Xin Wang

Deep Learning for Learning Graph Representations

Mining graph data has become a popular research topic in computer scienc...
01/02/2020 ∙ by Wenwu Zhu, et al. ∙ 45 ∙ share

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Theme-Matters: Fashion Compatibility Learning via Theme Attention

Fashion compatibility learning is important to many fashion markets such...
12/12/2019 ∙ by Jui-Hsin Lai, et al. ∙ 28 ∙ share

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Sequential Adversarial Learning for Self-Supervised Deep Visual Odometry

We propose a self-supervised learning framework for visual odometry (VO)...
08/23/2019 ∙ by Shunkai Li, et al. ∙ 27 ∙ share

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Explanatory Graphs for CNNs

This paper introduces a graphical model, namely an explanatory graph, wh...
12/18/2018 ∙ by Quanshi Zhang, et al. ∙ 24 ∙ share

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Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting

Prior knowledge of face shape and location plays an important role in fa...
02/05/2020 ∙ by Xian Zhang, et al. ∙ 8 ∙ share

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Automated Pavement Crack Segmentation Using Fully Convolutional U-Net with a Pretrained ResNet-34 Encoder

Automated pavement crack segmentation is a challenging task because of i...
01/07/2020 ∙ by Stephen L. H. Lau, et al. ∙ 7 ∙ share

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Local Supports Global: Deep Camera Relocalization with Sequence Enhancement

We propose to leverage the local information in image sequences to suppo...
08/06/2019 ∙ by Fei Xue, et al. ∙ 6 ∙ share

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Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction

In this paper, we consider the problem of open information extraction (O...
04/29/2019 ∙ by Mingming Sun, et al. ∙ 6 ∙ share

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Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients

Common Stochastic Gradient MCMC methods approximate gradients by stochas...
02/20/2020 ∙ by Ruilin Li, et al. ∙ 3 ∙ share

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Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network

Existing works about fashion outfit compatibility focus on predicting th...
07/26/2019 ∙ by Xin Wang, et al. ∙ 1 ∙ share

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Domain-Aware Dynamic Networks

Deep neural networks with more parameters and FLOPs have higher capacity...
11/26/2019 ∙ by Tianyuan Zhang, et al. ∙ 1 ∙ share

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SkipNet: Learning Dynamic Routing in Convolutional Networks

Increasing depth and complexity in convolutional neural networks has ena...
11/26/2017 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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A region-growing approach for automatic outcrop fracture extraction from a three-dimensional point cloud

Conventional manual surveys of rock mass fractures usually require large...
06/27/2017 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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IDK Cascades: Fast Deep Learning by Learning not to Overthink

Advances in deep learning have led to substantial increases in predictio...
06/03/2017 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Robust Learning with Kernel Mean p-Power Error Loss

Correntropy is a second order statistical measure in kernel space, which...
12/21/2016 ∙ by Badong Chen, et al. ∙ 0 ∙ share

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Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation

Existing approaches to resource allocation for nowadays stochastic netwo...
10/07/2016 ∙ by Tianyi Chen, et al. ∙ 0 ∙ share

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Deep Reinforcement Learning for Visual Object Tracking in Videos

In this paper we introduce a fully end-to-end approach for visual tracki...
01/31/2017 ∙ by Da Zhang, et al. ∙ 0 ∙ share

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Classification of Neurological Gait Disorders Using Multi-task Feature Learning

As our population ages, neurological impairments and degeneration of the...
12/08/2016 ∙ by Ioannis Papavasileiou, et al. ∙ 0 ∙ share

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Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

Transferring artistic styles onto everyday photographs has become an ext...
11/17/2016 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Video Captioning via Hierarchical Reinforcement Learning

Video captioning is the task of automatically generating a textual descr...
11/29/2017 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Geometric ergodicity of Polya-Gamma Gibbs sampler for Bayesian logistic regression with a flat prior

Logistic regression model is the most popular model for analyzing binary...
02/17/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Paid Peering, Settlement-Free Peering, or Both?

With the rapid growth of congestion-sensitive and data-intensive applica...
12/30/2017 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Outcrop fracture characterization on suppositional planes cutting through digital outcrop models (DOMs)

Conventional fracture data collection methods are usually implemented on...
06/26/2017 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning

A major challenge for video captioning is to combine audio and visual cu...
04/15/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Q|SI〉: A Quantum Programming Environment

This paper describes a quantum programming environment, named Q|SI〉. It ...
10/26/2017 ∙ by Shusen Liu, et al. ∙ 0 ∙ share

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No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

Though impressive results have been achieved in visual captioning, the t...
04/24/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation

Existing research studies on vision and language grounding for robot nav...
03/21/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Linear (2,p,p)-AONTs do Exist

A (t,s,v)-all-or-nothing transform (AONT) is a bijective mapping defined...
04/26/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Deep Mixture of Experts via Shallow Embedding

Larger networks generally have greater representational power at the cos...
06/05/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining

Network Function Virtualization (NFV) can cost-efficiently provide netwo...
04/19/2018 ∙ by Xiaojing Chen, et al. ∙ 0 ∙ share

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Fast Weight Long Short-Term Memory

Associative memory using fast weights is a short-term memory mechanism t...
04/18/2018 ∙ by T. Anderson Keller, et al. ∙ 0 ∙ share

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Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data

Thanks to the growing availability of spoofing databases and rapid advan...
03/02/2018 ∙ by Jaime Lorenzo-Trueba, et al. ∙ 0 ∙ share

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Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video

In this paper, we present Accel, a novel semantic video segmentation sys...
07/17/2018 ∙ by Samvit Jain, et al. ∙ 0 ∙ share

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PRESTO: Probabilistic Cardinality Estimation for RDF Queries Based on Subgraph Overlapping

In query optimisation accurate cardinality estimation is essential for f...
01/19/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks

In this paper, we present a novel Single Shot multi-Span Detector for te...
07/21/2018 ∙ by Da Zhang, et al. ∙ 0 ∙ share

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Anonymous Identity-Based Encryption with Identity Recovery

Anonymous Identity-Based Encryption can protect privacy of the receiver....
06/15/2018 ∙ by Xuecheng Ma, et al. ∙ 0 ∙ share

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TritanDB: Time-series Rapid Internet of Things Analytics

The efficient management of data is an important prerequisite for realis...
01/24/2018 ∙ by Eugene Siow, et al. ∙ 0 ∙ share

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Speech waveform synthesis from MFCC sequences with generative adversarial networks

This paper proposes a method for generating speech from filterbank mel f...
04/03/2018 ∙ by Lauri Juvela, et al. ∙ 0 ∙ share

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Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis

Generating versatile and appropriate synthetic speech requires control o...
07/30/2018 ∙ by Gustav Eje Henter, et al. ∙ 0 ∙ share

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XL-NBT: A Cross-lingual Neural Belief Tracking Framework

Task-oriented dialog systems are becoming pervasive, and many companies ...
08/19/2018 ∙ by Wenhu Chen, et al. ∙ 0 ∙ share

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A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis

Recent advances in speech synthesis suggest that limitations such as the...
04/07/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks

Deep neural networks are commonly developed and trained in 32-bit floati...
11/06/2017 ∙ by Urs Köster, et al. ∙ 0 ∙ share

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PSDF Fusion: Probabilistic Signed Distance Function for On-the-fly 3D Data Fusion and Scene Reconstruction

We propose a novel 3D spatial representation for data fusion and scene r...
07/29/2018 ∙ by Wei Dong, et al. ∙ 0 ∙ share

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STFT spectral loss for training a neural speech waveform model

This paper proposes a new loss using short-time Fourier transform (STFT)...
10/29/2018 ∙ by Shinji Takaki, et al. ∙ 0 ∙ share

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Neural source-filter-based waveform model for statistical parametric speech synthesis

Neural waveform models such as the WaveNet are used in many recent text-...
10/29/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Exact entanglement cost of quantum states and channels under PPT-preserving operations

This paper establishes single-letter formulas for the exact entanglement...
09/25/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Investigating accuracy of pitch-accent annotations in neural network-based speech synthesis and denoising effects

We investigated the impact of noisy linguistic features on the performan...
08/02/2018 ∙ by Hieu-Thi Luong, et al. ∙ 0 ∙ share

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Quantum Information Scrambling Through a High-Complexity Operator Mapping

Recently, quantum information scrambling has attracted much attention am...
06/01/2018 ∙ by Xiaopeng Li, et al. ∙ 0 ∙ share

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Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning

Although promising results have been achieved in video captioning, exist...
11/07/2018 ∙ by Xin Wang, et al. ∙ 0 ∙ share

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Audiovisual speaker conversion: jointly and simultaneously transforming facial expression and acoustic characteristics

An audiovisual speaker conversion method is presented for simultaneously...
10/29/2018 ∙ by Fuming Fang, et al. ∙ 0 ∙ share

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Xin Wang

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