Yang Xiao

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Ecole nationale des Ponts et Chausses

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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.

Featured Co-authors

Chunhua Shen
272 publications
Graham Neubig
185 publications
Jun Liu
116 publications
Xiang Bai
92 publications
Kurt Keutzer
86 publications
Yuan Gao
69 publications
Ning Zhang
66 publications
Vincent Lepetit
62 publications
Jun Chen
60 publications
Tae-Kyun Kim
57 publications
Chen Feng
56 publications

∙ 12/10/2021

Decentralized Spectrum Access System: Vision, Challenges, and a Blockchain Solution

Spectrum access system (SAS) is widely considered the de facto solution ...

Yang Xiao, et al. ∙

∙ 10/22/2021

1st Place Solution for the UVO Challenge on Video-based Open-World Segmentation 2021

In this report, we introduce our (pretty straightforard) two-step "detec...

Yuming Du, et al. ∙

∙ 10/19/2021

1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021

We describe our two-stage instance segmentation framework we use to comp...

Yuming Du, et al. ∙

∙ 05/12/2021

PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning

Motivated by the need of estimating the pose (viewpoint) of arbitrary ob...

Yang Xiao, et al. ∙

∙ 04/25/2021

Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos

The ability to localize and segment objects from unseen classes would op...

Yuming Du, et al. ∙

∙ 04/13/2021

EXPLAINABOARD: An Explainable Leaderboard for NLP

With the rapid development of NLP research, leaderboards have emerged as...

Pengfei Liu, et al. ∙

∙ 11/17/2020

Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources

Sentiment analysis of user-generated reviews or comments on products and...

Sicheng Zhao, et al. ∙

∙ 10/11/2020

Partial FC: Training 10 Million Identities on a Single Machine

Face recognition has been an active and vital topic among computer visio...

Xiang An, et al. ∙

∙ 07/23/2020

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

Detecting objects and estimating their viewpoint in images are key tasks...

Yang Xiao, et al. ∙

∙ 07/23/2020

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

We formalize concepts around geometric occlusion in 2D images (i.e., ign...

Xuchong Qiu, et al. ∙

∙ 07/11/2020

ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification

Face verification can be regarded as a 2-class fine-grained visual recog...

Fu Xiong, et al. ∙

∙ 05/28/2020

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...

Haozhe Qi, et al. ∙

∙ 05/12/2020

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

To facilitate depth-based 3D action recognition, 3D dynamic voxel (3DV) ...

Yancheng Wang, et al. ∙

∙ 04/27/2020

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

We propose a meta-learning approach that learns from multiple tasks in a...

Shell Xu Hu, et al. ∙

∙ 03/30/2020

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 ...

Anil Armagan, et al. ∙

∙ 03/19/2020

Towards Cognitive Routing based on Deep Reinforcement Learning

Routing is one of the key functions for stable operation of network infr...

Jiawei Wu, et al. ∙

∙ 02/20/2020

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

Blockchain, the technology behind the popular Bitcoin, is considered a "...

Yang Xiao, et al. ∙

∙ 08/27/2019

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...

Fu Xiong, et al. ∙

∙ 06/12/2019

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

Most deep pose estimation methods need to be trained for specific object...

Yang Xiao, et al. ∙

∙ 04/30/2019

Comparative evaluation of 2D feature correspondence selection algorithms

Correspondence selection aiming at seeking correct feature correspondenc...

Chen Zhao, et al. ∙

∙ 04/15/2019

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

The abundance of rich varieties of data is enabling many transformative ...

Yang Xiao, et al. ∙

∙ 04/08/2019

A Survey of Distributed Consensus Protocols for Blockchain Networks

Since the inception of Bitcoin, cryptocurrencies and the underlying bloc...

Yang Xiao, et al. ∙

∙ 02/21/2019

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

Effective and real-time eyeblink detection is of wide-range applications...

Guilei Hu, et al. ∙

∙ 07/29/2018

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

Person re-identification is indeed a challenging visual recognition task...

Fu Xiong, et al. ∙

∙ 06/29/2018

Action Recognition for Depth Video using Multi-view Dynamic Images

Dynamic image is the recently emerged action representation paradigm abl...

Yang Xiao, et al. ∙

∙ 04/06/2018

Performance Evaluation of 3D Correspondence Grouping Algorithms

This paper presents a thorough evaluation of several widely-used 3D corr...

Jiaqi Yang, et al. ∙

∙ 07/07/2017

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

Accurately counting maize tassels is important for monitoring the growth...

Hao Lu, et al. ∙