Yang Xiao

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Ecole nationale des Ponts et Chausses ∙ Huazhong University of Science u0026 Technology

Professor of Department of Computer Science at University of Alabama, Scientist/ Research has been supported by the US National Science Foundation (NSF), U.S. Army Research, Global Environment for Network Innovations (GENI), Fleet & Industrial Supply Center San Diego (FISCSD), FIATECH, and The University of Alabama's Research Grants Committee.

Partial FC: Training 10 Million Identities on a Single Machine

Face recognition has been an active and vital topic among computer visio...
10/11/2020 ∙ by Xiang An, et al. ∙ 15 ∙ share

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Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild

Detecting objects and estimating their viewpoint in images are key tasks...
07/23/2020 ∙ by Yang Xiao, et al. ∙ 0 ∙ share

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Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference Application

We formalize concepts around geometric occlusion in 2D images (i.e., ign...
07/23/2020 ∙ by Xuchong Qiu, et al. ∙ 5 ∙ share

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ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification

Face verification can be regarded as a 2-class fine-grained visual recog...
07/11/2020 ∙ by Fu Xiong, et al. ∙ 0 ∙ share

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P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds

Towards 3D object tracking in point clouds, a novel point-to-box network...
05/28/2020 ∙ by Haozhe Qi, et al. ∙ 10 ∙ share

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3DV: 3D Dynamic Voxel for Action Recognition in Depth Video

To facilitate depth-based 3D action recognition, 3D dynamic voxel (3DV) ...
05/12/2020 ∙ by Yancheng Wang, et al. ∙ 6 ∙ share

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Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

We propose a meta-learning approach that learns from multiple tasks in a...
04/27/2020 ∙ by Shell Xu Hu, et al. ∙ 5 ∙ share

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Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

In this work, we study how well different type of approaches generalise ...
03/30/2020 ∙ by Anil Armagan, et al. ∙ 1 ∙ share

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Towards Cognitive Routing based on Deep Reinforcement Learning

Routing is one of the key functions for stable operation of network infr...
03/19/2020 ∙ by Jiawei Wu, et al. ∙ 0 ∙ share

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Modeling the Impact of Network Connectivity on Consensus Security of Proof-of-Work Blockchain

Blockchain, the technology behind the popular Bitcoin, is considered a "...
02/20/2020 ∙ by Yang Xiao, et al. ∙ 0 ∙ share

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A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image

For 3D hand and body pose estimation task in depth image, a novel anchor...
08/27/2019 ∙ by Fu Xiong, et al. ∙ 18 ∙ share

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Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects

Most deep pose estimation methods need to be trained for specific object...
06/12/2019 ∙ by Yang Xiao, et al. ∙ 1 ∙ share

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Comparative evaluation of 2D feature correspondence selection algorithms

Correspondence selection aiming at seeking correct feature correspondenc...
04/30/2019 ∙ by Chen Zhao, et al. ∙ 24 ∙ share

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Enforcing Private Data Usage Control with Blockchain and Attested Off-chain Contract Execution

The abundance of rich varieties of data is enabling many transformative ...
04/15/2019 ∙ by Yang Xiao, et al. ∙ 0 ∙ share

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A Survey of Distributed Consensus Protocols for Blockchain Networks

Since the inception of Bitcoin, cryptocurrencies and the underlying bloc...
04/08/2019 ∙ by Yang Xiao, et al. ∙ 0 ∙ share

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Towards Real-time Eyeblink Detection in The Wild:Dataset,Theory and Practices

Effective and real-time eyeblink detection is of wide-range applications...
02/21/2019 ∙ by Guilei Hu, et al. ∙ 8 ∙ share

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Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification

Person re-identification is indeed a challenging visual recognition task...
07/29/2018 ∙ by Fu Xiong, et al. ∙ 4 ∙ share

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Action Recognition for Depth Video using Multi-view Dynamic Images

Dynamic image is the recently emerged action representation paradigm abl...
06/29/2018 ∙ by Yang Xiao, et al. ∙ 6 ∙ share

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Performance Evaluation of 3D Correspondence Grouping Algorithms

This paper presents a thorough evaluation of several widely-used 3D corr...
04/06/2018 ∙ by Jiaqi Yang, et al. ∙ 0 ∙ share

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TasselNet: Counting maize tassels in the wild via local counts regression network

Accurately counting maize tassels is important for monitoring the growth...
07/07/2017 ∙ by Hao Lu, et al. ∙ 0 ∙ share

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Yang Xiao

Featured Co-authors

Chunhua Shen

Jun Liu

Xiang Bai

Vincent Lepetit

Tae-Kyun Kim

Ning Zhang

Ming Zhang

Yuan Gao

Jun Chen

Neil D. Lawrence

Chen Feng

Partial FC: Training 10 Million Identities on a Single Machine

Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild

Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference Application

ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds

3DV: 3D Dynamic Voxel for Action Recognition in Depth Video

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

Towards Cognitive Routing based on Deep Reinforcement Learning

Modeling the Impact of Network Connectivity on Consensus Security of Proof-of-Work Blockchain

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image

Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects

Comparative evaluation of 2D feature correspondence selection algorithms

Enforcing Private Data Usage Control with Blockchain and Attested Off-chain Contract Execution

A Survey of Distributed Consensus Protocols for Blockchain Networks

Towards Real-time Eyeblink Detection in The Wild:Dataset,Theory and Practices

Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification

Action Recognition for Depth Video using Multi-view Dynamic Images

Performance Evaluation of 3D Correspondence Grouping Algorithms

TasselNet: Counting maize tassels in the wild via local counts regression network