Tao Mei

is this you? claim profile

∙ 1 follower
Microsoft ∙ JD.com, Inc.

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

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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it

Tao Mei

Featured Co-authors