Yang Yang

ReshapeGAN: Object Reshaping by Providing A Single Reference Image

The aim of this work is learning to reshape the object in an input image...
05/16/2019 ∙ by Ziqiang Zheng, et al. ∙ 17 ∙ share

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A Deep Learning Approach to Grasping the Invisible

We introduce a new problem named "grasping the invisible", where a robot...
09/11/2019 ∙ by Yang Yang, et al. ∙ 17 ∙ share

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LaFIn: Generative Landmark Guided Face Inpainting

It is challenging to inpaint face images in the wild, due to the large v...
11/26/2019 ∙ by Yang Yang, et al. ∙ 12 ∙ share

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From Zero-Shot Learning to Cold-Start Recommendation

Zero-shot learning (ZSL) and cold-start recommendation (CSR) are two cha...
06/20/2019 ∙ by Mengmeng Jing, et al. ∙ 10 ∙ share

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Guided Variational Autoencoder for Disentanglement Learning

We propose an algorithm, guided variational autoencoder (Guided-VAE), th...
04/02/2020 ∙ by Zheng Ding, et al. ∙ 9 ∙ share

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Modeling Combinatorial Evolution in Time Series Prediction

Time series modeling aims to capture the intrinsic factors underpinning ...
05/10/2019 ∙ by Wenjie Hu, et al. ∙ 8 ∙ share

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Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking

A major challenge in matching images and text is that they have intrinsi...
08/12/2019 ∙ by Tan Wang, et al. ∙ 8 ∙ share

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Learning to Generate 6-DoF Grasp Poses with Reachability Awareness

Motivated by the stringent requirements of unstructured real-world where...
10/14/2019 ∙ by Xibai Lou, et al. ∙ 8 ∙ share

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Reinforcement Learning for Relation Classification from Noisy Data

Existing relation classification methods that rely on distant supervisio...
08/24/2018 ∙ by Jun Feng, et al. ∙ 6 ∙ share

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Feedback Recurrent Autoencoder for Video Compression

Recent advances in deep generative modeling have enabled efficient model...
04/09/2020 ∙ by Adam Golinski, et al. ∙ 5 ∙ share

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Fast Single Image Reflection Suppression via Convex Optimization

Removing undesired reflections from images taken through the glass is of...
03/10/2019 ∙ by Yang Yang, et al. ∙ 4 ∙ share

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ABD-Net: Attentive but Diverse Person Re-Identification

Attention mechanism has been shown to be effective for person re-identif...
08/03/2019 ∙ by Tianlong Chen, et al. ∙ 4 ∙ share

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BASN – Learning Steganography with Binary Attention Mechanism

Secret information sharing through image carrier has aroused much resear...
07/09/2019 ∙ by Yang Yang, et al. ∙ 4 ∙ share

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An Eigenspace Divide-and-Conquer Approach for Large-Scale Optimization

Divide-and-conquer-based (DC-based) evolutionary algorithms (EAs) have a...
04/05/2020 ∙ by Zhigang Ren, et al. ∙ 4 ∙ share

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High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification

Occluded person re-identification (ReID) aims to match occluded person i...
03/18/2020 ∙ by Guan'an Wang, et al. ∙ 3 ∙ share

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Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering

Matrix decomposition is one of the fundamental tools to discover knowled...
02/10/2020 ∙ by Chihao Zhang, et al. ∙ 3 ∙ share

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Deep Eyes: Binocular Depth-from-Focus on Focal Stack Pairs

Human visual system relies on both binocular stereo cues and monocular f...
11/29/2017 ∙ by Xinqing Guo, et al. ∙ 0 ∙ share

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In search of inliers: 3d correspondence by local and global voting

We present a method for finding correspondence between 3D models. From a...
08/23/2017 ∙ by Anders Glent Buch, et al. ∙ 0 ∙ share

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Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification

Person Re-Identification (person re-id) is a crucial task as its applica...
08/03/2017 ∙ by Shuangjie Xu, et al. ∙ 0 ∙ share

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Learning Efficient Image Representation for Person Re-Identification

Color names based image representation is successfully used in person re...
07/07/2017 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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Deep Learning Scaling is Predictable, Empirically

Deep learning (DL) creates impactful advances following a virtuous recip...
12/01/2017 ∙ by Joel Hestness, et al. ∙ 0 ∙ share

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Binary Subspace Coding for Query-by-Image Video Retrieval

The query-by-image video retrieval (QBIVR) task has been attracting cons...
12/06/2016 ∙ by Ruicong Xu, et al. ∙ 0 ∙ share

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Chinese/English mixed Character Segmentation as Semantic Segmentation

OCR character segmentation for multilingual printed documents is difficu...
11/07/2016 ∙ by Huabin Zheng, et al. ∙ 0 ∙ share

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Inferring Social Status and Rich Club Effects in Enterprise Communication Networks

Social status, defined as the relative rank or position that an individu...
04/14/2014 ∙ by Yuxiao Dong, et al. ∙ 0 ∙ share

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Embedding Deep Metric for Person Re-identication A Study Against Large Variations

Person re-identification is challenging due to the large variations of p...
11/01/2016 ∙ by Hailin Shi, et al. ∙ 0 ∙ share

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Zero-Shot Hashing via Transferring Supervised Knowledge

Hashing has shown its efficiency and effectiveness in facilitating large...
06/16/2016 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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Learning Binary Codes and Binary Weights for Efficient Classification

This paper proposes a generic formulation that significantly expedites t...
03/14/2016 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

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Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering

Along with the prosperity of recurrent neural network in modelling seque...
12/15/2016 ∙ by Hao Liu, et al. ∙ 0 ∙ share

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Bidirectional Long-Short Term Memory for Video Description

Video captioning has been attracting broad research attention in multime...
06/15/2016 ∙ by Yi Bin, et al. ∙ 0 ∙ share

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Towards Empathetic Human-Robot Interactions

Since the late 1990s when speech companies began providing their custome...
05/13/2016 ∙ by Pascale Fung, et al. ∙ 0 ∙ share

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Does Higher Order LSTM Have Better Accuracy in Chunking and Named Entity Recognition?

Current researches usually employ single order setting by default when d...
11/22/2017 ∙ by Yi Zhang, et al. ∙ 0 ∙ share

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A Parallel Best-Response Algorithm with Exact Line Search for Nonconvex Sparsity-Regularized Rank Minimization

In this paper, we propose a convergent parallel best-response algorithm ...
11/13/2017 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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Representation Learning for Scale-free Networks

Network embedding aims to learn the low-dimensional representations of v...
11/29/2017 ∙ by Rui Feng, et al. ∙ 0 ∙ share

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Collaborative Filtering with Social Exposure: A Modular Approach to Social Recommendation

This paper is concerned with how to make efficient use of social informa...
11/30/2017 ∙ by Menghan Wang, et al. ∙ 0 ∙ share

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Boosting Cooperative Coevolution for Large Scale Optimization with a Fine-Grained Computation Resource Allocation Strategy

Cooperative coevolution (CC) has shown great potential in solving large ...
02/27/2018 ∙ by Zhigang Ren, et al. ∙ 0 ∙ share

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Optimization of Weighted Individual Energy Efficiencies in Interference Network

This paper studies the maximization of the weighted sum energy efficienc...
04/24/2018 ∙ by Bho Matthiesen, et al. ∙ 0 ∙ share

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r-instance Learning for Missing People Tweets Identification

The number of missing people (i.e., people who get lost) greatly increas...
05/28/2018 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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TI-CNN: Convolutional Neural Networks for Fake News Detection

With the development of social networks, fake news for various commercia...
06/03/2018 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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Cross-Domain Image Retrieval with Attention Modeling

With the proliferation of e-commerce websites and the ubiquitousness of ...
09/06/2017 ∙ by Xin Ji, et al. ∙ 0 ∙ share

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Understanding and Monitoring Human Trafficking via Social Sensors: A Sociological Approach

Human trafficking is a serious social problem, and it is challenging mai...
05/27/2018 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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Accurate Energy-Efficient Power Control for Uplink NOMA Systems under Delay Constraint

Machine-type communications (MTC) devices in 5G will use the Non-orthogo...
07/21/2018 ∙ by Bowen Cai, et al. ∙ 0 ∙ share

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Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning

Rich high-quality annotated data is critical for semantic segmentation l...
08/22/2018 ∙ by Yadan Luo, et al. ∙ 0 ∙ share

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Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition

Despite the remarkable progress in face recognition related technologies...
09/02/2018 ∙ by Jian Zhao, et al. ∙ 0 ∙ share

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Successive Convex Approximation Algorithms for Sparse Signal Estimation with Nonconvex Regularizations

In this paper, we propose a successive convex approximation framework fo...
06/28/2018 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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XJTLUIndoorLoc: A New Fingerprinting Database for Indoor Localization and Trajectory Estimation Based on Wi-Fi RSS and Geomagnetic Field

In this paper, we present a new location fingerprinting database compris...
10/17/2018 ∙ by Zhenghang Zhong, et al. ∙ 0 ∙ share

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Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning

In this paper we address a task of relation mention extraction from nois...
11/03/2018 ∙ by Jun Feng, et al. ∙ 0 ∙ share

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FingerVision Tactile Sensor Design and Slip Detection Using Convolutional LSTM Network

Tactile sensing is essential to the human perception system, so as to ro...
10/05/2018 ∙ by Yazhan Zhang, et al. ∙ 0 ∙ share

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Collaborative Learning for Extremely Low Bit Asymmetric Hashing

Extremely low bit (e.g., 4-bit) hashing is in high demand for retrieval ...
09/25/2018 ∙ by Yadan Luo, et al. ∙ 0 ∙ share

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Intraday forecasts of a volatility index: Functional time series methods with dynamic updating

As a forward-looking measure of future equity market volatility, the VIX...
11/30/2018 ∙ by Han Lin Shang, et al. ∙ 0 ∙ share

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GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search

In this paper, we study the problem of approximate containment similarit...
09/03/2018 ∙ by Yang Yang, et al. ∙ 0 ∙ share

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Yang Yang

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