Xu Ouyang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 32

Top Topics

Anomaly Detection

Domain Adaptation

Semantic Segmentation

Flow Estimation

Top Venues

GeoAI@SIGSPATIAL

VLSI Technology and Circuits

Publications

Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji
Efficient NLP Model Finetuning via Multistage Data Filtering. IJCAI (2023)
Xu Ouyang, Changhong Yang, Felix Xiaozhu Lin, Yangfeng Ji
Secure and Effective Data Appraisal for Machine Learning. CoRR (2023)
Haoran You, Baopu Li, Zhanyi Sun, Xu Ouyang, Yingyan Lin
SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning. ECCV (11) (2022)
Yang Zhao, Yongan Zhang, Yonggan Fu, Xu Ouyang, Cheng Wan, Shang Wu, Anton Banta, Mathews M. John, Allison Post, Mehdi Razavi, Joseph R. Cavallaro, Behnaam Aazhang, Yingyan Lin
e-G2C: A 0.14-to-8.31 μJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM. CoRR (2022)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Semi-supervised Dual-Domain Adaptation for Semantic Segmentation. ICPR (2022)
Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji
Efficient Model Finetuning for Text Classification via Data Filtering. CoRR (2022)
Yonggan Fu, Qixuan Yu, Meng Li, Xu Ouyang, Vikas Chandra, Yingyan Lin
Contrastive quant: quantization makes stronger contrastive learning. DAC (2022)
Yang Zhao, Yongan Zhang, Yonggan Fu, Xu Ouyang, Cheng Wan, Shang Wu, Anton Banta, Mathews M. John, Allison Post, Mehdi Razavi, Joseph R. Cavallaro, Behnaam Aazhang, Yingyan Lin
e-G2C: A 0.14-to-8.31 µJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM. VLSI Technology and Circuits (2022)
Haoran You, Baopu Li, Zhanyi Sun, Xu Ouyang, Yingyan Lin
SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning. CoRR (2022)
Yang Zhao, Ziyun Li, Yonggan Fu, Yongan Zhang, Chaojian Li, Cheng Wan, Haoran You, Shang Wu, Xu Ouyang, Vivek Boominathan, Ashok Veeraraghavan, Yingyan Lin
i-FlatCam: A 253 FPS, 91.49 µJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR. VLSI Technology and Circuits (2022)
Yang Zhao, Ziyun Li, Yonggan Fu, Yongan Zhang, Chaojian Li, Cheng Wan, Haoran You, Shang Wu, Xu Ouyang, Vivek Boominathan, Ashok Veeraraghavan, Yingyan Lin
i-FlatCam: A 253 FPS, 91.49 μJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR. CoRR (2022)
Kaiyue Zhu, Ying Chen, Xu Ouyang, Gregory White, Gady Agam
Fully RNN for knee ligament tear classification and localization in MRI scans. Computational Imaging (2022)
Lun Ye, Jiangang Yao, Xu Ouyang, Xiangqian Zhu, Shengjie Yang
Risk Analysis and Utility Function-Based Decision-Making Model for Spinning Reserve Allocations. IEEE Access 9 (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Semi-supervised Domain Adaptation for Semantic Segmentation. CoRR (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation. GeoAI@SIGSPATIAL (2021)
Yonggan Fu, Qixuan Yu, Yang Zhang, Shang Wu, Xu Ouyang, David Cox, Yingyan Lin
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks. CoRR (2021)
Yonggan Fu, Qixuan Yu, Yang Zhang, Shang Wu, Xu Ouyang, David D. Cox, Yingyan Lin
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks. NeurIPS (2021)
Xu Ouyang, Ying Chen, Gady Agam
Accelerated WGAN update strategy with loss change rate balancing. WACV (2021)
Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang
"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization. CoRR (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
ComplexMix: Semi-Supervised Semantic Segmentation Via Mask-Based Data Augmentation. ICIP (2021)
Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang
"BNN - BN = ?": Training Binary Neural Networks Without Batch Normalization. CVPR Workshops (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation. CoRR (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Domain Adaptation of Semantic Segmentation for Aerial Images. CoRR (2020)
Xu Ouyang, Gady Agam
Adaptive WGAN with loss change rate balancing. CoRR (2020)
Ying Chen, Xu Ouyang, Gady Agam
ChangeNet: Learning to Detect Changes in Satellite Images. GeoAI@SIGSPATIAL (2019)
Xu Ouyang, Xi Zhang, Di Ma, Gady Agam
Generating Image Sequence from Description with LSTM Conditional GAN. CoRR (2018)
Xu Ouyang, Xi Zhang, Di Ma, Gady Agam
Generating Image Sequence from Description with LSTM Conditional GAN. ICPR (2018)
Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. CoRR (2018)
Ying Chen, Xu Ouyang, Gady Agam
MFCNET: End-to-End Approach for Change Detection in Images. ICIP (2018)
Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. IJCAI (2018)
Di Ma, Xi Zhang, Xu Ouyang, Gady Agam
Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks. ICMLA (2017)
Di Ma, Xi Zhang, Xu Ouyang, Gady Agam
Lecture video indexing using boosted margin maximizing neural networks. CoRR (2017)