Fan Yang

ReMOTS: Self-Supervised Refining Multi-Object Tracking and Segmentation

We aim to improve the performance of Multiple Object Tracking and Segmen...
07/07/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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ReMOTS: Refining Multi-Object Tracking and Segmentation

We aim to improve the performance of Multiple Object Tracking and Segmen...
07/07/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Birds of a Feather Flock Together: Satirical News Detection via Language Model Differentiation

Satirical news is regularly shared in modern social media because it is ...
07/04/2020 ∙ by Yigeng Zhang, et al. ∙ 0 ∙ share

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An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks

With the widespread use of deep neural networks (DNNs) in high-stake app...
06/15/2020 ∙ by Ruixiang Tang, et al. ∙ 0 ∙ share

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Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm

Adversarial machine learning has attracted a great amount of attention i...
06/14/2020 ∙ by Hu Ding, et al. ∙ 60 ∙ share

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MSDU-net: A Multi-Scale Dilated U-net for Blur Detection

Blur detection is the separation of blurred and clear regions of an imag...
06/05/2020 ∙ by Fan Yang, et al. ∙ 15 ∙ share

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Acme: A Research Framework for Distributed Reinforcement Learning

Deep reinforcement learning has led to many recent-and groundbreaking-ad...
06/01/2020 ∙ by Matt Hoffman, et al. ∙ 22 ∙ share

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Linear spectral statistics of eigenvectors of anisotropic sample covariance matrices

Consider sample covariance matrices of the form Q:=Σ^1/2 X X^* Σ^1/2, wh...
05/03/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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How to reduce dimension with PCA and random projections?

In our "big data" age, the size and complexity of data is steadily incre...
05/01/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild

Unconstrained remote gaze estimation remains challenging mostly due to i...
04/07/2020 ∙ by Zhecan Wang, et al. ∙ 4 ∙ share

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XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation

In this paper, we introduce XGLUE, a new benchmark dataset to train larg...
04/03/2020 ∙ by Yaobo Liang, et al. ∙ 0 ∙ share

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Discrete-time Simulation of Stochastic Volterra Equations

We study discrete-time simulation schemes for stochastic Volterra equati...
04/01/2020 ∙ by Alexandre Richard, et al. ∙ 0 ∙ share

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EvolveGraph: Heterogeneous Multi-Agent Multi-Modal Trajectory Prediction with Evolving Interaction Graphs

Multi-agent interacting systems are prevalent in the world, from pure ph...
03/31/2020 ∙ by Jiachen Li, et al. ∙ 10 ∙ share

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On Metric DBSCAN with Low Doubling Dimension

The density based clustering method Density-Based Spatial Clustering of...
02/27/2020 ∙ by Hu Ding, et al. ∙ 0 ∙ share

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A Data-Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimensions

In this paper, we consider the following query problem: given two weight...
02/27/2020 ∙ by Hu Ding, et al. ∙ 0 ∙ share

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A Data Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimension

In this paper, we consider the following query problem: given two weight...
02/27/2020 ∙ by Hu Ding, et al. ∙ 0 ∙ share

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Sample canonical correlation coefficients of high-dimensional random vectors: local law and Tracy-Widom limit

Consider two random vectors C_1^1/2x∈R^p and C_2^1/2y∈R^q, where the ent...
02/22/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Hybrid Graph Neural Networks for Crowd Counting

Crowd counting is an important yet challenging task due to the large sca...
01/31/2020 ∙ by Ao Luo, et al. ∙ 16 ∙ share

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Relational State-Space Model for Stochastic Multi-Object Systems

Real-world dynamical systems often consist of multiple stochastic subsys...
01/13/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Game Design for Eliciting Distinguishable Behavior

The ability to inferring latent psychological traits from human behavior...
12/12/2019 ∙ by Fan Yang, et al. ∙ 6 ∙ share

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Dually Supervised Feature Pyramid for Object Detection and Segmentation

Feature pyramid architecture has been broadly adopted in object detectio...
12/08/2019 ∙ by Fan Yang, et al. ∙ 15 ∙ share

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Reconfigurable Intelligent Surface-Based Wireless Communication: Antenna Design, Prototyping and Experimental Results

One of the key enablers of future wireless communications is constituted...
12/08/2019 ∙ by Linglong Dai, et al. ∙ 0 ∙ share

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Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network

Bayesian optimization with Gaussian process as surrogate model has been ...
12/01/2019 ∙ by Shuhan Zhang, et al. ∙ 0 ∙ share

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Detecting Unknown Behaviors by Pre-defined Behaviours: An Bayesian Non-parametric Approach

An automatic mouse behavior recognition system can considerably reduce t...
11/25/2019 ∙ by Jin Watanabe, et al. ∙ 0 ∙ share

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Analyzing Insect-Plant Predation Data By Bayesian Nonparametrics

In the prospect of ecology and biology, studying insect-plant predation ...
11/25/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Using panoramic videos for multi-person localization and tracking in a 3D panoramic coordinate

This work proposes a new human-related video processing task named 3D pa...
11/24/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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TracKlinic: Diagnosis of Challenge Factors in Visual Tracking

Generic visual tracking is difficult due to many challenge factors (e.g....
11/18/2019 ∙ by Heng Fan, et al. ∙ 6 ∙ share

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XDeep: An Interpretation Tool for Deep Neural Networks

XDeep is an open-source Python package developed to interpret deep model...
11/04/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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A Hierarchical Mixture Density Network

The relationship among three correlated variables could be very sophisti...
10/23/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation

In this work, we introduce a new problem, named as story-preserving lon...
10/14/2019 ∙ by Fan Yang, et al. ∙ 34 ∙ share

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Score-CAM:Improved Visual Explanations Via Score-Weighted Class Activation Mapping

Recently, more and more attention has been drawn into the internal mecha...
10/03/2019 ∙ by Haofan Wang, et al. ∙ 25 ∙ share

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Contextual Local Explanation for Black Box Classifiers

We introduce a new model-agnostic explanation technique which explains t...
10/02/2019 ∙ by Zijian Zhang, et al. ∙ 0 ∙ share

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GLA-Net: An Attention Network with Guided Loss for Mismatch Removal

Mismatch removal is a critical prerequisite in many feature-based tasks....
09/28/2019 ∙ by Zhi Chen, et al. ∙ 0 ∙ share

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Fairness in Deep Learning: A Computational Perspective

Deep learning is increasingly being used in high-stake decision making a...
08/23/2019 ∙ by Mengnan Du, et al. ∙ 0 ∙ share

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Learning Credible Deep Neural Networks with Rationale Regularization

Recent explainability related studies have shown that state-of-the-art D...
08/13/2019 ∙ by Mengnan Du, et al. ∙ 0 ∙ share

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Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images

Segmenting coronary arteries is challenging, as classic unsupervised met...
07/26/2019 ∙ by Fei Yu, et al. ∙ 2 ∙ share

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Make Skeleton-based Action Recognition Model Smaller, Faster and Better

Although skeleton-based action recognition has achieved great success in...
07/23/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Evaluating Explanation Without Ground Truth in Interpretable Machine Learning

Interpretable Machine Learning (IML) has become increasingly important i...
07/16/2019 ∙ by Fan Yang, et al. ∙ 7 ∙ share

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XFake: Explainable Fake News Detector with Visualizations

In this demo paper, we present the XFake system, an explainable fake new...
07/08/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning

Reconstructing perceived images based on brain signals measured with fun...
06/27/2019 ∙ by Ziqi Ren, et al. ∙ 8 ∙ share

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Data Augmentation for Object Detection via Progressive and Selective Instance-Switching

Collection of massive well-annotated samples is effective in improving o...
06/02/2019 ∙ by Hao Wang, et al. ∙ 0 ∙ share

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Diagonally-Dominant Principal Component Analysis

We consider the problem of decomposing a large covariance matrix into th...
05/31/2019 ∙ by Zheng Tracy Ke, et al. ∙ 0 ∙ share

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Spiked separable covariance matrices and principal components

We introduce a class of separable sample covariance matrices of the form...
05/29/2019 ∙ by Xiucai Ding, et al. ∙ 0 ∙ share

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Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation

Semantic segmentation is essentially important to biomedical image analy...
05/21/2019 ∙ by Xuhua Ren, et al. ∙ 0 ∙ share

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Optimal Control of Complex Systems through Variational Inference with a Discrete Event Decision Process

Complex social systems are composed of interconnected individuals whose ...
05/07/2019 ∙ by Wen Dong, et al. ∙ 0 ∙ share

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Strand Spaces with Choice via a Process Algebra Semantics

Roles in cryptographic protocols do not always have a linear execution, ...
04/22/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Clustered Object Detection in Aerial Images

Detecting objects in aerial images is challenging for at least two reaso...
04/16/2019 ∙ by Fan Yang, et al. ∙ 20 ∙ share

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Axiomatizing first-order consequences in inclusion logic

Inclusion logic is a variant of dependence logic that was shown to have ...
04/12/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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SwitchAgg:A Further Step Towards In-Network Computation

Many distributed applications adopt a partition/aggregation pattern to a...
03/28/2019 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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On Attribution of Recurrent Neural Network Predictions via Additive Decomposition

RNN models have achieved the state-of-the-art performance in a wide rang...
03/27/2019 ∙ by Mengnan Du, et al. ∙ 0 ∙ share

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Fan Yang

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