Shuicheng Yan

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National University of Singapore ∙ University of Technology Sydney ∙ Qihoo 360 Technology Co. Ltd.

Associate Professor Department of Electrical and Computer Engineering at National University of Singapore and Chief Scientist, Head of Artificial Intelligence Institute, Qihoo/360

Single-Stage Multi-Person Pose Machines

Multi-person pose estimation is a challenging problem. Existing methods ...
08/24/2019 ∙ by Xuecheng Nie, et al. ∙ 23 ∙ share

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PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer

We propose a novel Pose-robust Spatial-aware GAN (PSGAN) for transferrin...
09/16/2019 ∙ by Wentao Jiang, et al. ∙ 23 ∙ share

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Style Separation and Synthesis via Generative Adversarial Networks

Style synthesis attracts great interests recently, while few works focus...
11/07/2018 ∙ by Rui Zhang, et al. ∙ 18 ∙ share

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Asymmetric GAN for Unpaired Image-to-image Translation

Unpaired image-to-image translation problem aims to model the mapping fr...
12/25/2019 ∙ by Yu Li, et al. ∙ 17 ∙ share

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DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking

Single image deraining (SID) is an important and challenging topic in em...
12/15/2019 ∙ by Yanyan Wei, et al. ∙ 16 ∙ share

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Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering

Concept Factorization (CF) and its variants may produce inaccurate repre...
09/02/2019 ∙ by Zhao Zhang, et al. ∙ 11 ∙ share

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Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning

In this paper, we propose a structured Robust Adaptive Dic-tionary Pair ...
11/20/2019 ∙ by Yulin Sun, et al. ∙ 10 ∙ share

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Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space

In this paper, we investigate the robust dictionary learning (DL) to dis...
12/26/2019 ∙ by Jiahuan Ren, et al. ∙ 9 ∙ share

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Very Long Natural Scenery Image Prediction by Outpainting

Comparing to image inpainting, image outpainting receives less attention...
12/29/2019 ∙ by Zongxin Yang, et al. ∙ 6 ∙ share

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Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning

We propose a joint subspace recovery and enhanced locality based robust ...
06/11/2019 ∙ by Zhao Zhang, et al. ∙ 5 ∙ share

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Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements

The recent proposed Tensor Nuclear Norm (TNN) [Lu et al., 2016; 2018a] i...
06/07/2018 ∙ by Canyi Lu, et al. ∙ 2 ∙ share

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Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier

In this paper, we propose an analysis mechanism based structured Analysi...
05/27/2019 ∙ by Zhao Zhang, et al. ∙ 2 ∙ share

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Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids

In this paper, we propose gated recurrent feature pyramid for the proble...
12/04/2017 ∙ by Zhiqiang Shen, et al. ∙ 0 ∙ share

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Personalized and Occupational-aware Age Progression by Generative Adversarial Networks

Face age progression, which aims to predict the future looks, is importa...
11/26/2017 ∙ by Siyu Zhou, et al. ∙ 0 ∙ share

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HashGAN:Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval

As the rapid growth of multi-modal data, hashing methods for cross-modal...
11/26/2017 ∙ by Xi Zhang, et al. ∙ 0 ∙ share

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Integrated Face Analytics Networks through Cross-Dataset Hybrid Training

Face analytics benefits many multimedia applications. It consists of a n...
11/16/2017 ∙ by Jianshu Li, et al. ∙ 0 ∙ share

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Predicting Scene Parsing and Motion Dynamics in the Future

The ability of predicting the future is important for intelligent system...
11/09/2017 ∙ by Xiaojie Jin, et al. ∙ 0 ∙ share

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Learning to Segment Human by Watching YouTube

An intuition on human segmentation is that when a human is moving in a v...
10/04/2017 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

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Deep Sparse Subspace Clustering

In this paper, we present a deep extension of Sparse Subspace Clustering...
09/25/2017 ∙ by Xi Peng, et al. ∙ 0 ∙ share

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Discriminative Similarity for Clustering and Semi-Supervised Learning

Similarity-based clustering and semi-supervised learning methods separat...
09/05/2017 ∙ by Yingzhen Yang, et al. ∙ 0 ∙ share

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Meta Networks for Neural Style Transfer

In this paper we propose a new method to get the specified network param...
09/13/2017 ∙ by Falong Shen, et al. ∙ 0 ∙ share

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Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback

Recent years have witnessed the great success of convolutional neural ne...
08/15/2017 ∙ by Xin Li, et al. ∙ 0 ∙ share

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Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization

This paper studies the Tensor Robust Principal Component (TRPCA) problem...
08/14/2017 ∙ by Canyi Lu, et al. ∙ 0 ∙ share

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FoveaNet: Perspective-aware Urban Scene Parsing

Parsing urban scene images benefits many applications, especially self-d...
08/08/2017 ∙ by Xin Li, et al. ∙ 0 ∙ share

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Purine: A bi-graph based deep learning framework

In this paper, we introduce a novel deep learning framework, termed Puri...
12/19/2014 ∙ by Min Lin, et al. ∙ 0 ∙ share

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Neural Person Search Machines

We investigate the problem of person search in the wild in this work. In...
07/21/2017 ∙ by Hao Liu, et al. ∙ 0 ∙ share

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Dual Path Networks

In this work, we present a simple, highly efficient and modularized Dual...
07/06/2017 ∙ by Yunpeng Chen, et al. ∙ 0 ∙ share

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Perceptual Generative Adversarial Networks for Small Object Detection

Detecting small objects is notoriously challenging due to their low reso...
06/16/2017 ∙ by Jianan Li, et al. ∙ 0 ∙ share

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Personalized Age Progression with Bi-level Aging Dictionary Learning

Age progression is defined as aesthetically re-rendering the aging face ...
06/04/2017 ∙ by Xiangbo Shu, et al. ∙ 0 ∙ share

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Generative Partition Networks for Multi-Person Pose Estimation

This paper proposes a new Generative Partition Network (GPN) to address ...
05/21/2017 ∙ by Xuecheng Nie, et al. ∙ 0 ∙ share

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More is Less: A More Complicated Network with Less Inference Complexity

In this paper, we present a novel and general network structure towards ...
03/25/2017 ∙ by Xuanyi Dong, et al. ∙ 0 ∙ share

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Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach

We investigate a principle way to progressively mine discriminative obje...
03/24/2017 ∙ by Yunchao Wei, et al. ∙ 0 ∙ share

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Interpretable Structure-Evolving LSTM

This paper develops a general framework for learning interpretable data ...
03/08/2017 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

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Tree-Structured Reinforcement Learning for Sequential Object Localization

Existing object proposal algorithms usually search for possible object r...
03/08/2017 ∙ by Zequn Jie, et al. ∙ 0 ∙ share

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Training Group Orthogonal Neural Networks with Privileged Information

Learning rich and diverse representations is critical for the performanc...
01/24/2017 ∙ by Yunpeng Chen, et al. ∙ 0 ∙ share

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Video-based Person Re-identification with Accumulative Motion Context

Video based person re-identification plays a central role in realistic s...
01/01/2017 ∙ by Hao Liu, et al. ∙ 0 ∙ share

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Robust LSTM-Autoencoders for Face De-Occlusion in the Wild

Face recognition techniques have been developed significantly in recent ...
12/27/2016 ∙ by Fang Zhao, et al. ∙ 0 ∙ share

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Video Scene Parsing with Predictive Feature Learning

In this work, we address the challenging video scene parsing problem by ...
12/01/2016 ∙ by Xiaojie Jin, 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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Multi-Path Feedback Recurrent Neural Network for Scene Parsing

In this paper, we consider the scene parsing problem and propose a novel...
08/27/2016 ∙ by Xiaojie Jin, et al. ∙ 0 ∙ share

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Visual Processing by a Unified Schatten-p Norm and ℓ_q Norm Regularized Principal Component Pursuit

In this paper, we propose a non-convex formulation to recover the authen...
08/20/2016 ∙ by Jing Wang, et al. ∙ 0 ∙ share

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Multi-stage Object Detection with Group Recursive Learning

Most of existing detection pipelines treat object proposals independentl...
08/18/2016 ∙ by Jianan Li, et al. ∙ 0 ∙ share

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Diversified Visual Attention Networks for Fine-Grained Object Classification

Fine-grained object classification is a challenging task due to the subt...
06/28/2016 ∙ by Bo Zhao, et al. ∙ 0 ∙ share

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End-to-End Comparative Attention Networks for Person Re-identification

Person re-identification across disjoint camera views has been widely ap...
06/14/2016 ∙ by Hao Liu, et al. ∙ 0 ∙ share

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Attentive Contexts for Object Detection

Modern deep neural network based object detection methods typically clas...
03/24/2016 ∙ by Jianan Li, et al. ∙ 0 ∙ share

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Semantic Object Parsing with Graph LSTM

By taking the semantic object parsing task as an exemplar application sc...
03/23/2016 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

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Instance-Aware Hashing for Multi-Label Image Retrieval

Similarity-preserving hashing is a commonly used method for nearest neig...
03/10/2016 ∙ by Hanjiang Lai, et al. ∙ 0 ∙ share

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Seq-NMS for Video Object Detection

Video object detection is challenging because objects that are easily de...
02/26/2016 ∙ by Wei Han, et al. ∙ 0 ∙ share

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Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation

Convolutional neural network (CNN) has achieved state-of-the-art perform...
01/29/2016 ∙ by Guo-Sen Xie, et al. ∙ 0 ∙ share

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Scale-aware Pixel-wise Object Proposal Networks

Object proposal is essential for current state-of-the-art object detecti...
01/19/2016 ∙ by Zequn Jie, et al. ∙ 0 ∙ share

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Shuicheng Yan

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