Xin Jin

Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment

Despite the growing number of unmanned aerial vehicles (UAVs) and aerial...
11/04/2020 ∙ by Qi Kuang, et al. ∙ 0 ∙ share

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A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction

The task of aesthetic quality assessment is complicated due to its subje...
10/15/2020 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report)

Low-latency online services have strict Service Level Objectives (SLOs) ...
10/12/2020 ∙ by Hang Zhu, et al. ∙ 0 ∙ share

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FAN: Frequency Aggregation Network for Real Image Super-resolution

Single image super-resolution (SISR) aims to recover the high-resolution...
09/30/2020 ∙ by Yingxue Pang, et al. ∙ 5 ∙ share

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On Efficient Constructions of Checkpoints

Efficient construction of checkpoints/snapshots is a critical tool for t...
09/28/2020 ∙ by Yu Chen, et al. ∙ 5 ∙ share

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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

This paper introduces the real image Super-Resolution (SR) challenge tha...
09/25/2020 ∙ by Pengxu Wei, et al. ∙ 7 ∙ share

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Hierarchical Context Embedding for Region-based Object Detection

State-of-the-art two-stage object detectors apply a classifier to a spar...
08/04/2020 ∙ by Zhao-Min Chen, et al. ∙ 6 ∙ share

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Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration

Hybrid-distorted image restoration (HD-IR) is dedicated to restore real ...
07/22/2020 ∙ by Xin Li, et al. ∙ 5 ∙ share

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Feature Alignment and Restoration for Domain Generalization and Adaptation

For domain generalization (DG) and unsupervised domain adaptation (UDA),...
06/22/2020 ∙ by Xin Jin, et al. ∙ 0 ∙ share

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Is Network the Bottleneck of Distributed Training?

Recently there has been a surge of research on improving the communicati...
06/17/2020 ∙ by Zhen Zhang, et al. ∙ 0 ∙ share

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Global Distance-distributions Separation for Unsupervised Person Re-identification

Supervised person re-identification (ReID) often has poor scalability an...
06/01/2020 ∙ by Xin Jin, et al. ∙ 0 ∙ 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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Xin Jin

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