Coil: Coordinate-based internal learning for tomographic imaging Y Sun, J Liu, M Xie, B Wohlberg, US Kamilov IEEE Transactions on Computational Imaging 7, 1400-1412, 2021 | 63 | 2021 |
Coil: Coordinate-based internal learning for imaging inverse problems Y Sun, J Liu, M Xie, B Wohlberg, US Kamilov arXiv preprint arXiv:2102.05181, 2021 | 38 | 2021 |
NeuWS: Neural wavefront shaping for guidestar-free imaging through static and dynamic scattering media BY Feng, H Guo, M Xie, V Boominathan, MK Sharma, A Veeraraghavan, ... Science Advances 9 (26), eadg4671, 2023 | 21 | 2023 |
Turbugan: An adversarial learning approach to spatially-varying multiframe blind deconvolution with applications to imaging through turbulence BY Feng, M Xie, CA Metzler IEEE Journal on Selected Areas in Information Theory 3 (3), 543-556, 2022 | 15 | 2022 |
Roadmap on deep learning for microscopy G Volpe, C Wählby, L Tian, M Hecht, A Yakimovich, K Monakhova, ... ArXiv, 2023 | 14 | 2023 |
Joint reconstruction and calibration using regularization by denoising with application to computed tomography M Xie, J Liu, Y Sun, W Gan, B Wohlberg, US Kamilov Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 9* | 2021 |
MetaDIP: Accelerating deep image prior with meta learning K Zhang, M Xie, M Gor, YT Chen, Y Zhou, CA Metzler arXiv preprint arXiv:2209.08452, 2022 | 7 | 2022 |
Proves: Establishing image provenance using semantic signatures M Xie, M Kulshrestha, S Wang, J Yang, A Chakrabarti, N Zhang, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 2 | 2022 |
Snapshot high dynamic range imaging with a polarization camera M Xie, M Chan, C Metzler arXiv preprint arXiv:2308.08094, 2023 | 1 | 2023 |
Imaging Through Turbulence with GANs BY Feng, M Xie, CA Metzler 2022 56th Asilomar Conference on Signals, Systems, and Computers, 509-513, 2022 | 1 | 2022 |
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion J Chen, BY Feng, H Cai, M Xie, C Metzler, C Fermuller, Y Aloimonos arXiv preprint arXiv:2403.13800, 2024 | | 2024 |
NeuWS: neural wavefront shaping for guidestar-free imaging through static and dynamic optical aberrations C Metzler, A Veeraraghavan, BY Feng, H Guo, M Xie, V Boominathan, ... Adaptive Optics and Wavefront Control for Biological Systems X, PC1285107, 2024 | | 2024 |
WaveMo: Learning Wavefront Modulations to See Through Scattering M Xie, H Guo, BY Feng, L Jin, A Veeraraghavan, CA Metzler Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | | 2024 |
ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations H Cai, J Chen, BY Feng, W Jiang, M Xie, K Zhang, A Veeraraghavan, ... arXiv preprint arXiv:2312.04679, 2023 | | 2023 |
Neural Wavefront Shaping in the Photon-Starved Regime BY Feng, H Guo, M Xie, V Boominathan, MK Sharma, A Veeraraghavan, ... Computational Optical Sensing and Imaging, CW4B. 3, 2023 | | 2023 |
Adversarial sensing: a learning-based approach to inverse problems with stochastic forward models BY Feng, M Xie, CA Metzler Emerging Topics in Artificial Intelligence (ETAI) 2022 12204, 111-115, 2022 | | 2022 |