Xilin Chen

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Institute of Computing Technology, Chinese Academy of Sciences

Fellow of CCF, Fellow of IEEE, Fellow of IAPR Institute of Computing Technology, Chinese Academy of Sciences

RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation

Heart rate (HR) is an important physiological signal that reflects the p...
10/25/2019 ∙ by Xuesong Niu, et al. ∙ 38 ∙ share

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Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval

Image-text retrieval of natural scenes has been a popular research topic...
10/11/2019 ∙ by Sijin Wang, et al. ∙ 26 ∙ share

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LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling

3D models are commonly used in computer vision and graphics. With the wi...
10/30/2019 ∙ by Yi-Ling Qiao, et al. ∙ 23 ∙ share

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Deep Heterogeneous Hashing for Face Video Retrieval

Retrieving videos of a particular person with face image as a query via ...
11/04/2019 ∙ by Shishi Qiao, et al. ∙ 22 ∙ share

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UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation

We propose UniViLM: a Unified Video and Language pre-training Model for ...
02/15/2020 ∙ by Huaishao Luo, et al. ∙ 16 ∙ share

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Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation

Weakly supervised semantic segmentation has attracted much research inte...
09/09/2019 ∙ by Yude Wang, et al. ∙ 13 ∙ share

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Object-Contextual Representations for Semantic Segmentation

In this paper, we address the problem of semantic segmentation and focus...
09/24/2019 ∙ by Yuhui Yuan, et al. ∙ 13 ∙ share

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FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning

Combined variations containing low-resolution and occlusion often presen...
11/04/2019 ∙ by Jiancheng Cai, et al. ∙ 12 ∙ share

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Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning

The explosive growth of digital images in video surveillance and social ...
11/01/2018 ∙ by Hu Han, et al. ∙ 10 ∙ share

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Temporal Knowledge Propagation for Image-to-Video Person Re-identification

In many scenarios of Person Re-identification (Re-ID), the gallery set c...
08/11/2019 ∙ by Xinqian Gu, et al. ∙ 7 ∙ share

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LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild

Large-scale datasets have successively proven their fundamental importan...
10/16/2018 ∙ by Shuang Yang, et al. ∙ 6 ∙ share

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WIDER Face and Pedestrian Challenge 2018: Methods and Results

This paper presents a review of the 2018 WIDER Challenge on Face and Ped...
02/19/2019 ∙ by Chen Change Loy, et al. ∙ 6 ∙ share

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Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection

Recent researches attempt to improve the detection performance by adopti...
07/16/2019 ∙ by Hongkai Zhang, et al. ∙ 5 ∙ share

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Interaction-and-Aggregation Network for Person Re-identification

Person re-identification (reID) benefits greatly from deep convolutional...
07/19/2019 ∙ by Ruibing Hou, et al. ∙ 5 ∙ share

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From Two Graphs to N Questions: A VQA Dataset for Compositional Reasoning on Vision and Commonsense

Visual Question Answering (VQA) is a challenging task for evaluating the...
08/08/2019 ∙ by Difei Gao, et al. ∙ 4 ∙ share

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Learning-based Real-time Detection of Intrinsic Reflectional Symmetry

Reflectional symmetry is ubiquitous in nature. While extrinsic reflectio...
11/01/2019 ∙ by Yi-Ling Qiao, et al. ∙ 4 ∙ share

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VRSTC: Occlusion-Free Video Person Re-Identification

Video person re-identification (re-ID) plays an important role in survei...
07/19/2019 ∙ by Ruibing Hou, et al. ∙ 3 ∙ share

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Interlaced Sparse Self-Attention for Semantic Segmentation

In this paper, we present a so-called interlaced sparse self-attention a...
07/29/2019 ∙ by Lang Huang, et al. ∙ 2 ∙ share

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Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation

Non-Autoregressive Transformer (NAT) aims to accelerate the Transformer ...
06/22/2019 ∙ by Chenze Shao, et al. ∙ 1 ∙ share

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Arbitrary Facial Attribute Editing: Only Change What You Want

Facial attribute editing aims to modify either single or multiple attrib...
11/29/2017 ∙ by Zhenliang He, et al. ∙ 0 ∙ share

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Hyperspectral Light Field Stereo Matching

In this paper, we describe how scene depth can be extracted using a hype...
09/04/2017 ∙ by Kang Zhu, et al. ∙ 0 ∙ share

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Deep Trans-layer Unsupervised Networks for Representation Learning

Learning features from massive unlabelled data is a vast prevalent topic...
09/27/2015 ∙ by Wentao Zhu, et al. ∙ 0 ∙ share

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Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach

Face attribute estimation has many potential applications in video surve...
06/03/2017 ∙ by Hu Han, et al. ∙ 0 ∙ share

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Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness

Multi-view face detection in open environment is a challenging task due ...
09/23/2016 ∙ by Shuzhe Wu, et al. ∙ 0 ∙ share

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VIPLFaceNet: An Open Source Deep Face Recognition SDK

Robust face representation is imperative to highly accurate face recogni...
09/13/2016 ∙ by Xin Liu, et al. ∙ 0 ∙ share

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Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition

Symmetric Positive Definite (SPD) matrices have been widely used for dat...
08/17/2016 ∙ by Zhiwu Huang, et al. ∙ 0 ∙ share

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Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video

Riemannian manifolds have been widely employed for video representations...
08/15/2016 ∙ by Zhiwu Huang, et al. ∙ 0 ∙ share

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Cross-pose Face Recognition by Canonical Correlation Analysis

The pose problem is one of the bottlenecks in automatic face recognition...
07/29/2015 ∙ by Annan Li, et al. ∙ 0 ∙ share

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Deeply Coupled Auto-encoder Networks for Cross-view Classification

The comparison of heterogeneous samples extensively exists in many appli...
02/10/2014 ∙ by Wen Wang, et al. ∙ 0 ∙ share

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Texture Classification in Extreme Scale Variations using GANet

Research in texture recognition often concentrates on recognizing textur...
02/13/2018 ∙ by Li Liu, et al. ∙ 0 ∙ share

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Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks

Rotation-invariant face detection, i.e. detecting faces with arbitrary r...
04/17/2018 ∙ by Xuepeng Shi, et al. ∙ 0 ∙ share

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Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships

Context is important for accurate visual recognition. In this work we pr...
06/30/2018 ∙ by Yong Liu, et al. ∙ 0 ∙ share

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Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition

Zero-shot learning (ZSL) aims to recognize objects of novel classes with...
07/24/2018 ∙ by Huajie Jiang, et al. ∙ 0 ∙ share

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Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation

Neural machine translation (NMT) models are usually trained with the wor...
09/10/2018 ∙ by Chenze Shao, et al. ∙ 0 ∙ share

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VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video

Heart rate (HR) is an important physiological signal that reflects the p...
10/11/2018 ∙ by Xuesong Niu, et al. ∙ 0 ∙ share

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Weakly Supervised Object Detection with Segmentation Collaboration

Weakly supervised object detection aims at learning precise object detec...
04/01/2019 ∙ by Xiaoyan Li, et al. ∙ 0 ∙ share

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Fully Learnable Group Convolution for Acceleration of Deep Neural Networks

Benefitted from its great success on many tasks, deep learning is increa...
03/31/2019 ∙ by Xijun Wang, et al. ∙ 0 ∙ share

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Transferable Contrastive Network for Generalized Zero-Shot Learning

Zero-shot learning (ZSL) is a challenging problem that aims to recognize...
08/16/2019 ∙ by Huajie Jiang, et al. ∙ 0 ∙ share

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Cross Attention Network for Few-shot Classification

Few-shot classification aims to recognize unlabeled samples from unseen ...
10/17/2019 ∙ by Ruibing Hou, et al. ∙ 0 ∙ share

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Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition

Facial action units (AUs) recognition is essential for emotion analysis ...
10/24/2019 ∙ by Xuesong Niu, et al. ∙ 0 ∙ share

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Emotion Recognition for In-the-wild Videos

This paper is a brief introduction to our submission to the seven basic ...
02/13/2020 ∙ by Hanyu Liu, et al. ∙ 0 ∙ share

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Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition

Recent advances in deep learning have heightened interest among research...
03/06/2020 ∙ by Yuan-Hang Zhang, et al. ∙ 0 ∙ share

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Deformation Flow Based Two-Stream Network for Lip Reading

Lip reading is the task of recognizing the speech content by analyzing m...
03/12/2020 ∙ by Jingyun Xiao, et al. ∙ 0 ∙ share

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Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading

Lip-reading aims to infer the speech content from the lip movement seque...
03/09/2020 ∙ by Mingshuang Luo, et al. ∙ 0 ∙ share

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Mutual Information Maximization for Effective Lip Reading

Lip reading has received an increasing research interest in recent years...
03/13/2020 ∙ by Xing Zhao, et al. ∙ 0 ∙ share

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Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text

Answering questions that require reading texts in an image is challengin...
03/31/2020 ∙ by Difei Gao, et al. ∙ 0 ∙ share

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Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning

Face presentation attack detection (PAD) has been an urgent problem to b...
04/04/2020 ∙ by Guoqing Wang, et al. ∙ 0 ∙ share

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M^3T: Multi-Modal Continuous Valence-Arousal Estimation in the Wild

This report describes a multi-modal multi-task (M^3T) approach underlyin...
02/07/2020 ∙ by Yuan-Hang Zhang, et al. ∙ 0 ∙ share

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Xilin Chen

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