Xi Yang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 36

Top Topics

Medical Image Segmentation

Weakly Supervised

Gaussian Mixture

Unsupervised Dimensionality Reduction

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang
Continuous Image Outpainting with Neural ODE. ACM Trans. Multim. Comput. Commun. Appl. 20 (7) (2024)
Kai Yao, Zhaorui Tan, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation. CoRR (2024)
Zhaorui Tan, Xi Yang, Kaizhu Huang
Rethinking Multi-domain Generalization with A General Learning Objective. CoRR (2024)
Jianan Ye, Yijie Hu, Xi Yang, Qiu-Feng Wang, Chao Huang, Kaizhu Huang
SaliencyCut: Augmenting plausible anomalies for anomaly detection. Pattern Recognit. 153 (2024)
Zhaorui Tan, Chengrui Zhang, Xi Yang, Jie Sun, Kaizhu Huang
Revisiting Mutual Information Maximization for Generalized Category Discovery. CoRR (2024)
Zhaorui Tan, Xi Yang, Kaizhu Huang
Semantic-Aware Data Augmentation for Text-to-Image Synthesis. AAAI (2024)
Weiguang Zhao, Yuyao Yan, Chaolong Yang, Jianan Ye, Xi Yang, Kaizhu Huang
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization. ICCV (2023)
Sidong Jiang, Siyuan Wang, Rui Zhang, Xi Yang, Kaizhu Huang
Cipher-Prompt: Towards a Safe Diffusion Model via Learning Cryptographic Prompts. BICS (2023)
Zhaorui Tan, Siyuan Wang, Xi Yang, Kaizhu Huang
PAG: Protecting Artworks from Personalizing Image Generative Models. ICONIP (4) (2023)
Chaolong Yang, Yuyao Yan, Weiguang Zhao, Jianan Ye, Xi Yang, Amir Hussain, Bin Dong, Kaizhu Huang
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation. ICONIP (15) (2023)
Penglei Gao, Xi Yang, Rui Zhang, John Yannis Goulermas, Yujie Geng, Yuyao Yan, Kaizhu Huang
Generalized image outpainting with U-transformer. Neural Networks 162 (2023)
Zhaorui Tan, Xi Yang, Kaizhu Huang
Semantic-aware Data Augmentation for Text-to-image Synthesis. CoRR (2023)
Kai Yao, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang
Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation. CIKM (2023)
Zixian Su, Jingwei Guo, Kai Yao, Xi Yang, Qiufeng Wang, Kaizhu Huang
Unraveling Batch Normalization for Realistic Test-Time Adaptation. CoRR (2023)
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Jie Sun, Kaizhu Huang
Mind the Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Zixian Su, Kai Yao, Xi Yang, Kaizhu Huang, Qiufeng Wang, Jie Sun
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation. AAAI (2023)
Zhaorui Tan, Xi Yang, Zihan Ye, Qiufeng Wang, Yuyao Yan, Anh Nguyen, Kaizhu Huang
Semantic Similarity Distance: Towards better text-image consistency metric in text-to-image generation. Pattern Recognit. 144 (2023)
Taowen Wang, Zhuang Qian, Xi Yang
Adversarial Example Detection with Latent Representation Dynamic Prototype. ICONIP (4) (2023)
Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang, John Yannis Goulermas
Explainable Tensorized Neural Ordinary Differential Equations for Arbitrary-Step Time Series Prediction. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Penglei Gao, Xi Yang, Kaizhu Huang, Rui Zhang, Ping Guo, John Yannis Goulermas
EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables. CoRR (2022)
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Jie Sun, Kaizhu Huang
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation. CoRR (2022)
Weiguang Zhao, Chaolong Yang, Jianan Ye, Yuyao Yan, Xi Yang, Kaizhu Huang
From 2D Images to 3D Model: Weakly Supervised Multi-View Face Reconstruction with Deep Fusion. CoRR (2022)
Zhaorui Tan, Zihan Ye, Xi Yang, Qiufeng Wang, Yuyao Yan, Kaizhu Huang
Towards Better Text-Image Consistency in Text-to-Image Generation. CoRR (2022)
Kai Yao, Zixian Su, Kaizhu Huang, Xi Yang, Jie Sun, Amir Hussain, Frans Coenen
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Rui Qiu, Ming Xu, Yuyao Yan, Jeremy S. Smith, Xi Yang
3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian Localization. CoRR (2022)
Chaolong Yang, Yuyao Yan, Weiguang Zhao, Jianan Ye, Xi Yang, Amir Hussain, Kaizhu Huang
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation. CoRR (2022)
Kai Yao, Penglei Gao, Xi Yang, Kaizhu Huang, Jie Sun, Rui Zhang
Outpainting by Queries. CoRR (2022)
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Kaizhu Huang
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation. CoRR (2022)
Rui Qiu, Ming Xu, Yuyao Yan, Jeremy S. Smith, Xi Yang
3D Random Occlusion and Multi-layer Projection for Deep Multi-camera Pedestrian Localization. ECCV (10) (2022)
Kai Yao, Penglei Gao, Xi Yang, Jie Sun, Rui Zhang, Kaizhu Huang
Outpainting by Queries. ECCV (23) (2022)
Weiguang Zhao, Yuyao Yan, Chaolong Yang, Jianan Ye, Xi Yang, Kaizhu Huang
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization. CoRR (2022)
Xi Yang, Kaizhu Huang, Rui Zhang, Amir Hussain
Learning Latent Features With Infinite Nonnegative Binary Matrix Trifactorization. IEEE Trans. Emerg. Top. Comput. Intell. 2 (6) (2018)
Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain
A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems. Neurocomputing 312 (2018)
Xi Yang, Kaizhu Huang, John Yannis Goulermas, Rui Zhang
Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model. Neural Process. Lett. 45 (3) (2017)
Xi Yang, Kaizhu Huang, Rui Zhang
Deep Mixtures of Factor Analyzers with Common Loadings: A Novel Deep Generative Approach to Clustering. ICONIP (1) (2017)
Xi Yang, Kaizhu Huang, Rui Zhang, Amir Hussain
Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization. ICONIP (1) (2016)
Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas
Two-layer Mixture of Factor Analyzers with Joint Factor Loading. IJCNN (2015)
Xi Yang, Kaizhu Huang, Rui Zhang
Unsupervised Dimensionality Reduction for Gaussian Mixture Model. ICONIP (2) (2014)