Xin Yuan

268 papers A* 37A 5B 17C 2Misc 12Journal 179Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
2D-Slice and 3D-Cube Mamba Network for Snapshot Spectral Compressive Imaging.
IEEE Trans. Circuits Syst. Video Technol.
Yuchao Feng, Mengjie Qin, Zongliang Wu, Yuxiang Yang, Junhua Gao, Xin Yuan
2026 A* conf
Breaking Measurement Barriers: From Compressed Sensing to Deep Reconstruction.
AAAI
Gang Qu, Ping Wang, Siming Zheng, Xin Yuan
2026 J jnl
Degradation learning adaptive deep unfolding network for spectral compressive imaging.
Pattern Recognit.
Lei Liu, Ping Xu, Xin Yuan, Chen Xu, Haifeng Zheng
2026 J jnl
Eleven Primitives and Three Gates: The Universal Structure of Computational Imaging.
CoRR
Chengshuai Yang, Xin Yuan
2026 J jnl
EvoESAP: Non-Uniform Expert Pruning for Sparse MoE.
CoRR
Zongfang Liu, Shengkun Tang, Boyang Sun, Zhiqiang Shen, Xin Yuan
2026 A* conf
High-Speed FHD Full-Color Video Computer-Generated Holography.
AAAI
Haomiao Zhang, Miao Cao, Xuan Yu, Hui Luo, Yanling Piao, Mengjie Qin, Zhangyuan Li, Ping Wang, Xin Yuan
2026 J jnl
InverseNet: Benchmarking Operator Mismatch and Calibration Across Compressive Imaging Modalities.
CoRR
Chengshuai Yang, Xin Yuan
2026 J jnl
MePAT: Meta-Prior Aided Transformer for Adverse Weather Condition Restoration.
IEEE Trans. Circuits Syst. Video Technol.
Jianqiao Sun, Ziheng Cheng, Bo Chen, Xin Yuan, Chunhui Qu, Hongwei Liu
2026 A* conf
Realism Control One-step Diffusion for Real-world Image Super Resolution.
AAAI
Zongliang Wu, Siming Zheng, Peng-Tao Jiang, Xin Yuan
2026 J jnl
Sparse Transformer for Ultra-Sparse Sampled Video Compressive Sensing.
IEEE Trans. Multim.
Miao Cao, Siming Zheng, Lishun Wang, Ziyang Chen, David J. Brady, Xin Yuan
2025 J jnl
$S^{2}$S2-Transformer for Mask-Aware Hyperspectral Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiamian Wang, Kunpeng Li, Yulun Zhang, Xin Yuan, Zhiqiang Tao
2025 J jnl
3One2: One-step Regression Plus One-step Diffusion for One-hot Modulation in Dual-path Video Snapshot Compressive Imaging.
CoRR
Ge Wang, Xing Liu, Xin Yuan
2025 J jnl
Advancing Hyperspectral and Multispectral Image Fusion: An Information-Aware Transformer-Based Unfolding Network.
IEEE Trans. Neural Networks Learn. Syst.
Jianqiao Sun, Bo Chen, Ruiying Lu, Ziheng Cheng, Chunhui Qu, Xin Yuan
2025 J jnl
BMVC$+$: An Enhanced Block Modulation Video Compression Codec for Large-Scale Image Compression.
IEEE J. Sel. Top. Signal Process.
Gang Qu, Siming Zheng, Mengjie Qin, Xin Yuan
2025 J jnl
DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution.
CoRR
Zheng Chen, Zichen Zou, Kewei Zhang, Xiongfei Su, Xin Yuan, Yong Guo, Yulun Zhang
2025 A* conf
Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging.
AAAI
Mengjie Qin, Yuchao Feng, Zongliang Wu, Yulun Zhang, Xin Yuan
2025 J jnl
Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging.
CoRR
Mengjie Qin, Yuchao Feng, Zongliang Wu, Yulun Zhang, Xin Yuan
2025 A* conf
Dual-branch Graph Feature Learning for NLOS Imaging.
AAAI
Xiongfei Su, Tianyi Zhu, Lina Liu, Zheng Chen, Yulun Zhang, Siyuan Li, Juntian Ye, Feihu Xu, Xin Yuan
2025 J jnl
Dual-branch Graph Feature Learning for NLOS Imaging.
CoRR
Xiongfei Su, Tianyi Zhu, Lina Liu, Zheng Chen, Yulun Zhang, Siyuan Li, Juntian Ye, Feihu Xu, Xin Yuan
2025 J jnl
Efficient High-Fidelity Global Low-Rank Optimization for Multispectral Demosaicing.
IEEE Trans. Multim.
Daoyu Li, Hanwen Xu, Miao Cao, Xin Yuan, Liheng Bian
2025 J jnl
High-Speed FHD Full-Color Video Computer-Generated Holography.
CoRR
Haomiao Zhang, Miao Cao, Xuan Yu, Hui Luo, Yanling Piao, Mengjie Qin, Zhangyuan Li, Ping Wang, Xin Yuan
2025 J jnl
LCTC: Lightweight Convolutional Thresholding Sparse Coding Network Prior for Compressive Hyperspectral Imaging.
IEEE Trans. Image Process.
Yurong Chen, Yaonan Wang, Xiaodong Wang, Xin Yuan, Hui Zhang
2025 — conf
Lighten-MST: Low-Light Spectral Reconstruction via Illumination-Guided Spectral-Aware Transformer.
ICCVW
Yanan Hu, Xiaodong Wang, Zijun He, Xin Yuan
2025 J jnl
Physics-guided Deep Unfolding Network for Enhanced Kronecker Compressive sensing.
CoRR
Gang Qu, Ping Wang, Siming Zheng, Xin Yuan
2025 — conf
Plug-And-Play Diffusion Models For Image Compressive Sensing With Data Consistency Projection.
ICIPW
Xiaodong Wang, Ping Wang, Zhangyuan Li, Xin Yuan
2025 — conf
Plug-And-Play Diffusion Models For Inverse Problems With Data Consistency Projection.
ICIPW
Xiaodong Wang, Ping Wang, Zhangyuan Li, Xin Yuan
2025 J jnl
Plug-and-play Diffusion Models for Image Compressive Sensing with Data Consistency Projection.
CoRR
Xiaodong Wang, Ping Wang, Zhangyuan Li, Xin Yuan
2025 A* conf
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing.
AAAI
Xiongfei Su, Siyuan Li, Yuning Cui, Miao Cao, Yulun Zhang, Zheng Chen, Zongliang Wu, Zedong Wang, Yuanlong Zhang, Xin Yuan
2025 J jnl
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing.
CoRR
Xiongfei Su, Siyuan Li, Yuning Cui, Miao Cao, Yulun Zhang, Zheng Chen, Zongliang Wu, Zedong Wang, Yuanlong Zhang, Xin Yuan
2025 J jnl
Progressive Flow-inspired Unfolding for Spectral Compressive Imaging.
CoRR
Xiaodong Wang, Ping Wang, Zijun He, Mengjie Qin, Xin Yuan
2025 A* conf
Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging.
CVPR
Ping Wang, Lishun Wang, Gang Qu, Xiaodong Wang, Yulun Zhang, Xin Yuan
2025 J jnl
Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging.
CoRR
Ping Wang, Lishun Wang, Gang Qu, Xiaodong Wang, Yulun Zhang, Xin Yuan
2025 J jnl
Realism Control One-step Diffusion for Real-World Image Super-Resolution.
CoRR
Zongliang Wu, Siming Zheng, Peng-Tao Jiang, Xin Yuan
2025 J jnl
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer.
IEEE Trans. Image Process.
Zongliang Wu, Juzheng Zhang, Ying Fu, Yulun Zhang, Xin Yuan
2025 J jnl
Rethinking Semantic-Level Building Change Detection: Ensemble Learning and Dynamic Interaction.
IEEE Trans. Geosci. Remote. Sens.
Yuchao Feng, Mengjie Qin, Yuxiang Yang, Junhua Gao, Xin Yuan
2025 Misc conf
SCI-Gaussian: Optimizing 3D Gaussian Radiance Fields from a Snapshot Compressive Image.
ICASSP
Xiaoyue Li, Yunhao Li, Xiaodong Wang, Xin Yuan, Mark D. Butala, Gaoang Wang
2025 A conf
Self-supervised Learning with Spectral Low-Rank Prior for Hyperspectral Image Reconstruction.
WACV
Zijun He, Lishun Wang, Ziyi Meng, Xin Yuan
2025 J jnl
Sparse Transformer for Ultra-sparse Sampled Video Compressive Sensing.
CoRR
Miao Cao, Siming Zheng, Lishun Wang, Ziyang Chen, David Brady, Xin Yuan
2025 J jnl
Spectral Compressive Imaging via Chromaticity-Intensity Decomposition.
CoRR
Xiaodong Wang, Zijun He, Ping Wang, Lishun Wang, Yanan Hu, Xin Yuan
2025 A conf
Texture-aware Intrinsic Image Decomposition with Model- and Learning-based Priors.
ICME
Xiaodong Wang, Zijun He, Xin Yuan
2025 J jnl
Texture-aware Intrinsic Image Decomposition with Model- and Learning-based Priors.
CoRR
Xiaodong Wang, Zijun He, Xin Yuan
2025 A conf
Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation.
ICME
Haomiao Zhang, Zhangyuan Li, Yanling Piao, Zhi Li, Xiaodong Wang, Miao Cao, Xiongfei Su, Qiang Song, Xin Yuan
2025 J jnl
Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation.
CoRR
Haomiao Zhang, Zhangyuan Li, Yanling Piao, Zhi Li, Xiaodong Wang, Miao Cao, Xiongfei Su, Qiang Song, Xin Yuan
2025 J jnl
X-clustering beyond contextual representations.
Inf. Sci.
Tianyi Huang, Zhengjun Zhang, Xin Yuan, Stan Z. Li, Neal Naixue Xiong, Shenghui Cheng
2024 A* conf
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution.
NeurIPS
Kai Liu, Haotong Qin, Yong Guo, Xin Yuan, Linghe Kong, Guihai Chen, Yulun Zhang
2024 J jnl
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution.
CoRR
Kai Liu, Haotong Qin, Yong Guo, Xin Yuan, Linghe Kong, Guihai Chen, Yulun Zhang
2024 — conf
A Simple Low-Bit Quantization Framework for Video Snapshot Compressive Imaging.
ECCV (52)
Miao Cao, Lishun Wang, Huan Wang, Xin Yuan
2024 J jnl
A Simple Low-bit Quantization Framework for Video Snapshot Compressive Imaging.
CoRR
Miao Cao, Lishun Wang, Huan Wang, Xin Yuan
2024 J jnl
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction.
Inf. Fusion
Wei He, Zongliang Wu, Naoto Yokoya, Xin Yuan
2024 A* conf
Binarized Diffusion Model for Image Super-Resolution.
NeurIPS
Zheng Chen, Haotong Qin, Yong Guo, Xiongfei Su, Xin Yuan, Linghe Kong, Yulun Zhang
2024 J jnl
Binarized Diffusion Model for Image Super-Resolution.
CoRR
Zheng Chen, Haotong Qin, Yong Guo, Xiongfei Su, Xin Yuan, Linghe Kong, Yulun Zhang
2024 A* conf
Binarized Low-Light Raw Video Enhancement.
CVPR
Gengchen Zhang, Yulun Zhang, Xin Yuan, Ying Fu
2024 J jnl
Binarized Low-light Raw Video Enhancement.
CoRR
Gengchen Zhang, Yulun Zhang, Xin Yuan, Ying Fu
2024 J jnl
Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction.
CoRR
Jincheng Yang, Lishun Wang, Miao Cao, Huan Wang, Yinping Zhao, Xin Yuan
2024 B conf
Coarse-Fine Spectral-Aware Deformable Convolution for Hyperspectral Image Reconstruction.
ICIP
Jincheng Yang, Lishun Wang, Miao Cao, Huan Wang, Yinping Zhao, Xin Yuan
2024 A* conf
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging.
NeurIPS
Jiamian Wang, Zongliang Wu, Yulun Zhang, Xin Yuan, Tao Lin, Zhiqiang Tao
2024 J jnl
Deep Optics for Video Snapshot Compressive Imaging.
CoRR
Ping Wang, Lishun Wang, Xin Yuan
2024 J jnl
Degradation-Aware Dynamic Fourier-Based Network for Spectral Compressive Imaging.
IEEE Trans. Multim.
Ping Xu, Lei Liu, Haifeng Zheng, Xin Yuan, Chen Xu, Lingyun Xue
2024 J jnl
Distillation-Free One-Step Diffusion for Real-World Image Super-Resolution.
CoRR
Jianze Li, Jiezhang Cao, Zichen Zou, Xiongfei Su, Xin Yuan, Yulun Zhang, Yong Guo, Xiaokang Yang
2024 A* conf
Dual-Scale Transformer for Large-Scale Single-Pixel Imaging.
CVPR
Gang Qu, Ping Wang, Xin Yuan
2024 J jnl
Dual-Scale Transformer for Large-Scale Single-Pixel Imaging.
CoRR
Gang Qu, Ping Wang, Xin Yuan
2024 J jnl
Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment.
CoRR
Zheng Chen, Xun Zhang, Wenbo Li, Renjing Pei, Fenglong Song, Xiongkuo Min, Xiaohong Liu, Xin Yuan, Yong Guo, Yulun Zhang
2024 — conf
Hierarchical Separable Video Transformer for Snapshot Compressive Imaging.
ECCV (81)
Ping Wang, Yulun Zhang, Lishun Wang, Xin Yuan
2024 J jnl
Hierarchical Separable Video Transformer for Snapshot Compressive Imaging.
CoRR
Ping Wang, Yulun Zhang, Lishun Wang, Xin Yuan
2024 J jnl
Hybrid CNN-Transformer Architecture for Efficient Large-Scale Video Snapshot Compressive Imaging.
Int. J. Comput. Vis.
Miao Cao, Lishun Wang, Mingyu Zhu, Xin Yuan
2024 — conf
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.
ECCV (33)
Zongliang Wu, Ruiying Lu, Ying Fu, Xin Yuan
2024 J jnl
Learning Radiance Fields from a Single Snapshot Compressive Image.
CoRR
Yunhao Li, Xiang Liu, Xiaodong Wang, Xin Yuan, Peidong Liu
2024 J jnl
Motion-Aware Dynamic Graph Neural Network for Video Compressive Sensing.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruiying Lu, Ziheng Cheng, Bo Chen, Xin Yuan
2024 J jnl
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction.
IEEE Trans. Cybern.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu
2024 J jnl
Plug-and-Play Algorithms for Dynamic Non-line-of-sight Imaging.
ACM Trans. Graph.
Juntian Ye, Yu Hong, Xiongfei Su, Xin Yuan, Feihu Xu
2024 J jnl
Real-time non-line-of-sight computational imaging using spectrum filtering and motion compensation.
Nat. Comput. Sci.
Juntian Ye, Yi Sun, Wenwen Li, Jian-Wei Zeng, Yu Hong, Zheng-Ping Li, Xin Huang, Xianghui Xue, Xin Yuan, Feihu Xu, Xiankang Dou, Jian-Wei Pan
2024 A* conf
SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image.
CVPR
Yunhao Li, Xiaodong Wang, Ping Wang, Xin Yuan, Peidong Liu
2024 J jnl
SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image.
CoRR
Yunhao Li, Xiaodong Wang, Ping Wang, Xin Yuan, Peidong Liu
2024 J jnl
SnapCap: Efficient Snapshot Compressive Video Captioning.
CoRR
Jianqiao Sun, Yudi Su, Hao Zhang, Ziheng Cheng, Zequn Zeng, Zhengjue Wang, Bo Chen, Xin Yuan
2024 J jnl
Structured residual sparsity for video compressive sensing reconstruction.
Signal Process.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2024 A* conf
Towards Real-time Video Compressive Sensing on Mobile Devices.
ACM Multimedia
Miao Cao, Lishun Wang, Huan Wang, Guoqing Wang, Xin Yuan
2024 J jnl
Towards Real-time Video Compressive Sensing on Mobile Devices.
CoRR
Miao Cao, Lishun Wang, Huan Wang, Guoqing Wang, Xin Yuan
2024 J jnl
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms.
CoRR
Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali
2023 A* conf
Accurate Image Restoration with Attention Retractable Transformer.
ICLR
Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan
2023 J jnl
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging.
Int. J. Comput. Vis.
Zongliang Wu, Chengshuai Yang, Xiongfei Su, Xin Yuan
2023 J jnl
Binarized 3D Whole-body Human Mesh Recovery.
CoRR
Zhiteng Li, Yulun Zhang, Jing Lin, Haotong Qin, Jinjin Gu, Xin Yuan, Linghe Kong, Xiaokang Yang
2023 A* conf
Binarized Spectral Compressive Imaging.
NeurIPS
Yuanhao Cai, Yuxin Zheng, Jing Lin, Xin Yuan, Yulun Zhang, Haoqian Wang
2023 J jnl
Binarized Spectral Compressive Imaging.
CoRR
Yuanhao Cai, Yuxin Zheng, Jing Lin, Haoqian Wang, Xin Yuan, Yulun Zhang
2023 J jnl
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision.
Proc. IEEE
Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
2023 J jnl
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging.
CoRR
Jiamian Wang, Zongliang Wu, Yulun Zhang, Xin Yuan, Tao Lin, Zhiqiang Tao
2023 A* conf
Deep Equilibrium Models for Snapshot Compressive Imaging.
AAAI
Yaping Zhao, Siming Zheng, Xin Yuan
2023 J jnl
Deep Gaussian Scale Mixture Prior for Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell.
Tao Huang, Xin Yuan, Weisheng Dong, Jinjian Wu, Guangming Shi
2023 A* conf
Deep Optics for Video Snapshot Compressive Imaging.
ICCV
Ping Wang, Lishun Wang, Xin Yuan
2023 J jnl
Deep Unfolding for Snapshot Compressive Imaging.
Int. J. Comput. Vis.
Ziyi Meng, Xin Yuan, Shirin Jalali
2023 A* conf
EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging.
CVPR
Lishun Wang, Miao Cao, Xin Yuan
2023 J jnl
EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging.
CoRR
Lishun Wang, Miao Cao, Xin Yuan
2023 A* conf
Hierarchical Integration Diffusion Model for Realistic Image Deblurring.
NeurIPS
Zheng Chen, Yulun Zhang, Ding Liu, Bin Xia, Jinjin Gu, Linghe Kong, Xin Yuan
2023 J jnl
Hierarchical Integration Diffusion Model for Realistic Image Deblurring.
CoRR
Zheng Chen, Yulun Zhang, Ding Liu, Bin Xia, Jinjin Gu, Linghe Kong, Xin Yuan
2023 J jnl
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks.
IEEE Trans. Computational Imaging
Xiao Ma, Xin Yuan, Gonzalo R. Arce
2023 Misc conf
Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling.
ICASSP
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2023 J jnl
Image Super-Resolution with Text Prompt Diffusion.
CoRR
Zheng Chen, Yulun Zhang, Jinjin Gu, Xin Yuan, Linghe Kong, Guihai Chen, Xiaokang Yang
2023 J jnl
Large-scale Global Low-rank Optimization for Computational Compressed Imaging.
CoRR
Daoyu Li, Hanwen Xu, Miao Cao, Xin Yuan, David J. Brady, Liheng Bian
2023 J jnl
Latent Diffusion Prior Enhanced Deep Unfolding for Spectral Image Reconstruction.
CoRR
Zongliang Wu, Ruiying Lu, Ying Fu, Xin Yuan
2023 J jnl
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling.
IEEE Signal Process. Mag.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu
2023 J jnl
Low-Rankness Guided Group Sparse Representation for Image Restoration.
IEEE Trans. Neural Networks Learn. Syst.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
2023 J jnl
Multi-scale Iterative Model-guided Unfolding Network for NLOS Reconstruction.
Comput. Graph. Forum
Xiongfei Su, Yu Hong, Juntian Ye, Feihu Xu, Xin Yuan
2023 J jnl
Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Yilong Lu, Ce Zhu
2023 J jnl
Recurrent Neural Networks for Snapshot Compressive Imaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziheng Cheng, Bo Chen, Ruiying Lu, Zhengjue Wang, Hao Zhang, Ziyi Meng, Xin Yuan
2023 J jnl
Reinforcement Learning for Adaptive Video Compressive Sensing.
ACM Trans. Intell. Syst. Technol.
Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
2023 J jnl
Roadmap towards Meta-being.
CoRR
Tianyi Huang, Stan Z. Li, Xin Yuan, Shenghui Cheng
2023 A* conf
SAUNet: Spatial-Attention Unfolding Network for Image Compressive Sensing.
ACM Multimedia
Ping Wang, Xin Yuan
2023 J jnl
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Lishun Wang, Miao Cao, Yong Zhong, Xin Yuan
2023 A* conf
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging.
ICCV
Siming Zheng, Xin Yuan
2023 J jnl
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging.
CoRR
Siming Zheng, Xin Yuan
2023 J jnl
Universal Domain Adaptation for Remote Sensing Image Scene Classification.
CoRR
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
2023 J jnl
Universal Domain Adaptation for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
2022 J jnl
A Hybrid Structural Sparsification Error Model for Image Restoration.
IEEE Trans. Neural Networks Learn. Syst.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
2022 J jnl
Accurate Image Restoration with Attention Retractable Transformer.
CoRR
Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan
2022 J jnl
Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms.
CoRR
Yujia Xue, Siming Zheng, Waleed Tahir, Zhengjue Wang, Hao Zhang, Ziyi Meng, Lei Tian, Xin Yuan
2022 J jnl
Class-Aware Domain Adaptation for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Qingsong Xu, Xin Yuan, Chaojun Ouyang
2022 — conf
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction.
ECCV (17)
Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 J jnl
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction.
CoRR
Jing Lin, Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 A* conf
Cross Aggregation Transformer for Image Restoration.
NeurIPS
Zheng Chen, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan
2022 J jnl
Cross Aggregation Transformer for Image Restoration.
CoRR
Zheng Chen, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan
2022 J jnl
Deep Equilibrium Models for Video Snapshot Compressive Imaging.
CoRR
Yaping Zhao, Siming Zheng, Xin Yuan
2022 A* conf
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging.
NeurIPS
Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Henghui Ding, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 J jnl
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging.
CoRR
Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Henghui Ding, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 J jnl
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing.
IEEE J. Sel. Top. Signal Process.
Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos
2022 — conf
Ensemble Learning Priors Driven Deep Unfolding for Scalable Video Snapshot Compressive Imaging.
ECCV (23)
Chengshuai Yang, Shiyu Zhang, Xin Yuan
2022 A* conf
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging.
CVPR
Xiaowan Hu, Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 J jnl
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging.
CoRR
Xiaowan Hu, Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 A* conf
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction.
CVPR
Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool
2022 — conf
Modeling Mask Uncertainty in Hyperspectral Image Reconstruction.
ECCV (19)
Jiamian Wang, Yulun Zhang, Xin Yuan, Ziyi Meng, Zhiqiang Tao
2022 J jnl
Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing.
CoRR
Ruiying Lu, Ziheng Cheng, Bo Chen, Xin Yuan
2022 J jnl
Nonconvex Structural Sparsity Residual Constraint for Image Restoration.
IEEE Trans. Cybern.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Ce Zhu
2022 J jnl
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai
2022 J jnl
S^2-Transformer for Mask-Aware Hyperspectral Image Reconstruction.
CoRR
Jiamian Wang, Kunpeng Li, Yulun Zhang, Xin Yuan, Zhiqiang Tao
2022 Misc conf
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising.
ICASSP
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2022 J jnl
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging.
CoRR
Lishun Wang, Miao Cao, Yong Zhong, Xin Yuan
2022 J jnl
Spectral Compressive Imaging Reconstruction Using Convolution and Spectral Contextual Transformer.
CoRR
Lishun Wang, Zongliang Wu, Yong Zhong, Xin Yuan
2022 J jnl
Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive Sensing.
CoRR
Siming Zheng, Xiaoyu Yang, Xin Yuan
2021 J jnl
10-mega pixel snapshot compressive imaging with a hybrid coded aperture.
CoRR
Zhihong Zhang, Chao Deng, Yang Liu, Xin Yuan, Jinli Suo, Qionghai Dai
2021 J jnl
A New Backbone for Hyperspectral Image Reconstruction.
CoRR
Jiamian Wang, Yulun Zhang, Xin Yuan, Yun Fu, Zhiqiang Tao
2021 J jnl
Calibrated Hyperspectral Image Reconstruction via Graph-based Self-Tuning Network.
CoRR
Jiamian Wang, Yulun Zhang, Xin Yuan, Ziyi Meng, Zhiqiang Tao
2021 J jnl
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision.
CoRR
Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
2021 A* conf
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging.
CVPR
Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, Guangming Shi
2021 J jnl
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging.
CoRR
Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, Guangming Shi
2021 J jnl
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network.
CoRR
Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan
2021 J jnl
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network.
Int. J. Comput. Vis.
Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan
2021 J jnl
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion.
IEEE Trans. Image Process.
Wei He, Naoto Yokoya, Xin Yuan
2021 J jnl
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models.
IEEE Trans. Image Process.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2021 B conf
Low-Rank Regularized Joint Sparsity for Image Denoising.
ICIP
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2021 J jnl
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction.
CoRR
Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool
2021 A* conf
Memory-Efficient Network for Large-Scale Video Compressive Sensing.
CVPR
Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan
2021 J jnl
Memory-Efficient Network for Large-scale Video Compressive Sensing.
CoRR
Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan
2021 A* conf
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing.
CVPR
Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan
2021 J jnl
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing.
CoRR
Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan
2021 J jnl
Mid-Infrared Compressive Hyperspectral Imaging.
Remote. Sens.
Shuowen Yang, Xiang Yan, Hanlin Qin, Qingjie Zeng, Yi Liang, Henry Arguello, Xin Yuan
2021 B conf
Perception Inspired Deep Neural Networks For Spectral Snapshot Compressive Imaging.
ICIP
Ziyi Meng, Xin Yuan
2021 J jnl
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging.
CoRR
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai
2021 J jnl
Reinforcement Learning for Adaptive Video Compressive Sensing.
CoRR
Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
2021 A* conf
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging.
ICCV
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan
2021 J jnl
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging.
CoRR
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan
2021 J jnl
Snapshot Coherence Tomographic Imaging.
IEEE Trans. Computational Imaging
Mu Qiao, Yangyang Sun, Jiawei Ma, Ziyi Meng, Xuan Liu, Xin Yuan
2021 J jnl
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications.
CoRR
Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
2021 J jnl
Snapshot Compressive Imaging: Theory, Algorithms, and Applications.
IEEE Signal Process. Mag.
Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
2021 J jnl
Super-compression of large electron microscopy time series by deep compressive sensing learning.
Patterns
Siming Zheng, Chunyang Wang, Xin Yuan, Huolin L. Xin
2021 J jnl
Triply Complementary Priors for Image Restoration.
IEEE Trans. Image Process.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu
2021 A* conf
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution.
ICCV
Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai
2021 J jnl
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution.
CoRR
Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai
2021 — conf
Various Plug-and-Play Algorithms with Diverse Total Variation Methods for Video Snapshot Compressive Imaging.
CICAI
Xin Yuan
2020 J jnl
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
2020 Misc conf
A Hybrid Structural Sparse Error Model for Image Deblocking.
ICASSP
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
2020 J jnl
Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images.
Remote. Sens.
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng
2020 — conf
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging.
ECCV (24)
Ziheng Cheng, Ruiying Lu, Zhengjue Wang, Hao Zhang, Bo Chen, Ziyi Meng, Xin Yuan
2020 B conf
Drcas: Deep Restoration Network For Hardware Based Compressive Acquisition Scheme.
ICIP
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi
2020 Misc conf
Edge Compression: An Integrated Framework for Compressive Imaging Processing on CAVs.
SEC
Sidi Lu, Xin Yuan, Weisong Shi
2020 — conf
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention.
ECCV (23)
Ziyi Meng, Jiawei Ma, Xin Yuan
2020 J jnl
Exploiting Channel Correlations for NLOS ToA Localization With Multivariate Gaussian Mixture Models.
IEEE Wirel. Commun. Lett.
Chunhua Geng, Xin Yuan, Howard Huang
2020 J jnl
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging.
CoRR
Wei He, Naoto Yokoya, Xin Yuan
2020 J jnl
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
2020 J jnl
Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
2020 J jnl
Image Compression Based on Compressive Sensing: End-to-End Comparison With JPEG.
IEEE Trans. Multim.
Xin Yuan, Raziel Haimi-Cohen
2020 J jnl
Image Restoration Using Joint Patch-Group-Based Sparse Representation.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2020 J jnl
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
2020 A* conf
Plug-and-Play Algorithms for Large-Scale Snapshot Compressive Imaging.
CVPR
Xin Yuan, Yang Liu, Jin-Li Suo, Qionghai Dai
2020 J jnl
Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging.
CoRR
Xin Yuan, Yang Liu, Jin-Li Suo, Qionghai Dai
2020 A conf
Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration.
ICME
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2020 J jnl
Shearlet Enhanced Snapshot Compressive Imaging.
IEEE Trans. Image Process.
Peihao Yang, Linghe Kong, Xiao-Yang Liu, Xin Yuan, Guihai Chen
2020 J jnl
Solving Inverse Problems via Auto-Encoders.
IEEE J. Sel. Areas Inf. Theory
Pei Peng, Shirin Jalali, Xin Yuan
2020 J jnl
Spatial-spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images.
CoRR
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng
2020 B conf
The Power Of Triply Complementary Priors For Image Compressive Sensing.
ICIP
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
2020 J jnl
The Power of Triply Complementary Priors for Image Compressive Sensing.
CoRR
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
2019 J jnl
A single triangular SS-EMVS aided high-accuracy DOA estimation using a multi-scale L-shaped sparse array.
EURASIP J. Adv. Signal Process.
Jin Ding, Minglei Yang, Baixiao Chen, Xin Yuan
2019 A* conf
Deep Tensor ADMM-Net for Snapshot Compressive Imaging.
ICCV
Jiawei Ma, Xiao-Yang Liu, Zheng Shou, Xin Yuan
2019 J jnl
Dense Color Constancy with Effective Edge Augmentation.
CoRR
Yilang Zhang, Zheng Wei, Jian Wang, Xin Yuan
2019 J jnl
LISR: Image Super-resolution under Hardware Constraints.
CoRR
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi
2019 J jnl
Rank Minimization for Snapshot Compressive Imaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Yang Liu, Xin Yuan, Jin-Li Suo, David J. Brady, Qionghai Dai
2019 B conf
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising.
ICIP
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2019 J jnl
Snapshot Compressed Sensing: Performance Bounds and Algorithms.
IEEE Trans. Inf. Theory
Shirin Jalali, Xin Yuan
2019 B conf
Solving linear inverse problems using generative models.
ISIT
Shirin Jalali, Xin Yuan
2019 J jnl
Using auto-encoders for solving ill-posed linear inverse problems.
CoRR
Shirin Jalali, Xin Yuan
2019 A* conf
lambda-Net: Reconstruct Hyperspectral Images From a Snapshot Measurement.
ICCV
Xin Miao, Xin Yuan, Yunchen Pu, Vassilis Athitsos
2018 J jnl
A Multiscale Sparse Array of Spatially Spread Electromagnetic-Vector-Sensors for Direction Finding and Polarization Estimation.
IEEE Access
Minglei Yang, Jin Ding, Baixiao Chen, Xin Yuan
2018 J jnl
A New Nested MIMO Array With Increased Degrees of Freedom and Hole-Free Difference Coarray.
IEEE Signal Process. Lett.
Minglei Yang, Lei Sun, Xin Yuan, Baixiao Chen
2018 J jnl
A Unified Array Geometry Composed of Multiple Identical Subarrays With Hole-Free Difference Coarrays for Underdetermined DOA Estimation.
IEEE Access
Minglei Yang, Alexander M. Haimovich, Xin Yuan, Lei Sun, Baixiao Chen
2018 J jnl
Adaptive step-size iterative algorithm for sparse signal recovery.
Signal Process.
Xin Yuan
2018 B conf
Compressive Imaging Via One-Shot Measurements.
ISIT
Shirin Jalali, Xin Yuan
2018 J jnl
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Denoising.
CoRR
Zhiyuan Zha, Xin Yuan, Tao Yue, Jiaotao Zhou
2018 Misc conf
Group Sparsity Residual with Non-Local Samples for Image Denoising.
ICASSP
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
2018 J jnl
Group Sparsity Residual with Non-Local Samples for Image Denoising.
CoRR
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
2018 C conf
Joint Patch-Group Based Sparse Representation for Image Inpainting.
ACML
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
2018 J jnl
Non-convex weighted ℓ
Neurocomputing
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang, Xin Yuan
2018 A* conf
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration.
CVPR
Xinyuan Zhang, Xin Yuan, Lawrence Carin
2018 J jnl
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration.
CoRR
Xinyuan Zhang, Xin Yuan, Lawrence Carin
2018 J jnl
On the Fundamental Limit of Multipath Matching Pursuit.
IEEE J. Sel. Top. Signal Process.
Haifeng Li, Jian Wang, Xin Yuan
2018 J jnl
Rank Minimization for Snapshot Compressive Imaging.
CoRR
Yang Liu, Xin Yuan, Jin-Li Suo, David J. Brady, Qionghai Dai
2018 J jnl
Snapshot compressed sensing: performance bounds and algorithms.
CoRR
Shirin Jalali, Xin Yuan
2017 J jnl
Block-wise Lensless Compressive Camera.
CoRR
Xin Yuan, Gang Huang, Hong Jiang, Paul A. Wilford
2017 B conf
Block-wise lensless compressive camera.
ICIP
Xin Yuan, Gang Huang, Hong Jiang, Paul A. Wilford
2017 J jnl
Bridge the Gap Between Group Sparse Coding and Rank Minimization via Adaptive Dictionary Learning.
CoRR
Zhiyuan Zha, Xin Yuan
2017 J jnl
Compressive Sensing via Convolutional Factor Analysis.
CoRR
Xin Yuan, Yunchen Pu, Lawrence Carin
2017 B conf
Convolutional factor analysis inspired compressive sensing.
ICIP
Xin Yuan, Yunchen Pu
2017 J jnl
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.
Remote. Sens.
Shaohui Mei, Xin Yuan, Jingyu Ji, Yifan Zhang, Shuai Wan, Qian Du
2017 B conf
Hyperspectral image super-resolution via convolutional neural network.
ICIP
Shaohui Mei, Xin Yuan, Jingyu Ji, Shuai Wan, Junhui Hou, Qian Du
2017 J jnl
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG.
CoRR
Xin Yuan, Raziel Haimi-Cohen
2016 A conf
A Deep Generative Deconvolutional Image Model.
AISTATS
Yunchen Pu, Xin Yuan, Andrew Stevens, Chunyuan Li, Lawrence Carin
2016 Misc conf
A general framework for reconstruction and classification from compressive measurements with side information.
ICASSP
Liming Wang, Francesco Renna, Xin Yuan, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin
2016 Misc conf
A new array geometry for DOA estimation with enhanced degrees of freedom.
ICASSP
Minglei Yang, Alexander M. Haimovich, Baixiao Chen, Xin Yuan
2016 J jnl
Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information.
IEEE Trans. Inf. Theory
Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2016 B conf
Compressive video microscope via structured illumination.
ICIP
Xin Yuan, Shuo Pang
2016 J jnl
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world.
IEEE Signal Process. Mag.
Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
2016 B conf
Generalized alternating projection based total variation minimization for compressive sensing.
ICIP
Xin Yuan
2016 — ch.
Inference of gene networks associated with the host response to infectious disease.
Big Data over Networks
Zhe Gan, Xin Yuan, Ricardo Henao, Ephraim L. Tsalik, Lawrence Carin
2016 — conf
Variational Autoencoder for Deep Learning of Images, Labels and Captions.
NIPS
Yunchen Pu, Zhe Gan, Ricardo Henao, Xin Yuan, Chunyuan Li, Andrew Stevens, Lawrence Carin
2016 J jnl
Variational Autoencoder for Deep Learning of Images, Labels and Captions.
CoRR
Yunchen Pu, Zhe Gan, Ricardo Henao, Xin Yuan, Chunyuan Li, Andrew Stevens, Lawrence Carin
2015 J jnl
A Deep Generative Deconvolutional Image Model.
CoRR
Yunchen Pu, Xin Yuan, Andrew Stevens, Chunyuan Li, Lawrence Carin
2015 — conf
A Generative Model for Deep Convolutional Learning.
ICLR (Workshop)
Yunchen Pu, Xin Yuan, Lawrence Carin
2015 B conf
A concentration-of-measure inequality for multiple-measurement models.
ISIT
Liming Wang, Jiaji Huang, Xin Yuan, Volkan Cevher, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin
2015 B conf
Classification and reconstruction of compressed GMM signals with side information.
ISIT
Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2015 Misc conf
Collaborative compressive X-ray image reconstruction.
ICASSP
Jiaji Huang, Xin Yuan, A. Robert Calderbank
2015 J jnl
Compressive Hyperspectral Imaging With Side Information.
IEEE J. Sel. Top. Signal Process.
Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu, Patrick Llull, David J. Brady, Lawrence Carin
2015 J jnl
Compressive Hyperspectral Imaging with Side Information.
CoRR
Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu, Patrick Llull, David J. Brady, Lawrence Carin
2015 J jnl
Compressive Sensing by Learning a Gaussian Mixture Model From Measurements.
IEEE Trans. Image Process.
Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
2015 J jnl
Compressive Sensing via Low-Rank Gaussian Mixture Models.
CoRR
Xin Yuan, Hong Jiang, Gang Huang, Paul A. Wilford
2015 J jnl
Convergence of the Generalized Alternating Projection Algorithm for Compressive Sensing.
CoRR
Xin Yuan, Hong Jiang, Paul A. Wilford
2015 J jnl
Lensless Compressive Imaging.
CoRR
Xin Yuan, Hong Jiang, Gang Huang, Paul A. Wilford
2015 Misc conf
Multi-scale Bayesian reconstruction of compressive X-ray image.
ICASSP
Jiaji Huang, Xin Yuan, A. Robert Calderbank
2015 A* conf
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood.
ICML
Xin Yuan, Ricardo Henao, Ephraim Tsalik, Raymond Langley, Lawrence Carin
2015 Misc conf
Polynomial-phase signal direction-finding and source-tracking with a single acoustic vector sensor.
ICASSP
Xin Yuan, Jiaji Huang, A. Robert Calderbank
2015 J jnl
Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements.
SIAM J. Imaging Sci.
Liming Wang, Jiaji Huang, Xin Yuan, Kalyani Krishnamurthy, Joel A. Greenberg, Volkan Cevher, Miguel R. D. Rodrigues, David J. Brady, A. Robert Calderbank, Lawrence Carin
2014 J jnl
Bayesian Deep Deconvolutional Learning.
CoRR
Yunchen Pu, Xin Yuan, Lawrence Carin
2014 — conf
Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling.
NIPS
Ricardo Henao, Xin Yuan, Lawrence Carin
2014 J jnl
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Noisy Features in the Presence of Side Information.
CoRR
Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2014 J jnl
Coherent sources direction finding and polarization estimation with various compositions of spatially spread polarized antenna arrays.
Signal Process.
Xin Yuan
2014 J jnl
Corrections to "Vector Cross-Product Direction-Finding' With an Electromagnetic Vector-Sensor of Six Orthogonally Oriented But Spatially Noncollocating Dipoles/Loops".
IEEE Trans. Signal Process.
Yang Song, Xin Yuan, Kainam Thomas Wong
2014 J jnl
Hierarchical Infinite Divisibility for Multiscale Shrinkage.
IEEE Trans. Signal Process.
Xin Yuan, Vinayak A. Rao, Shaobo Han, Lawrence Carin
2014 A* conf
Low-Cost Compressive Sensing for Color Video and Depth.
CVPR
Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin
2014 J jnl
Low-Cost Compressive Sensing for Color Video and Depth.
CoRR
Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, Guillermo Sapiro, David J. Brady, Lawrence Carin
2014 C conf
Real-time air quality estimation based on color image processing.
VCIP
Haoqian Wang, Xin Yuan, Xingzheng Wang, Yongbing Zhang, Qionghai Dai
2014 J jnl
Tree-Structure Bayesian Compressive Sensing for Video.
CoRR
Xin Yuan, Patrick Llull, David J. Brady, Lawrence Carin
2014 J jnl
Video Compressive Sensing Using Gaussian Mixture Models.
IEEE Trans. Image Process.
Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
2013 J jnl
Adaptive Temporal Compressive Sensing for Video
CoRR
Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013 B conf
Adaptive temporal compressive sensing for video.
ICIP
Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013 J jnl
Coded aperture compressive temporal imaging
CoRR
Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady
2013 B conf
Gaussian mixture model for video compressive sensing.
ICIP
Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, Guillermo Sapiro, David J. Brady, Lawrence Carin
2012 J jnl
Coherent Source Direction-Finding using a Sparsely-Distributed Acoustic Vector-Sensor Array.
IEEE Trans. Aerosp. Electron. Syst.
Xin Yuan
2012 J jnl
Direction-Finding Wideband Linear FM Sources with Triangular Arrays.
IEEE Trans. Aerosp. Electron. Syst.
Xin Yuan
2012 J jnl
Direction-Finding with a Misoriented Acoustic Vector Sensor.
IEEE Trans. Aerosp. Electron. Syst.
Xin Yuan
2012 J jnl
Enhanced "vector-cross-product" direction-finding using a constrained sparse triangular-array.
EURASIP J. Adv. Signal Process.
Feng Luo, Xin Yuan
2012 J jnl
Estimating the DOA and the Polarization of a Polynomial-Phase Signal Using a Single Polarized Vector-Sensor.
IEEE Trans. Signal Process.
Xin Yuan
2012 Misc conf
Polynomial-phase signal source tracking using an electromagnetic vector-sensor.
ICASSP
Xin Yuan
2011 J jnl
"Vector Cross-Product Direction-Finding" With an Electromagnetic Vector-Sensor of Six Orthogonally Oriented But Spatially Noncollocating Dipoles/Loops.
IEEE Trans. Signal Process.
Kainam Thomas Wong, Xin Yuan