Tao Mei

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Microsoft ∙ JD.com, Inc.

Director of Computer Vision and Multimedia Lab, AI Platform and Research, Technical Vice President at JD.COM

Relationship-Aware Spatial Perception Fusion for Realistic Scene Layout Generation

The significant progress on Generative Adversarial Networks (GANs) have ...
09/02/2019 ∙ by Hongdong Zheng, et al. ∙ 44 ∙ share

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Theme-Matters: Fashion Compatibility Learning via Theme Attention

Fashion compatibility learning is important to many fashion markets such...
12/12/2019 ∙ by Jui-Hsin Lai, et al. ∙ 28 ∙ share

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Zooming into Face Forensics: A Pixel-level Analysis

The stunning progress in face manipulation methods has made it possible ...
12/12/2019 ∙ by Jia Li, et al. ∙ 21 ∙ share

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Mocycle-GAN: Unpaired Video-to-Video Translation

Unsupervised image-to-image translation is the task of translating an im...
08/26/2019 ∙ by Yang Chen, et al. ∙ 19 ∙ share

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Rethinking Visual Relationships for High-level Image Understanding

Relationships, as the bond of isolated entities in images, reflect the i...
02/01/2019 ∙ by Yuanzhi Liang, et al. ∙ 18 ∙ 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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Deep Metric Learning with Density Adaptivity

The problem of distance metric learning is mostly considered from the pe...
09/09/2019 ∙ by Yehao Li, et al. ∙ 13 ∙ share

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Vision and Language: from Visual Perception to Content Creation

Vision and language are two fundamental capabilities of human intelligen...
12/26/2019 ∙ by Tao Mei, et al. ∙ 12 ∙ share

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Down to the Last Detail: Virtual Try-on with Detail Carving

Virtual try-on under arbitrary poses has attracted lots of research atte...
12/13/2019 ∙ by Jiahang Wang, et al. ∙ 10 ∙ share

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Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation

Training a semantic segmentation model requires a large amount of pixel-...
07/29/2019 ∙ by Tong Shen, et al. ∙ 7 ∙ share

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WIDER Face and Pedestrian Challenge 2018: Methods and Results

This paper presents a review of the 2018 WIDER Challenge on Face and Ped...
02/19/2019 ∙ by Chen Change Loy, et al. ∙ 6 ∙ share

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Hard-Aware Fashion Attribute Classification

Fashion attribute classification is of great importance to many high-lev...
07/25/2019 ∙ by Yun Ye, et al. ∙ 3 ∙ share

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Part-Aligned Bilinear Representations for Person Re-identification

We propose a novel network that learns a part-aligned representation for...
04/19/2018 ∙ by Yumin Suh, et al. ∙ 2 ∙ share

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Support Vector Guided Softmax Loss for Face Recognition

Face recognition has witnessed significant progresses due to the advance...
12/29/2018 ∙ by Xiaobo Wang, et al. ∙ 2 ∙ 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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Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks

Convolutional Neural Networks (CNN) have been regarded as a powerful cla...
11/28/2017 ∙ by Zhaofan Qiu, et al. ∙ 0 ∙ share

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Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge

This paper addresses the problem of joint detection and recounting of ab...
09/26/2017 ∙ by Ryota Hinami, et al. ∙ 0 ∙ share

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Deep Quantization: Encoding Convolutional Activations with Deep Generative Model

Deep convolutional neural networks (CNNs) have proven highly effective f...
11/29/2016 ∙ by Zhaofan Qiu, et al. ∙ 0 ∙ share

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Video Captioning with Transferred Semantic Attributes

Automatically generating natural language descriptions of videos plays a...
11/23/2016 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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Boosting Image Captioning with Attributes

Automatically describing an image with a natural language has been an em...
11/05/2016 ∙ by Ting Yao, et al. ∙ 0 ∙ share

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Storytelling of Photo Stream with Bidirectional Multi-thread Recurrent Neural Network

Visual storytelling aims to generate human-level narrative language (i.e...
06/02/2016 ∙ by Yu Liu, et al. ∙ 0 ∙ share

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A diffusion and clustering-based approach for finding coherent motions and understanding crowd scenes

This paper addresses the problem of detecting coherent motions in crowd ...
02/16/2016 ∙ by Weiyao Lin, et al. ∙ 0 ∙ share

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Tree-based Visualization and Optimization for Image Collection

The visualization of an image collection is the process of displaying a ...
07/17/2015 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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Jointly Modeling Embedding and Translation to Bridge Video and Language

Automatically describing video content with natural language is a fundam...
05/07/2015 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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Large-scale Online Feature Selection for Ultra-high Dimensional Sparse Data

Feature selection with large-scale high-dimensional data is important ye...
09/27/2014 ∙ by Yue Wu, et al. ∙ 0 ∙ share

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Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects

Image captioning often requires a large set of training image-sentence p...
08/17/2017 ∙ by Ting Yao, et al. ∙ 0 ∙ share

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Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks

Prediction of popularity has profound impact for social media, since it ...
12/12/2017 ∙ by Bo Wu, et al. ∙ 0 ∙ share

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Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions

Visual Question Answering (VQA) has attracted attention from both comput...
01/27/2018 ∙ by Qing Li, et al. ∙ 0 ∙ share

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DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)

Unsupervised image translation, which aims in translating two independen...
02/18/2018 ∙ by Shuang Ma, et al. ∙ 0 ∙ share

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To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression

Given an untrimmed video and a sentence description, temporal sentence l...
04/19/2018 ∙ by Yitian Yuan, et al. ∙ 0 ∙ share

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Fully Convolutional Adaptation Networks for Semantic Segmentation

The recent advances in deep neural networks have convincingly demonstrat...
04/23/2018 ∙ by Yiheng Zhang, et al. ∙ 0 ∙ share

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Memory Matching Networks for One-Shot Image Recognition

In this paper, we introduce the new ideas of augmenting Convolutional Ne...
04/23/2018 ∙ by Qi Cai, et al. ∙ 0 ∙ share

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Jointly Localizing and Describing Events for Dense Video Captioning

Automatically describing a video with natural language is regarded as a ...
04/23/2018 ∙ by Yehao Li, et al. ∙ 0 ∙ share

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To Create What You Tell: Generating Videos from Captions

We are creating multimedia contents everyday and everywhere. While autom...
04/23/2018 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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Subspace Clustering by Block Diagonal Representation

This paper studies the subspace clustering problem. Given some data poin...
05/23/2018 ∙ by Canyi Lu, et al. ∙ 0 ∙ share

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Deep Semantic Hashing with Generative Adversarial Networks

Hashing has been a widely-adopted technique for nearest neighbor search ...
04/23/2018 ∙ by Zhaofan Qiu, et al. ∙ 0 ∙ share

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Learning Social Image Embedding with Deep Multimodal Attention Networks

Learning social media data embedding by deep models has attracted extens...
10/18/2017 ∙ by Feiran Huang, et al. ∙ 0 ∙ share

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Exploring Visual Relationship for Image Captioning

It is always well believed that modeling relationships between objects w...
09/19/2018 ∙ by Ting Yao, et al. ∙ 0 ∙ share

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Time Matters: Multi-scale Temporalization of Social Media Popularity

The evolution of social media popularity exhibits rich temporality, i.e....
12/12/2017 ∙ by Bo Wu, et al. ∙ 0 ∙ share

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Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors

In the modern e-commerce, the behaviors of customers contain rich inform...
08/03/2018 ∙ by Zhi Li, et al. ∙ 0 ∙ share

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KTAN: Knowledge Transfer Adversarial Network

To reduce the large computation and storage cost of a deep convolutional...
10/18/2018 ∙ by Peiye Liu, et al. ∙ 0 ∙ share

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ScratchDet:Exploring to Train Single-Shot Object Detectors from Scratch

Current state-of-the-art object objectors are fine-tuned from the off-th...
10/19/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Improved Selective Refinement Network for Face Detection

As a long-standing problem in computer vision, face detection has attrac...
01/20/2019 ∙ by Shifeng Zhang, et al. ∙ 0 ∙ share

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Multi-Granularity Reasoning for Social Relation Recognition from Images

Discovering social relations in images can make machines better interpre...
01/10/2019 ∙ by Meng Zhang, et al. ∙ 0 ∙ share

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Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks

Selfie and cartoon are two popular artistic forms that are widely presen...
04/20/2019 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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Pointing Novel Objects in Image Captioning

Image captioning has received significant attention with remarkable impr...
04/25/2019 ∙ by Yehao Li, et al. ∙ 0 ∙ share

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Transferrable Prototypical Networks for Unsupervised Domain Adaptation

In this paper, we introduce a new idea for unsupervised domain adaptatio...
04/25/2019 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning

It is well believed that video captioning is a fundamental but challengi...
05/03/2019 ∙ by Jingwen Chen, et al. ∙ 0 ∙ share

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A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark

Face parsing, which is to assign a semantic label to each pixel in face ...
05/13/2019 ∙ by Yinglu Liu, et al. ∙ 0 ∙ share

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Group Re-Identification with Multi-grained Matching and Integration

The task of re-identifying groups of people underdifferent camera views ...
05/17/2019 ∙ by Weiyao Lin, et al. ∙ 0 ∙ share

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Tao Mei

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