Tian Xia | DeepAI

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Featured Co-authors

Bo Li
461 publications
Yi Yang
329 publications
Fan Yang
225 publications
Jing Xiao
190 publications
Xiao Liu
179 publications
Carola-Bibiane Schönlieb
128 publications
Xiang Bai
128 publications
Zhen Li
122 publications
Xiang Wang
116 publications
Adrian Weller
101 publications
Jianzong Wang
87 publications

∙ 06/23/2023

Penalty Gradient Normalization for Generative Adversarial Networks

In this paper, we propose a novel normalization method called penalty gr...

0 Tian Xia, et al. ∙

∙ 05/23/2022

Causal Machine Learning for Healthcare and Precision Medicine

Causal machine learning (CML) has experienced increasing popularity in h...

61 Pedro Sanchez, et al. ∙

∙ 03/15/2022

Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification

Data augmentation has been widely used in deep learning to reduce over-f...

3 Tian Xia, et al. ∙

∙ 03/07/2022

Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces

This paper contributes to a taxonomy of augmented reality and robotics b...

0 Ryo Suzuki, et al. ∙

∙ 11/18/2021

Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence

Artificial intelligence (AI) provides a promising substitution for strea...

14 Xiang Bai, et al. ∙

∙ 12/22/2020

Deep Multi-attribute Graph Representation Learning on Protein Structures

Graphs as a type of data structure have recently attracted significant a...

0 Tian Xia, et al. ∙

∙ 03/04/2020

AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment

Targeting at both high efficiency and performance, we propose AlignTTS t...

0 Zhen Zeng, et al. ∙

∙ 12/04/2019

Learning to synthesise the ageing brain without longitudinal data

Brain ageing is a continuous process that is affected by many factors in...

19 Tian Xia, et al. ∙

∙ 09/19/2019

Multi-Robot Deep Reinforcement Learning with Macro-Actions

In many real-world multi-robot tasks, high-quality solutions often requi...

0 Yuchen Xiao, et al. ∙

∙ 09/15/2019

A simple discriminative training method for machine translation with large-scale features

Margin infused relaxed algorithms (MIRAs) dominate model tuning in stati...

0 Tian Xia, et al. ∙

∙ 09/15/2019

Plackett-Luce model for learning-to-rank task

List-wise based learning to rank methods are generally supposed to have ...

0 Tian Xia, et al. ∙

∙ 09/12/2019

Analysis of Regression Tree Fitting Algorithms in Learning to Rank

In learning to rank area, industry-level applications have been dominate...

0 Tian Xia, et al. ∙

∙ 05/16/2019

RGB-T Image Saliency Detection via Collaborative Graph Learning

Image saliency detection is an active research topic in the community of...

1 Zhengzheng Tu, et al. ∙

∙ 01/10/2019

Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization

Pseudo healthy synthesis, i.e. the creation of a subject-specific `healt...

0 Tian Xia, et al. ∙

∙ 11/23/2016

Multi-View 3D Object Detection Network for Autonomous Driving

This paper aims at high-accuracy 3D object detection in autonomous drivi...

0 Xiaozhi Chen, et al. ∙

∙ 08/29/2016

Vehicle Detection from 3D Lidar Using Fully Convolutional Network

Convolutional network techniques have recently achieved great success in...

0 Bo Li, et al. ∙

∙ 03/22/2016

Fully Convolutional Attention Networks for Fine-Grained Recognition

Fine-grained recognition is challenging due to its subtle local inter-cl...

0 Xiao Liu, et al. ∙

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