Yuan Gao

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

As a spontaneous expression of emotion on face, micro-expression is rece...
09/19/2020 ∙ by Min Peng, et al. ∙ 13 ∙ share

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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...
09/10/2020 ∙ by Jiehong Lin, et al. ∙ 5 ∙ share

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A New Combinatorial Property of Geometric Unique Sink Orientations

A unique sink orientation (USO) is an orientation of the hypercube graph...
08/20/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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

Object detection is one of the most important areas in computer vision, ...
07/23/2020 ∙ by Xiang Long, et al. ∙ 31 ∙ share

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

Recently, most of the state-of-the-art human pose estimation methods are...
07/21/2020 ∙ by Jian Wang, et al. ∙ 0 ∙ share

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First-order methods for large-scale market equilibrium computation

Market equilibrium is a solution concept with many applications such as ...
06/11/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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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...
05/22/2020 ∙ by Yuan Gao, et al. ∙ 6 ∙ share

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Inbetweening auto-animation via Fokker-Planck dynamics and thresholding

We propose an equilibrium-driven deformation algorithm (EDDA) to simulat...
05/18/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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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...
05/16/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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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...
04/14/2020 ∙ by Shaoping Hu, et al. ∙ 55 ∙ share

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

We propose to incorporate neural architecture search (NAS) into general-...
03/31/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Stochastic Flows and Geometric Optimization on the Orthogonal Group

We present a new class of stochastic, geometrically-driven optimization ...
03/30/2020 ∙ by Krzysztof Choromanski, et al. ∙ 2 ∙ share

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

The image-based rendering approach using Shearlet Transform (ST) is one ...
03/20/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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

The Image-Based Rendering (IBR) approach using Shearlet Transform (ST) i...
03/19/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Application of Deep Q-Network in Portfolio Management

Machine Learning algorithms and Neural Networks are widely applied to ma...
03/13/2020 ∙ by Ziming Gao, et al. ∙ 0 ∙ share

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Learning Implicit Generative Models with Theoretical Guarantees

We propose a unified framework for implicit generative modeling (UnifiGe...
02/07/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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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,...
01/13/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Automated Testing for Deep Learning Systems with Differential Behavior Criteria

In this work, we conducted a study on building an automated testing syst...
12/31/2019 ∙ by Yuan Gao, et al. ∙ 28 ∙ share

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Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

Proteins are the major building blocks of life, and actuators of almost ...
11/09/2019 ∙ by Iddo Drori, et al. ∙ 0 ∙ share

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Impact-Aware Online Motion Planning for Fully-Actuated Bipedal Robot Walking

Planning and control of legged robots is a difficult problem due to hybr...
10/23/2019 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction

In socially assistive robotics, an important research area is the develo...
08/12/2019 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Intra-Ensemble in Neural Networks

Improving model performance is always the key problem in machine learnin...
04/09/2019 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Wasserstein-Wasserstein Auto-Encoders

To address the challenges in learning deep generative models (e.g.,the b...
02/25/2019 ∙ by Shunkang Zhang, et al. ∙ 0 ∙ share

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Social Behavior Learning with Realistic Reward Shaping

Deep reinforcement learning has been widely applied in the field of robo...
10/16/2018 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance

This report demonstrates our solution for the Open Images 2018 Challenge...
10/15/2018 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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High-dimensional functional time series forecasting: An application to age-specific mortality rates

We address the problem of forecasting high-dimensional functional time s...
10/02/2018 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Unity: A General Platform for Intelligent Agents

Recent advances in Deep Reinforcement Learning and Robotics have been dr...
09/07/2018 ∙ by Arthur Juliani, et al. ∙ 0 ∙ share

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Energy Efficient and Fair Resource Allocation for LTE-Unlicensed Uplink Networks: A Two-sided Matching Approach with Partial Information

LTE-Unlicensed (LTE-U) has recently attracted worldwide interest to meet...
08/26/2018 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction

State-of-the-art Convolutional Neural Network (CNN) benefits a lot from ...
01/25/2018 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Multi-Glimpse LSTM with Color-Depth Feature Fusion for Human Detection

With the development of depth cameras such as Kinect and Intel Realsense...
11/03/2017 ∙ by Hengduo Li, et al. ∙ 0 ∙ share

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Spoken English Intelligibility Remediation with PocketSphinx Alignment and Feature Extraction Improves Substantially over the State of the Art

Automatic speech recognition is used to assess spoken English learner pr...
09/06/2017 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Convex Geometry of the Generalized Matrix-Fractional Function

Generalized matrix-fractional (GMF) functions are a class of matrix supp...
03/04/2017 ∙ by James V. Burke, et al. ∙ 0 ∙ share

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Symmetric Non-Rigid Structure from Motion for Category-Specific Object Structure Estimation

Many objects, especially these made by humans, are symmetric, e.g. cars ...
09/22/2016 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples

This paper addresses the problem of face recognition when there is only ...
09/12/2016 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Deep Gate Recurrent Neural Network

This paper introduces two recurrent neural network structures called Sim...
04/11/2016 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Yuan Gao

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