Xin Jin

Region Normalization for Image Inpainting

Feature Normalization (FN) is an important technique to help neural netw...
11/23/2019 ∙ by Tao Yu, et al. ∙ 17 ∙ share

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Exploring Categorical Regularization for Domain Adaptive Object Detection

In this paper, we tackle the domain adaptive object detection problem, w...
03/20/2020 ∙ by Chang-Dong Xu, et al. ∙ 14 ∙ share

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Unsupervised Single Image Deraining with Self-supervised Constraints

Most existing single image deraining methods require learning supervised...
11/21/2018 ∙ by Xin Jin, et al. ∙ 12 ∙ share

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Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification

Object re-identification (re-id) aims to identify a specific object acro...
01/15/2020 ∙ by Xin Jin, et al. ∙ 11 ∙ share

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Aesthetic Attributes Assessment of Images

Image aesthetic quality assessment has been a relatively hot topic durin...
07/11/2019 ∙ by Xin Jin, et al. ∙ 6 ∙ share

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Style Normalization and Restitution for Generalizable Person Re-identification

Existing fully-supervised person re-identification (ReID) methods usuall...
05/22/2020 ∙ by Xin Jin, et al. ∙ 4 ∙ share

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3D Textured Model Encryption via 3D Lu Chaotic Mapping

In the coming Virtual/Augmented Reality (VR/AR) era, 3D contents will be...
09/25/2017 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence

Aesthetic quality prediction is a challenging task in the computer visio...
08/23/2017 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Single Reference Image based Scene Relighting via Material Guided Filtering

Image relighting is to change the illumination of an image to a target i...
08/23/2017 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Privacy Preserving Face Retrieval in the Cloud for Mobile Users

Recently, cloud storage and processing have been widely adopted. Mobile ...
08/09/2017 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Efficient Privacy Preserving Viola-Jones Type Object Detection via Random Base Image Representation

A cloud server spent a lot of time, energy and money to train a Viola-Jo...
02/27/2017 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Efficient Deep Aesthetic Image Classification using Connected Local and Global Features

In this paper we investigate the aesthetic image classification problem,...
10/07/2016 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Face Alignment In-the-Wild: A Survey

Over the last two decades, face alignment or localizing fiducial facial ...
08/15/2016 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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NetChain: Scale-Free Sub-RTT Coordination (Extended Version)

Coordination services are a fundamental building block of modern cloud s...
02/22/2018 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Learning for Video Compression

One key challenge to learning-based video compression is that motion pre...
04/26/2018 ∙ by Zhibo Chen, et al. ∙ 0 ∙ share

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DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching

Load balancing is critical for distributed storage to meet strict servic...
01/24/2019 ∙ by Zaoxing Liu, et al. ∙ 0 ∙ share

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Relation-Aware Global Attention

Attention mechanism aims to increase the representation power by focusin...
04/05/2019 ∙ by Zhizheng Zhang, et al. ∙ 0 ∙ share

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Flash: Efficient Dynamic Routing for Offchain Networks

Offchain networks emerge as a promising solution to address the scalabil...
02/14/2019 ∙ by Peng Wang, et al. ∙ 0 ∙ share

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Neural Packet Classification

Packet classification is a fundamental problem in computer networking. T...
02/27/2019 ∙ by Eric Liang, et al. ∙ 0 ∙ share

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CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing

Objects in an image exhibit diverse scales. Adaptive receptive fields ar...
04/17/2019 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Semantics-Aligned Representation Learning for Person Re-identification

Person re-identification (reID) aims to match person images to retrieve ...
05/30/2019 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection

Distributed storage employs replication to mask failures and improve ava...
04/18/2019 ∙ by Hang Zhu, et al. ∙ 0 ∙ share

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Facial Makeup Transfer Combining Illumination Transfer

To meet the women appearance needs, we present a novel virtual experienc...
07/08/2019 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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A Survey and Experimental Analysis of Distributed Subgraph Matching

Recently there emerge many distributed algorithms that aim at solving su...
06/27/2019 ∙ by Longbin Lai, et al. ∙ 0 ∙ share

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Xin Jin

Featured Co-authors

Peng Wang

Li Zhang

Tao Wang

Zhibo Chen

Wei Zhou

Wenjun Zeng

Ying Zhang

Ion Stoica

Xiaodong Li

Feng Wu

Tao Yu

Region Normalization for Image Inpainting

Exploring Categorical Regularization for Domain Adaptive Object Detection

Unsupervised Single Image Deraining with Self-supervised Constraints

Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification

Aesthetic Attributes Assessment of Images

Style Normalization and Restitution for Generalizable Person Re-identification

3D Textured Model Encryption via 3D Lu Chaotic Mapping

Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence

Single Reference Image based Scene Relighting via Material Guided Filtering

Privacy Preserving Face Retrieval in the Cloud for Mobile Users

Efficient Privacy Preserving Viola-Jones Type Object Detection via Random Base Image Representation

Efficient Deep Aesthetic Image Classification using Connected Local and Global Features

Face Alignment In-the-Wild: A Survey

NetChain: Scale-Free Sub-RTT Coordination (Extended Version)

Learning for Video Compression

DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching

Relation-Aware Global Attention

Flash: Efficient Dynamic Routing for Offchain Networks

Neural Packet Classification

CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing

Semantics-Aligned Representation Learning for Person Re-identification

Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection

Facial Makeup Transfer Combining Illumination Transfer

A Survey and Experimental Analysis of Distributed Subgraph Matching