b'Yang Chen'

Cellular Automata Simulation of Grain Growth of Powder Metallurgy Nickel-Based Superalloy

Primary γ' phase instead of carbides and borides plays an important role...
06/09/2021 ∙ by Shasha Liua, et al. ∙ 0 ∙ share

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EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation

3D complete renal structures(CRS) segmentation targets on segmenting the...
06/08/2021 ∙ by Yuting He, et al. ∙ 0 ∙ share

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TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication

Multiple instance learning (MIL) is a powerful tool to solve the weakly ...
06/02/2021 ∙ by Zhuchen Shao, et al. ∙ 0 ∙ share

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Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures

General-purpose object-detection algorithms often dismiss the fine struc...
05/30/2021 ∙ by Azim Ahmadzadeh, et al. ∙ 0 ∙ share

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Towards Synthetic Multivariate Time Series Generation for Flare Forecasting

One of the limiting factors in training data-driven, rare-event predicti...
05/16/2021 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Distribution of the Scaled Condition Number of Single-spiked Complex Wishart Matrices

Let 𝐗∈ℂ^m× n (m≥ n) be a random matrix with independent rows each distri...
05/11/2021 ∙ by Pasan Dissanayake, et al. ∙ 0 ∙ share

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Agatha: Smart Contract for DNN Computation

Smart contract is one of the core features of Ethereum and has inspired ...
05/11/2021 ∙ by Zihan Zheng, et al. ∙ 0 ∙ share

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Local Relation Learning for Face Forgery Detection

With the rapid development of facial manipulation techniques, face forge...
05/06/2021 ∙ by Shen Chen, et al. ∙ 0 ∙ share

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Maximum Entropy Inverse Reinforcement Learning for Mean Field Games

Mean field games (MFG) facilitate the otherwise intractable reinforcemen...
04/29/2021 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval

Video-text retrieval plays an essential role in multi-modal research and...
04/18/2021 ∙ by Huaishao Luo, et al. ∙ 0 ∙ share

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LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Compressed sensing (CS) computed tomography has been proven to be import...
12/13/2020 ∙ by Yi Zhang, et al. ∙ 0 ∙ share

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Matrix Completion Methods for the Total Electron Content Video Reconstruction

The total electron content (TEC) maps can be used to estimate the signal...
12/03/2020 ∙ by Hu Sun, et al. ∙ 0 ∙ share

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Model Selection for Cross-Lingual Transfer using a Learned Scoring Function

Transformers that are pre-trained on multilingual text corpora, such as,...
10/13/2020 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model

Dose reduction in computed tomography (CT) is essential for decreasing r...
09/27/2020 ∙ by Zhuonan He, et al. ∙ 21 ∙ share

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FTN: Foreground-Guided Texture-Focused Person Re-Identification

Person re-identification (Re-ID) is a challenging task as persons are of...
09/24/2020 ∙ by Donghaisheng Liu, et al. ∙ 5 ∙ share

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Remote sensing image fusion based on Bayesian GAN

Remote sensing image fusion technology (pan-sharpening) is an important ...
09/20/2020 ∙ by Junfu Chen, et al. ∙ 0 ∙ share

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Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection

In the information age, a secure and stable network environment is essen...
08/28/2020 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Homotopic Gradients of Generative Density Priors for MR Image Reconstruction

Deep learning, particularly the generative model, has demonstrated treme...
08/14/2020 ∙ by Cong Quan, et al. ∙ 23 ∙ share

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Self-supervised Light Field View Synthesis Using Cycle Consistency

High angular resolution is advantageous for practical applications of li...
08/12/2020 ∙ by Yang Chen, et al. ∙ 10 ∙ share

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A Study of Efficient Light Field Subsampling and Reconstruction Strategies

Limited angular resolution is one of the main obstacles for practical ap...
08/11/2020 ∙ by Yang Chen, et al. ∙ 15 ∙ share

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Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields

Depth map estimation is a crucial task in computer vision, and new appro...
08/11/2020 ∙ by Yang Chen, et al. ∙ 1 ∙ share

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Control Interface for Hands-free Navigation of Standing Mobility Vehicles based on Upper-Body Natural Movements

In this paper, we propose and evaluate a novel human-machine interface (...
08/03/2020 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Deep learning-based medical image registration and segmentation joint mo...
08/03/2020 ∙ by Yuting He, et al. ∙ 12 ∙ share

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SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization

Nowadays, as data becomes increasingly complex and distributed, data ana...
07/30/2020 ∙ by Jiazhi Xia, et al. ∙ 0 ∙ share

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A Latent Mixture Model for Heterogeneous Causal Mechanisms in Mendelian Randomization

Mendelian Randomization (MR) is a popular method in epidemiology and gen...
07/13/2020 ∙ by Daniel Iong, et al. ∙ 0 ∙ share

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Marginal loss and exclusion loss for partially supervised multi-organ segmentation

Annotating multiple organs in medical images is both costly and time-con...
07/08/2020 ∙ by Gonglei Shi, et al. ∙ 16 ∙ share

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Progressively Unfreezing Perceptual GAN

Generative adversarial networks (GANs) are widely used in image generati...
06/18/2020 ∙ by Jinxuan Sun, et al. ∙ 0 ∙ share

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Niose-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

Recent end-to-end deep neural networks for disparity regression have ach...
05/18/2020 ∙ by Yang Chen, et al. ∙ 7 ∙ share

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Learning Generalized Spoof Cues for Face Anti-spoofing

Many existing face anti-spoofing (FAS) methods focus on modeling the dec...
05/08/2020 ∙ by Haocheng Feng, et al. ∙ 0 ∙ share

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A Focused Study to Compare Arabic Pre-training Models on Newswire IE Tasks

The Arabic language is a morphological rich language, posing many challe...
04/30/2020 ∙ by Wuwei Lan, et al. ∙ 0 ∙ share

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TPPO: A Novel Trajectory Predictor with Pseudo Oracle

Forecasting pedestrian trajectories in dynamic scenes remains a critical...
02/04/2020 ∙ by Biao Yang, et al. ∙ 4 ∙ share

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A Novel Graph based Trajectory Predictor with Pseudo Oracle

Pedestrian trajectory prediction in dynamic scenes remains a challenging...
02/02/2020 ∙ by Biao Yang, et al. ∙ 7 ∙ share

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Quantifying Observed Prior Impact

We distinguish two questions (i) how much information does the prior con...
01/29/2020 ∙ by David E. Jones, et al. ∙ 0 ∙ share

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Data Techniques For Online End-to-end Speech Recognition

Practitioners often need to build ASR systems for new use cases in a sho...
01/24/2020 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Semi-supervised ASR by End-to-end Self-training

While deep learning based end-to-end automatic speech recognition (ASR) ...
01/24/2020 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Geometric Conditions for the Discrepant Posterior Phenomenon and Connections to Simpson's Paradox

The discrepant posterior phenomenon (DPP) is a counterintuitive phenomen...
01/23/2020 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Active Learning over DNN: Automated Engineering Design Optimization for Fluid Dynamics Based on Self-Simulated Dataset

Optimizing fluid-dynamic performance is an important engineering task. T...
01/18/2020 ∙ by Yang Chen, et al. ∙ 19 ∙ share

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Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering

We conduct a post hoc analysis of solar flare predictions made by a Long...
12/27/2019 ∙ by Hu Sun, et al. ∙ 12 ∙ share

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Trimming Mobile Applications for Bandwidth-Challenged Networks in Developing Regions

Despite continuous efforts to build and update network infrastructure, m...
12/03/2019 ∙ by Qinge Xie, et al. ∙ 0 ∙ share

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"How do urban incidents affect traffic speed?" A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction

Accurate traffic speed prediction is an important and challenging topic ...
12/03/2019 ∙ by Qinge Xie, et al. ∙ 0 ∙ share

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Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019

This notebook paper presents an overview and comparative analysis of our...
10/08/2019 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques

Quantization has emerged to be an effective way to significantly boost t...
10/01/2019 ∙ by Wenlei Bao, et al. ∙ 0 ∙ share

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Dirichlet Depths for Point Process

Statistical depths have been well studied for multivariate and functiona...
09/16/2019 ∙ by Kai Qi, et al. ∙ 0 ∙ share

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Phase retrieval of complex and vector-valued functions

The phase retrieval problem in the classical setting is to reconstruct r...
09/04/2019 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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EntEval: A Holistic Evaluation Benchmark for Entity Representations

Rich entity representations are useful for a wide class of problems invo...
08/31/2019 ∙ by Mingda Chen, et al. ∙ 0 ∙ share

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Mocycle-GAN: Unpaired Video-to-Video Translation

Unsupervised image-to-image translation is the task of translating an im...
08/26/2019 ∙ by Yang Chen, et al. ∙ 19 ∙ share

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An overlapping-free leaf segmentation method for plant point clouds

Automatic leaf segmentation, as well as identification and classificatio...
08/12/2019 ∙ by Dawei Li, et al. ∙ 6 ∙ share

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PoMo: Generating Entity-Specific Post-Modifiers in Context

We introduce entity post-modifier generation as an instance of a collabo...
04/05/2019 ∙ by Jun Seok Kang, et al. ∙ 0 ∙ share

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Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation

Federated learning obtains a central model on the server by aggregating ...
03/18/2019 ∙ by Yang Chen, et al. ∙ 0 ∙ share

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Student's t-Generative Adversarial Networks

Generative Adversarial Networks (GANs) have a great performance in image...
11/06/2018 ∙ by Jinxuan Sun, et al. ∙ 0 ∙ share

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Yang Chen

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