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

CM-NAS: Rethinking Cross-Modality Neural Architectures for Visible-Infrared Person Re-Identification

Visible-Infrared person re-identification (VI-ReID) aims at matching cro...
01/21/2021 ∙ by Chaoyou Fu, et al. ∙ 0 ∙ share

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FaceX-Zoo: A PyTorch Toolbox for Face Recognition

Deep learning based face recognition has achieved significant progress i...
01/12/2021 ∙ by Jun Wang, et al. ∙ 42 ∙ share

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Synthetic Training for Monocular Human Mesh Recovery

Recovering 3D human mesh from monocular images is a popular topic in com...
10/27/2020 ∙ by Yu Sun, et al. ∙ 4 ∙ share

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Joint Contrastive Learning with Infinite Possibilities

This paper explores useful modifications of the recent development in co...
09/30/2020 ∙ by Qi Cai, et al. ∙ 7 ∙ share

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The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances

Face recognition is one of the most fundamental and long-standing topics...
09/28/2020 ∙ by Hang Du, et al. ∙ 0 ∙ share

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Learning to Localize Actions from Moments

With the knowledge of action moments (i.e., trimmed video clips that eac...
08/31/2020 ∙ by Fuchen Long, et al. ∙ 0 ∙ share

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CenterHMR: a Bottom-up Single-shot Method for Multi-person 3D Mesh Recovery from a Single Image

In this paper, we propose a method to recover multi-person 3D mesh from ...
08/27/2020 ∙ by Yu Sun, et al. ∙ 6 ∙ share

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Black Re-ID: A Head-shoulder Descriptor for the Challenging Problem of Person Re-Identification

Person re-identification (Re-ID) aims at retrieving an input person imag...
08/19/2020 ∙ by Boqiang Xu, et al. ∙ 4 ∙ share

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SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning

A steady momentum of innovations and breakthroughs has convincingly push...
08/03/2020 ∙ by Ting Yao, et al. ∙ 0 ∙ share

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NPCFace: A Negative-Positive Cooperation Supervision for Training Large-scale Face Recognition

Deep face recognition has made remarkable advances in the last few years...
07/20/2020 ∙ by Dan Zeng, et al. ∙ 6 ∙ share

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Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

Despite great progress in supervised semantic segmentation,a large perfo...
07/17/2020 ∙ by Haoran Wang, et al. ∙ 12 ∙ share

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Semi-Siamese Training for Shallow Face Learning

Most existing public face datasets, such as MS-Celeb-1M and VGGFace2, pr...
07/16/2020 ∙ by Hang Du, et al. ∙ 7 ∙ share

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Loss Function Search for Face Recognition

In face recognition, designing margin-based (e.g., angular, additive, ad...
07/10/2020 ∙ by Xiaobo Wang, et al. ∙ 0 ∙ share

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Single Shot Video Object Detector

Single shot detectors that are potentially faster and simpler than two-s...
07/07/2020 ∙ by Jiajun Deng, et al. ∙ 0 ∙ share

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Auto-captions on GIF: A Large-scale Video-sentence Dataset for Vision-language Pre-training

In this work, we present Auto-captions on GIF, which is a new large-scal...
07/05/2020 ∙ by Yingwei Pan, et al. ∙ 11 ∙ share

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Transferring and Regularizing Prediction for Semantic Segmentation

Semantic segmentation often requires a large set of images with pixel-le...
06/11/2020 ∙ by Yiheng Zhang, et al. ∙ 0 ∙ share

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Learning a Unified Sample Weighting Network for Object Detection

Region sampling or weighting is significantly important to the success o...
06/11/2020 ∙ by Qi Cai, et al. ∙ 10 ∙ share

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Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation

Unsupervised domain adaptation has received significant attention in rec...
06/11/2020 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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FastReID: A Pytorch Toolbox for Real-world Person Re-identification

We present FastReID, as a widely used object re-identification (re-id) s...
06/04/2020 ∙ by Lingxiao He, et al. ∙ 26 ∙ share

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Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks

The current deep learning based visual tracking approaches have been ver...
05/13/2020 ∙ by Ning Zhang, et al. ∙ 11 ∙ share

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VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification

One fundamental challenge of vehicle re-identification (re-id) is to lea...
04/14/2020 ∙ by Zhedong Zheng, et al. ∙ 5 ∙ share

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Look-into-Object: Self-supervised Structure Modeling for Object Recognition

Most object recognition approaches predominantly focus on learning discr...
03/31/2020 ∙ by Mohan Zhou, et al. ∙ 6 ∙ share

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X-Linear Attention Networks for Image Captioning

Recent progress on fine-grained visual recognition and visual question a...
03/31/2020 ∙ by Yingwei Pan, et al. ∙ 0 ∙ share

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Long Short-Term Relation Networks for Video Action Detection

It has been well recognized that modeling human-object or object-object ...
03/31/2020 ∙ by Dong Li, et al. ∙ 0 ∙ share

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Adaptive Semantic-Visual Tree for Hierarchical Embeddings

Merchandise categories inherently form a semantic hierarchy with differe...
03/08/2020 ∙ by Shuo Yang, et al. ∙ 0 ∙ 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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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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Mis-classified Vector Guided Softmax Loss for Face Recognition

Face recognition has witnessed significant progress due to the advances ...
11/26/2019 ∙ by Xiaobo Wang, et al. ∙ 0 ∙ share

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Scheduled Differentiable Architecture Search for Visual Recognition

Convolutional Neural Networks (CNN) have been regarded as a capable clas...
09/23/2019 ∙ by Zhaofan Qiu, et al. ∙ 0 ∙ share

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Hierarchy Parsing for Image Captioning

It is always well believed that parsing an image into constituent visual...
09/09/2019 ∙ by Ting Yao, et al. ∙ 0 ∙ 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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Gaussian Temporal Awareness Networks for Action Localization

Temporally localizing actions in a video is a fundamental challenge in v...
09/09/2019 ∙ by Fuchen Long, et al. ∙ 0 ∙ share

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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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Customizable Architecture Search for Semantic Segmentation

In this paper, we propose a Customizable Architecture Search (CAS) appro...
08/26/2019 ∙ by Yiheng Zhang, et al. ∙ 0 ∙ 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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Relation Distillation Networks for Video Object Detection

It has been well recognized that modeling object-to-object relations wou...
08/26/2019 ∙ by Jiajun Deng, et al. ∙ 0 ∙ share

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daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices

It is always well believed that Binary Neural Networks (BNNs) could dras...
08/16/2019 ∙ by Jianhao Zhang, et al. ∙ 0 ∙ 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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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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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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Learning Spatio-Temporal Representation with Local and Global Diffusion

Convolutional Neural Networks (CNN) have been regarded as a powerful cla...
06/13/2019 ∙ by Zhaofan Qiu, 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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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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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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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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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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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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Tao Mei

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