holistic understanding and 3D reconstruction is ...

Sainan Liu, et al. ∙

research

∙ 11/02/2021

An Asymptotic Analysis of Minibatch-Based Momentum Methods for Linear Regression Models

Momentum methods have been shown to accelerate the convergence of the st...

Yuan Gao, et al. ∙

research

∙ 10/29/2021

ADDS: Adaptive Differentiable Sampling for Robust Multi-Party Learning

Distributed multi-party learning provides an effective approach for trai...

Maoguo Gong, et al. ∙

research

∙ 10/18/2021

Abnormal Occupancy Grid Map Recognition using Attention Network

The occupancy grid map is a critical component of autonomous positioning...

Fuqin Deng, et al. ∙

research

∙ 10/18/2021

FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation

The RGB-Thermal (RGB-T) information for semantic segmentation has been e...

Fuqin Deng, et al. ∙

research

∙ 10/06/2021

Relative Entropy Gradient Sampler for Unnormalized Distributions

We propose a relative entropy gradient sampler (REGS) for sampling from ...

Xingdong Feng, et al. ∙

research

∙ 10/02/2021

AB-Mapper: Attention and BicNet Based Multi-agent Path Finding for Dynamic Crowded Environment

Multi-agent path finding in dynamic crowded environments is of great aca...

Huifeng Guan, et al. ∙

research

∙ 09/28/2021

Meta Reinforcement Learning Based Sensor Scanning in 3D Uncertain Environments for Heterogeneous Multi-Robot Systems

We study a novel problem that tackles learning based sensor scanning in ...

Junfeng Chen, et al. ∙

research

∙ 09/20/2021

Tele-Operated Oropharyngeal Swab (TOOS) RobotEnabled by TSS Soft Hand for Safe and EffectiveCOVID-19 OP Sampling

The COVID-19 pandemic has imposed serious challenges in multiple perspec...

Wei Chen, et al. ∙

research

∙ 09/10/2021

Temporal Pyramid Transformer with Multimodal Interaction for Video Question Answering

Video question answering (VideoQA) is challenging given its multimodal c...

Min Peng, et al. ∙

research

∙ 09/08/2021

AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth

The annotation of domain experts is important for some medical applicati...

Chongyang Wang, et al. ∙

research

∙ 09/02/2021

Invariant Filtering for Bipedal Walking on Dynamic Rigid Surfaces with Orientation-based Measurement Model

Real-world applications of bipedal robot walking require accurate, real-...

Yuan Gao, et al. ∙

research

∙ 08/28/2021

A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry

This paper presents a novel approach to automatic fetal brain biometry m...

Yuan Gao, et al. ∙

research

∙ 08/17/2021

Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation

Unsupervised disentanglement learning is a crucial issue for understandi...

Yuxiang Wei, et al. ∙

research

∙ 08/08/2021

Global-Position Tracking Control of 3-D Bipedal Walking via Virtual Constraint Design and Multiple Lyapunov Analysis

A safety-critical measure of legged locomotion performance is a robot's ...

Yan Gu, et al. ∙

research

∙ 07/02/2021

1st Place Solutions for UG2+ Challenge 2021 – (Semi-)supervised Face detection in the low light condition

In this technical report, we briefly introduce the solution of our team ...

Pengcheng Wang, et al. ∙

research

∙ 06/02/2021

Random walk approximation for irreversible drift-diffusion process on manifold: ergodicity, unconditional stability and convergence

Irreversible drift-diffusion processes are very common in biochemical re...

Yuan Gao, et al. ∙

research

∙ 04/14/2021

Multi-Party Dual Learning

The performance of machine learning algorithms heavily relies on the ava...

Maoguo Gong, et al. ∙

research

∙ 04/14/2021

Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework

Multi-party learning provides solutions for training joint models with d...

Yuan Gao, et al. ∙

research

∙ 04/02/2021

An attention-based unsupervised adversarial model for movie review spam detection

With the prevalence of the Internet, online reviews have become a valuab...

Yuan Gao, et al. ∙

research

∙ 03/24/2021

Online Market Equilibrium with Application to Fair Division

Computing market equilibria is a problem of both theoretical and applied...

Yuan Gao, et al. ∙

research

∙ 03/14/2021

Principled Ultrasound Data Augmentation for Classification of Standard Planes

Deep learning models with large learning capacities often overfit to med...

Lok Hin Lee, et al. ∙

research

∙ 02/04/2021

Factor-augmented Smoothing Model for Functional Data

We propose modeling raw functional data as a mixture of a smooth functio...

Yuan Gao, et al. ∙

research

∙ 01/19/2021

Surfactant-dependent contact line dynamics and droplet adhesion on textured substrates: derivations and computations

We study the adhesion of a droplet with insoluble surfactant laid on its...

Yuan Gao, et al. ∙

research

∙ 12/17/2020

Exploiting Learnable Joint Groups for Hand Pose Estimation

In this paper, we propose to estimate 3D hand pose by recovering the 3D ...

Moran Li, et al. ∙

research

∙ 12/11/2020

Generative Learning With Euler Particle Transport

We propose an Euler particle transport (EPT) approach for generative lea...

Yuan Gao, et al. ∙

research

∙ 11/03/2020

Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data

Protective behavior exhibited by people with chronic pain (CP) during ph...

Chongyang Wang, et al. ∙

research

∙ 10/20/2020

Transition path theory for Langevin dynamics on manifold: optimal control and data-driven solver

We present a data-driven point of view for the rare events, which repres...

Yuan Gao, et al. ∙

research

∙ 10/11/2020

Partial FC: Training 10 Million Identities on a Single Machine

Face recognition has been an active and vital topic among computer visio...

Xiang An, et al. ∙

research

∙ 10/06/2020

Infinite-Dimensional Fisher Markets and Tractable Fair Division

Linear Fisher markets are a fundamental economic model with applications...

Yuan Gao, et al. ∙

research

∙ 10/01/2020

WeChat Neural Machine Translation Systems for WMT20

We participate in the WMT 2020 shared news translation task on Chinese t...

Fandong Meng, et al. ∙

research

∙ 09/19/2020

Recognizing Micro-expression in Video Clip with Adaptive Key-frame Mining

As a spontaneous expression of emotion on face, micro-expression is rece...

Min Peng, et al. ∙

research

∙ 09/10/2020

CAD-PU: A Curvature-Adaptive Deep Learning Solution for Point Set Upsampling

Point set is arguably the most direct approximation of an object or scen...

Jiehong Lin, et al. ∙

research

∙ 08/20/2020

A New Combinatorial Property of Geometric Unique Sink Orientations

A unique sink orientation (USO) is an orientation of the hypercube graph...

Yuan Gao, et al. ∙

research

∙ 07/23/2020

PP-YOLO: An Effective and Efficient Implementation of Object Detector

Object detection is one of the most important areas in computer vision, ...

Xiang Long, et al. ∙

research

∙ 07/21/2020

Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement

Recently, most of the state-of-the-art human pose estimation methods are...

Jian Wang, et al. ∙

research

∙ 06/11/2020

First-order methods for large-scale market equilibrium computation

Market equilibrium is a solution concept with many applications such as ...

Yuan Gao, et al. ∙

research

∙ 05/22/2020

Data-driven Efficient Solvers and Predictions of Conformational Transitions for Langevin Dynamics on Manifold in High Dimensions

We work on dynamic problems with collected data {x_i} that distributed o...

Yuan Gao, et al. ∙

research

∙ 05/18/2020

Inbetweening auto-animation via Fokker-Planck dynamics and thresholding

We propose an equilibrium-driven deformation algorithm (EDDA) to simulat...

Yuan Gao, et al. ∙

research

∙ 05/16/2020

Projection method for droplet dynamics on groove-textured surface with merging and splitting

We study the full dynamics of droplets placed on an inclined groove-text...

Yuan Gao, et al. ∙

research

∙ 04/14/2020

Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images

An outbreak of a novel coronavirus disease (i.e., COVID-19) has been rec...

Shaoping Hu, et al. ∙

research

∙ 03/31/2020

MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

We propose to incorporate neural architecture search (NAS) into general-...

Yuan Gao, et al. ∙

research

∙ 03/30/2020

Stochastic Flows and Geometric Optimization on the Orthogonal Group

We present a new class of stochastic, geometrically-driven optimization ...

Krzysztof Choromanski, et al. ∙

research

∙ 03/20/2020

Self-Supervised Light Field Reconstruction Using Shearlet Transform and Cycle Consistency

The image-based rendering approach using Shearlet Transform (ST) is one ...

Yuan Gao, et al. ∙

research

∙ 03/19/2020

DRST: Deep Residual Shearlet Transform for Densely Sampled Light Field Reconstruction

The Image-Based Rendering (IBR) approach using Shearlet Transform (ST) i...

Yuan Gao, et al. ∙

research

∙ 03/13/2020

Application of Deep Q-Network in Portfolio Management

Machine Learning algorithms and Neural Networks are widely applied to ma...

Ziming Gao, et al. ∙

research

∙ 02/07/2020

Learning Implicit Generative Models with Theoretical Guarantees

We propose a unified framework for implicit generative modeling (UnifiGe...

Yuan Gao, et al. ∙

research

∙ 01/13/2020

Gradient flow formulation and second order numerical method for motion by mean curvature and contact line dynamics on rough surface

We study the dynamics of a droplet placing on an inclined rough surface,...

Yuan Gao, et al. ∙

Yuan Gao

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