Jiaying Liu

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Stony Brook University ∙ Peking University

Associate Professor at Peking University since 2012, Assistant Professor at Peking University from 2010-2012, Visiting Student at University of Southern California 2007-2008

MS^2L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition

In this paper, we address self-supervised representation learning from h...
10/12/2020 ∙ by Lilang Lin, et al. ∙ 0 ∙ share

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Understanding the Advisor-advisee Relationship via Scholarly Data Analysis

Advisor-advisee relationship is important in academic networks due to it...
08/20/2020 ∙ by Jiaying Liu, et al. ∙ 0 ∙ share

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Random Walks: A Review of Algorithms and Applications

A random walk is known as a random process which describes a path includ...
08/09/2020 ∙ by Feng Xia, et al. ∙ 0 ∙ share

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From Design Draft to Real Attire: Unaligned Fashion Image Translation

Fashion manipulation has attracted growing interest due to its great app...
08/03/2020 ∙ by Yu Han, et al. ∙ 0 ∙ share

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Recurrent Exposure Generation for Low-Light Face Detection

Face detection from low-light images is challenging due to limited photo...
07/21/2020 ∙ by Jinxiu Liang, et al. ∙ 15 ∙ share

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Fashion Meets Computer Vision: A Survey

Fashion is the way we present ourselves to the world and has become one ...
03/31/2020 ∙ by Wen-Huang Cheng, et al. ∙ 0 ∙ share

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Learning End-to-End Lossy Image Compression: A Benchmark

Image compression is one of the most fundamental techniques and commonly...
02/10/2020 ∙ by Yueyu Hu, et al. ∙ 0 ∙ share

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Modality Compensation Network: Cross-Modal Adaptation for Action Recognition

With the prevalence of RGB-D cameras, multi-modal video data have become...
01/31/2020 ∙ by Sijie Song, et al. ∙ 8 ∙ share

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Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering

In this paper, we aim to address two critical issues in deep-learning ba...
01/16/2020 ∙ by Dezhao Wang, et al. ∙ 15 ∙ share

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Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

Video coding, which targets to compress and reconstruct the whole frame,...
01/10/2020 ∙ by Ling-Yu Duan, et al. ∙ 6 ∙ share

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An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal

In this paper, we study a new problem arising from the emerging MPEG sta...
01/09/2020 ∙ by Sifeng Xia, et al. ∙ 14 ∙ share

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Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach

The past decades have witnessed the rapid development of image and video...
01/09/2020 ∙ by Yueyu Hu, et al. ∙ 98 ∙ share

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Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches

Sketch-based image editing aims to synthesize and modify photos based on...
01/09/2020 ∙ by Shuai Yang, et al. ∙ 10 ∙ share

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Single Image Deraining: From Model-Based to Data-Driven and Beyond

Rain removal or deraining methods attempt to restore the clean backgroun...
12/16/2019 ∙ by Wenhan Yang, et al. ∙ 19 ∙ share

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Disentangled Image Matting

Most previous image matting methods require a roughly-specificed trimap ...
09/10/2019 ∙ by Shaofan Cai, et al. ∙ 10 ∙ share

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A Comprehensive Benchmark for Single Image Compression Artifacts Reduction

We present a comprehensive study and evaluation of existing single image...
09/09/2019 ∙ by Jiaying Liu, et al. ∙ 16 ∙ share

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Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images

360 images are usually represented in either equirectangular projection ...
07/27/2019 ∙ by Pengyu Zhao, et al. ∙ 8 ∙ share

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Deep Reference Generation with Multi-Domain Hierarchical Constraints for Inter Prediction

Inter prediction is an important module in video coding for temporal red...
05/16/2019 ∙ by Jiaying Liu, et al. ∙ 0 ∙ share

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TE141K: Artistic Text Benchmark for Text Effects Transfer

Text effects are combinations of visual elements such as outlines, color...
05/08/2019 ∙ by Shuai Yang, et al. ∙ 0 ∙ share

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Controllable Artistic Text Style Transfer via Shape-Matching GAN

Artistic text style transfer is the task of migrating the style from a s...
05/03/2019 ∙ by Shuai Yang, et al. ∙ 19 ∙ share

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UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

The UG^2+ challenge in IEEE CVPR 2019 aims to evoke a comprehensive disc...
04/09/2019 ∙ by Wenhan Yang, et al. ∙ 0 ∙ share

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Unsupervised Person Image Generation with Semantic Parsing Transformation

In this paper, we address unsupervised pose-guided person image generati...
04/06/2019 ∙ by Sijie Song, et al. ∙ 16 ∙ share

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Bridging the Gap Between Computational Photography and Visual Recognition

What is the current state-of-the-art for image restoration and enhanceme...
01/28/2019 ∙ by Rosaura G. VidalMata, et al. ∙ 0 ∙ share

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TET-GAN: Text Effects Transfer via Stylization and Destylization

Text effects transfer technology automatically makes the text dramatical...
12/16/2018 ∙ by Shuai Yang, et al. ∙ 4 ∙ share

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Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning

Learning visual features from unlabeled image data is an important yet c...
12/02/2018 ∙ by Chen Wei, et al. ∙ 0 ∙ share

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Progressive Recurrent Learning for Visual Recognition

Computer vision is difficult, partly because the mathematical function c...
11/29/2018 ∙ by Xutong Ren, et al. ∙ 0 ∙ share

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Generalized Graph Convolutional Networks for Skeleton-based Action Recognition

With the prevalence of accessible depth sensors, dynamic human body skel...
11/29/2018 ∙ by Xiang Gao, et al. ∙ 10 ∙ share

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Temporal Bilinear Networks for Video Action Recognition

Temporal modeling in videos is a fundamental yet challenging problem in ...
11/25/2018 ∙ by Yanghao Li, et al. ∙ 0 ∙ share

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Weakly Supervised Scene Parsing with Point-based Distance Metric Learning

Semantic scene parsing is suffering from the fact that pixel-level annot...
11/06/2018 ∙ by Rui Qian, et al. ∙ 4 ∙ share

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Context-Aware Text-Based Binary Image Stylization and Synthesis

In this work, we present a new framework for the stylization of text-bas...
10/09/2018 ∙ by Shuai Yang, et al. ∙ 2 ∙ share

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Deep Retinex Decomposition for Low-Light Enhancement

Retinex model is an effective tool for low-light image enhancement. It a...
08/14/2018 ∙ by Chen Wei, et al. ∙ 2 ∙ share

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Progressive Spatial Recurrent Neural Network for Intra Prediction

Intra prediction is an important component of modern video codecs, which...
07/06/2018 ∙ by Yueyu Hu, et al. ∙ 4 ∙ share

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A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding

Motion compensation is an important technology in video coding to remove...
06/19/2018 ∙ by Sifeng Xia, et al. ∙ 0 ∙ share

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DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal

JPEG is one of the most commonly used standards among lossy image compre...
06/08/2018 ∙ by Xiaoshuai Zhang, et al. ∙ 0 ∙ share

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Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration

In this paper, we propose a new control framework called the moving endp...
05/20/2018 ∙ by Xiaoshuai Zhang, et al. ∙ 0 ∙ share

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Joint Enhancement and Denoising Method via Sequential Decomposition

Many low-light enhancement methods ignore intensive noise in original im...
04/23/2018 ∙ by Xutong Ren, et al. ∙ 0 ∙ share

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Attentive Generative Adversarial Network for Raindrop Removal from a Single Image

Raindrops adhered to a glass window or camera lens can severely hamper t...
11/28/2017 ∙ by Rui Qian, et al. ∙ 0 ∙ share

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PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

Despite the fact that many 3D human activity benchmarks being proposed, ...
03/22/2017 ∙ by Chunhui Liu, et al. ∙ 0 ∙ share

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Dual Recovery Network with Online Compensation for Image Super-Resolution

The image super-resolution (SR) methods will essentially lead to a loss ...
01/20/2017 ∙ by Sifeng Xia, et al. ∙ 0 ∙ share

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Demystifying Neural Style Transfer

Neural Style Transfer has recently demonstrated very exciting results wh...
01/04/2017 ∙ by Yanghao Li, et al. ∙ 0 ∙ share

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Awesome Typography: Statistics-Based Text Effects Transfer

In this work, we explore the problem of generating fantastic special-eff...
11/28/2016 ∙ by Shuai Yang, et al. ∙ 0 ∙ share

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An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data

Human action recognition is an important task in computer vision. Extrac...
11/18/2016 ∙ by Sijie Song, et al. ∙ 0 ∙ share

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Factorized Bilinear Models for Image Recognition

Although Deep Convolutional Neural Networks (CNNs) have liberated their ...
11/17/2016 ∙ by Yanghao Li, et al. ∙ 0 ∙ share

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Deep Joint Rain Detection and Removal from a Single Image

In this paper, we address a rain removal problem from a single image, ev...
09/25/2016 ∙ by Wenhan Yang, et al. ∙ 0 ∙ share

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Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph

With the rapid development of social network and multimedia technology, ...
06/13/2016 ∙ by Jiaying Liu, et al. ∙ 0 ∙ share

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Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks

Human action recognition from well-segmented 3D skeleton data has been i...
04/19/2016 ∙ by Yanghao Li, et al. ∙ 0 ∙ share

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Revisiting Batch Normalization For Practical Domain Adaptation

Deep neural networks (DNN) have shown unprecedented success in various c...
03/15/2016 ∙ by Yanghao Li, et al. ∙ 0 ∙ share

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Jiaying Liu

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