Xin Yuan
Orcid: 0000-0002-8311-7524Affiliations:
- Westlake University, School of Engineering, Hangzhou, China
- Nokia Bell Labs, Murray Hill, NJ, USA (2015-2021)
- Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA (2012-2015)
- Hong Kong Polytechnic University, Hong Kong (PhD 2012)
According to our database1,
Xin Yuan
authored at least 167 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
ACM Trans. Graph., October, 2024
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction.
IEEE Trans. Cybern., May, 2024
IEEE Trans. Multim., 2024
Signal Process., 2024
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction.
Inf. Fusion, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision.
Proc. IEEE, December, 2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
ACM Trans. Intell. Syst. Technol., October, 2023
Comput. Graph. Forum, October, 2023
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
Int. J. Comput. Vis., July, 2023
Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks.
IEEE Trans. Computational Imaging, 2023
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling.
IEEE Signal Process. Mag., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing.
IEEE J. Sel. Top. Signal Process., 2022
Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms.
CoRR, 2022
Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive Sensing.
CoRR, 2022
Spectral Compressive Imaging Reconstruction Using Convolution and Spectral Contextual Transformer.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Ensemble Learning Priors Driven Deep Unfolding for Scalable Video Snapshot Compressive Imaging.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Image Process., 2021
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion.
IEEE Trans. Image Process., 2021
IEEE Signal Process. Mag., 2021
Super-compression of large electron microscopy time series by deep compressive sensing learning.
Patterns, 2021
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network.
Int. J. Comput. Vis., 2021
CoRR, 2021
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications.
CoRR, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Various Plug-and-Play Algorithms with Diverse Total Variation Methods for Video Snapshot Compressive Imaging.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021
2020
Exploiting Channel Correlations for NLOS ToA Localization With Multivariate Gaussian Mixture Models.
IEEE Wirel. Commun. Lett., 2020
IEEE Trans. Multim., 2020
IEEE Trans. Image Process., 2020
IEEE Trans. Image Process., 2020
IEEE Trans. Image Process., 2020
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration.
IEEE Trans. Image Process., 2020
IEEE Trans. Image Process., 2020
Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images.
Remote. Sens., 2020
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging.
CoRR, 2020
Spatial-spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images.
CoRR, 2020
Edge Compression: An Integrated Framework for Compressive Imaging Processing on CAVs.
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention.
Proceedings of the Computer Vision - ECCV 2020, 2020
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging.
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
IEEE Trans. Inf. Theory, 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
A single triangular SS-EMVS aided high-accuracy DOA estimation using a multi-scale L-shaped sparse array.
EURASIP J. Adv. Signal Process., 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
A New Nested MIMO Array With Increased Degrees of Freedom and Hole-Free Difference Coarray.
IEEE Signal Process. Lett., 2018
Signal Process., 2018
IEEE J. Sel. Top. Signal Process., 2018
Non-convex weighted ℓ<sub><i>p</i></sub> nuclear norm based ADMM framework for image restoration.
Neurocomputing, 2018
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Denoising.
CoRR, 2018
A Unified Array Geometry Composed of Multiple Identical Subarrays With Hole-Free Difference Coarrays for Underdetermined DOA Estimation.
IEEE Access, 2018
A Multiscale Sparse Array of Spatially Spread Electromagnetic-Vector-Sensors for Direction Finding and Polarization Estimation.
IEEE Access, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of The 10th Asian Conference on Machine Learning, 2018
2017
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.
Remote. Sens., 2017
Bridge the Gap Between Group Sparse Coding and Rank Minimization via Adaptive Dictionary Learning.
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information.
IEEE Trans. Inf. Theory, 2016
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world.
IEEE Signal Process. Mag., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Generalized alternating projection based total variation minimization for compressive sensing.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A general framework for reconstruction and classification from compressive measurements with side information.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Big Data over Networks, 2016
2015
IEEE Trans. Image Process., 2015
Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements.
SIAM J. Imaging Sci., 2015
IEEE J. Sel. Top. Signal Process., 2015
Convergence of the Generalized Alternating Projection Algorithm for Compressive Sensing.
CoRR, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Polynomial-phase signal direction-finding and source-tracking with a single acoustic vector sensor.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
IEEE Trans. Signal Process., 2014
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., 2014
IEEE Trans. Image Process., 2014
Coherent sources direction finding and polarization estimation with various compositions of spatially spread polarized antenna arrays.
Signal Process., 2014
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Noisy Features in the Presence of Side Information.
CoRR, 2014
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Estimating the DOA and the Polarization of a Polynomial-Phase Signal Using a Single Polarized Vector-Sensor.
IEEE Trans. Signal Process., 2012
Coherent Source Direction-Finding using a Sparsely-Distributed Acoustic Vector-Sensor Array.
IEEE Trans. Aerosp. Electron. Syst., 2012
IEEE Trans. Aerosp. Electron. Syst., 2012
IEEE Trans. Aerosp. Electron. Syst., 2012
Enhanced "vector-cross-product" direction-finding using a constrained sparse triangular-array.
EURASIP J. Adv. Signal Process., 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
"Vector Cross-Product Direction-Finding" With an Electromagnetic Vector-Sensor of Six Orthogonally Oriented But Spatially Noncollocating Dipoles/Loops.
IEEE Trans. Signal Process., 2011