Jinhui Tang

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Nanjing University ∙ Association for Computing Machinery

Professor at Nanjing University of Science and Technology

Adaptive Context Network for Scene Parsing

Recent works attempt to improve scene parsing performance by exploring d...

11/05/2019 ∙ by Jun Fu, et al. ∙ 20 ∙ share

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Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval

Hashing has been widely applied to multimodal retrieval on large-scale m...

01/09/2019 ∙ by Lu Jin, et al. ∙ 14 ∙ share

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Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition

In this paper, we aim to address the problem of human interaction recogn...

11/01/2018 ∙ by Xiangbo Shu, et al. ∙ 10 ∙ share

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Learning Dual Convolutional Neural Networks for Low-Level Vision

In this paper, we propose a general dual convolutional neural network (D...

05/14/2018 ∙ by Jinshan Pan, et al. ∙ 6 ∙ share

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Physics-Based Generative Adversarial Models for Image Restoration and Beyond

We present an algorithm to directly solve numerous image restoration pro...

08/02/2018 ∙ by Jinshan Pan, et al. ∙ 6 ∙ share

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Aligning Linguistic Words and Visual Semantic Units for Image Captioning

Image captioning attempts to generate a sentence composed of several lin...

08/06/2019 ∙ by Longteng Guo, et al. ∙ 6 ∙ share

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Image Formation Model Guided Deep Image Super-Resolution

We present a simple and effective image super-resolution algorithm that ...

08/18/2019 ∙ by Jinshan Pan, et al. ∙ 3 ∙ share

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Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation

Image paragraph generation is the task of producing a coherent story (us...

08/01/2019 ∙ by Jing Wang, et al. ∙ 1 ∙ 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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Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition

Recently, Long Short-Term Memory (LSTM) has become a popular choice to m...

06/03/2017 ∙ by Xiangbo Shu, et al. ∙ 0 ∙ share

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Deep Learning Driven Visual Path Prediction from a Single Image

Capabilities of inference and prediction are significant components of v...

01/27/2016 ∙ by Siyu Huang, et al. ∙ 0 ∙ share

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Correntropy Induced L2 Graph for Robust Subspace Clustering

In this paper, we study the robust subspace clustering problem, which ai...

01/18/2015 ∙ by Canyi Lu, et al. ∙ 0 ∙ share

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Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features

This paper aims at constructing a good graph for discovering intrinsic d...

09/03/2014 ∙ by Liansheng Zhuang, et al. ∙ 0 ∙ share

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Generalized Nonconvex Nonsmooth Low-Rank Minimization

As surrogate functions of L_0-norm, many nonconvex penalty functions hav...

04/29/2014 ∙ by Canyi Lu, et al. ∙ 0 ∙ share

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Label-Specific Training Set Construction from Web Resource for Image Annotation

Recently many research efforts have been devoted to image annotation by ...

07/14/2011 ∙ by Jinhui Tang, et al. ∙ 0 ∙ share

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On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization

The use of multichannel data in estimating a set of frequencies is commo...

12/15/2017 ∙ by Zai Yang, et al. ∙ 0 ∙ share

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Hardware-Efficient Guided Image Filtering For Multi-Label Problem

The Guided Filter (GF) is well-known for its linear complexity. However,...

02/28/2018 ∙ by Longquan Dai, et al. ∙ 0 ∙ share

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Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging

Image retagging aims to improve tag quality of social images by refining...

04/12/2018 ∙ by Jinhui Tang, et al. ∙ 0 ∙ share

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Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification

Videos are inherently multimodal. This paper studies the problem of how ...

06/14/2017 ∙ by Yu-Gang Jiang, et al. ∙ 0 ∙ share

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Deep Ordinal Hashing with Spatial Attention

Hashing has attracted increasing research attentions in recent years due...

05/07/2018 ∙ by Lu Jin, et al. ∙ 0 ∙ share

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Outer Product-based Neural Collaborative Filtering

In this work, we contribute a new multi-layer neural network architectur...

08/12/2018 ∙ by Xiangnan He, et al. ∙ 0 ∙ share

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Adversarial Training Towards Robust Multimedia Recommender System

With the prevalence of multimedia content on the Web, developing recomme...

09/19/2018 ∙ by Jinhui Tang, et al. ∙ 0 ∙ share

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Fast Matrix Factorization with Non-Uniform Weights on Missing Data

Matrix factorization (MF) has been widely used to discover the low-rank ...

11/11/2018 ∙ by Xiangnan He, et al. ∙ 0 ∙ share

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Supervised Quantization for Similarity Search

In this paper, we address the problem of searching for semantically simi...

02/02/2019 ∙ by Xiaojuan Wang, et al. ∙ 0 ∙ share

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Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation

Constrained Concept Factorization (CCF) yields the enhanced representati...

05/25/2019 ∙ by Zhao Zhang, et al. ∙ 0 ∙ share

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Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering

As the core of recommender system, collaborative filtering (CF) models t...

06/26/2019 ∙ by Xiaoyu Du, et al. ∙ 0 ∙ share

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Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction

Human motion prediction aims to generate future motions based on the obs...

09/29/2019 ∙ by Xiangbo Shu, et al. ∙ 0 ∙ share

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Jinhui Tang

Featured Co-authors

Yang Liu

Wei Liu

Liang Lin

Shuicheng Yan

Ming-Hsuan Yang

Qi Tian

Yan Zhang

Meng Wang

Yonina C. Eldar

Jiawei Zhang

Jian Yang

Adaptive Context Network for Scene Parsing

Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval

Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition

Learning Dual Convolutional Neural Networks for Low-Level Vision

Physics-Based Generative Adversarial Models for Image Restoration and Beyond

Aligning Linguistic Words and Visual Semantic Units for Image Captioning

Image Formation Model Guided Deep Image Super-Resolution

Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation

Personalized Age Progression with Bi-level Aging Dictionary Learning

Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition

Deep Learning Driven Visual Path Prediction from a Single Image

Correntropy Induced L2 Graph for Robust Subspace Clustering

Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features

Generalized Nonconvex Nonsmooth Low-Rank Minimization

Label-Specific Training Set Construction from Web Resource for Image Annotation

On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization

Hardware-Efficient Guided Image Filtering For Multi-Label Problem

Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification

Deep Ordinal Hashing with Spatial Attention

Outer Product-based Neural Collaborative Filtering

Adversarial Training Towards Robust Multimedia Recommender System

Fast Matrix Factorization with Non-Uniform Weights on Missing Data

Supervised Quantization for Similarity Search

Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation

Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering

Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction