Xi Peng

According to our database, Xi Peng authored at least 61 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Semi-Identical Twins Variational AutoEncoder for Few-Shot Learning.

Yi Zhang, Sheng Huang, Xi Peng, Dan Yang

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Adapting Wireless Network Configuration From Simulation to Reality via Deep Learning-Based Domain Adaptation.

Junyang Shi, Aitian Ma, Xia Cheng, Mo Sha, Xi Peng

IEEE/ACM Trans. Netw., June, 2024

Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach.

Xi Peng, Fengchun Qiao, Long Zhao

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey.

Kien X. Nguyen, Fengchun Qiao, Arthur Trembanis, Xi Peng

CoRR, 2024

Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales.

Tang Li, Mengmeng Ma, Xi Peng

CoRR, 2024

Ensemble Pruning for Out-of-distribution Generalization.

Fengchun Qiao, Xi Peng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients.

Mengmeng Ma, Tang Li, Xi Peng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DEAL: Disentangle and Localize Concept-Level Explanations for VLMs.

Tang Li, Mengmeng Ma, Xi Peng

Proceedings of the Computer Vision - ECCV 2024, 2024

Adaptive Cascading Network for Continual Test-Time Adaptation.

Kien X. Nguyen, Fengchun Qiao, Xi Peng

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Deep learning-based estimation of whole-body kinematics from multi-view images.

Kien X. Nguyen, Liying Zheng, Ashley L. Hawke, Robert E. Carey, Scott P. Breloff, Kang Li, Xi Peng

Comput. Vis. Image Underst., October, 2023

Video-Based 3D pose estimation for residential roofing.

Ruochen Wang, Liying Zheng, Ashley L. Hawke, Robert E. Carey, Scott P. Breloff, Kang Li, Xi Peng

Comput. methods Biomech. Biomed. Eng. Imaging Vis., May, 2023

Region-Aware Arbitrary-Shaped Text Detection With Progressive Fusion.

Qitong Wang, Bin Fu, Ming Li, Junjun He, Xi Peng, Yu Qiao

IEEE Trans. Multim., 2023

Topology-aware Robust Optimization for Out-of-Distribution Generalization.

Fengchun Qiao, Xi Peng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition.

Qitong Wang, Long Zhao, Liangzhe Yuan, Ting Liu, Xi Peng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Are Data-Driven Explanations Robust Against Out-of-Distribution Data?

Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation.

Zhenzhu Zheng, Xi Peng

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Are Multimodal Transformers Robust to Missing Modality?

Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Deep Learning for Spatiotemporal Modeling of Urbanization.

Tang Li, Jing Gao, Xi Peng

CoRR, 2021

Understanding the factors driving the opioid epidemic using machine learning.

Sachin Gavali, Chuming Chen, Julie Cowart, Xi Peng, Shanshan Ding, Cathy Wu, Tammy Anderson

CoRR, 2021

Out-of-domain Generalization from a Single Source: A Uncertainty Quantification Approach.

Xi Peng, Fengchun Qiao, Long Zhao

CoRR, 2021

Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning.

Yi Zhang, Sheng Huang, Xi Peng, Dan Yang

CoRR, 2021

Adapting Wireless Mesh Network Configuration from Simulation to Reality via Deep Learning based Domain Adaptation.

Junyang Shi, Mo Sha, Xi Peng

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

A Good Image Generator Is What You Need for High-Resolution Video Synthesis.

Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov

Proceedings of the 9th International Conference on Learning Representations, 2021

Student-Teacher Oneness: A Storage-efficient approach that improves facial expression recognition.

Zhenzhu Zheng, Christopher Rasmussen, Xi Peng

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Uncertainty-Guided Model Generalization to Unseen Domains.

Fengchun Qiao, Xi Peng

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization.

Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Understanding the factors related to the opioid epidemic using machine learning.

Sachin Gavali, Chuming Chen, Julie Cowart, Xi Peng, Shanshan Ding, Cathy H. Wu, Tammy Anderson

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

SMIL: Multimodal Learning with Severely Missing Modality.

Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Towards Efficient U-Nets: A Coupled and Quantized Approach.

Zhiqiang Tang, Xi Peng, Kang Li, Dimitris N. Metaxas

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks.

Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

Int. J. Comput. Vis., 2020

Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness.

Long Zhao, Ting Liu, Xi Peng, Dimitris N. Metaxas

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning to Learn Single Domain Generalization.

Fengchun Qiao, Long Zhao, Xi Peng

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge.

Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach.

Rahil Mehrizi, Xi Peng, Dimitris N. Metaxas, Xu Xu, Shaoting Zhang, Kang Li

IEEE Trans. Hum. Mach. Syst., 2019

Learning where to look: Semantic-Guided Multi-Attention Localization for Zero-Shot Learning.

Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal

CoRR, 2019

Cartoonish sketch-based face editing in videos using identity deformation transfer.

Long Zhao, Fangda Han, Xi Peng, Xun Zhang, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas

Comput. Graph., 2019

Semantic-Guided Multi-Attention Localization for Zero-Shot Learning.

Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Rethinking Kernel Methods for Node Representation Learning on Graphs.

Yu Tian, Long Zhao, Xi Peng, Dimitris N. Metaxas

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding.

Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

AdaTransform: Adaptive Data Transformation.

Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Semantic Graph Convolutional Networks for 3D Human Pose Regression.

Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention.

Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Toward Personalized Modeling: Incremental and Ensemble Alignment for Sequential Faces in the Wild.

Xi Peng, Shaoting Zhang, Yang Yu, Dimitris N. Metaxas

Int. J. Comput. Vis., 2018

RED-Net: A Recurrent Encoder-Decoder Network for Video-Based Face Alignment.

Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas

Int. J. Comput. Vis., 2018

CR-GAN: Learning Complete Representations for Multi-view Generation.

Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution.

Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris N. Metaxas, Kang Li

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Learning to Forecast and Refine Residual Motion for Image-to-Video Generation.

Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

Proceedings of the Computer Vision - ECCV 2018, 2018

Quantized Densely Connected U-Nets for Efficient Landmark Localization.

Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas

Proceedings of the Computer Vision - ECCV 2018, 2018

A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts.

Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Xi Peng, Ahmed Elgammal

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation.

Xi Peng, Zhiqiang Tang, Fei Yang, Rogério Schmidt Feris, Dimitris N. Metaxas

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CU-Net: Coupled U-Nets.

Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition.

Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker

CoRR, 2017

Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition.

Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

A Recurrent Encoder-Decoder Network for Sequential Face Alignment.

Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas

Proceedings of the Computer Vision - ECCV 2016, 2016

Sequential Face Alignment via Person-Specific Modeling in the Wild.

Xi Peng, Junzhou Huang, Dimitris N. Metaxas

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Track Facial Points in Unconstrained Videos.

Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas

Proceedings of the British Machine Vision Conference 2016, 2016

2015

From circle to 3-sphere: Head pose estimation by instance parameterization.

Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas

Comput. Vis. Image Underst., 2015

PIEFA: Personalized Incremental and Ensemble Face Alignment.

Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Three-dimensional head pose estimation in-the-wild.

Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

Head Pose Estimation by Instance Parameterization.

Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust Multi-pose Facial Expression Recognition.

Qiong Hu, Xi Peng, Peng Yang, Fei Yang, Dimitris N. Metaxas

Proceedings of the 22nd International Conference on Pattern Recognition, 2014